usc computer science phd program

Best Computer Science Schools

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Earning a graduate degree in computer science can lead

Earning a graduate degree in computer science can lead to positions in research institutions, government agencies, technology companies and colleges and universities. These are the top computer science schools. Each school's score reflects its average rating on a scale from 1 (marginal) to 5 (outstanding), based on a survey of academics at peer institutions. Read the methodology »

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Graduate & Professional Degrees

The university of southern california is one of the top-ranked universities in the country and offers a diverse range of graduate and professional programs to suit various career pursuits. students can gain access to exceptional academic scholarship, accelerated degrees, top faculty, leading research opportunities and collaborative learning communities. with state-of-the-art facilities and competitive faculty and staff committed to excellence, usc's graduate and professional programs serve as an attractive option for those seeking higher education on the west coast., graduate certificate | keck school of medicine of usc.

University Certificate Programs

Academic Medicine Certificate

Students who do not wish to pursue a Master of Academic Medicine degree at this point may earn a university certificate in Academic Medicine. The certificate requires 12 units of course work. Each learner may only seek a single certificate. There are two options available, the Teaching/Learning Track and the Leadership Track. The teaching learning track provides graduates with the essential principles of teaching and learning needed to integrate leaning principles, teaching techniques and assessment methods within the health professions to effectively teach health professions' learners at all levels: undergraduate, graduate and continuing education. The leadership track is designed to prepare those in academic medicine for leadership positions, for example assistant/associate dean, program director (including assistant or associate), designated institutional officer and associate or vice chair for education. After completion of the certificate, if a learner decides to go on to pursue a Master of Academic Medicine (MACM) degree all 12 units of the certificate can be applied to the MACM degree. 

ACMD 501  (Introduction to Academic Medicine Worldwide, 3 units). Students then take two required courses (6 units) related to their selected track. Each student completes the 12-unit certificate with 3 units of elective course work from the courses available within the Master of Academic Medicine program. All courses should be selected with the approval of the learner's adviser.

Master's Degree | Keck School of Medicine of USC

Keith Administration Building 211 1975 Zonal Avenue Los Angeles, CA 90033 (323) 442-2372 FAX: (323) 442-2051 Email: [email protected] Program Director: Julie G. Nyquist, PhD

Core Faculty

Professors: Donna Elliott, MD, EdD (Pediatrics) ; Jerry Gates, PhD (Family Medicine) ; Win May, MD, PhD (Medical Education) ; Julie G. Nyquist, PhD (Medical Education) ; Samuel Yanofsky, MD, MSEd (Anesthesiology)

Associate Professors: Kathleen Besinque, PharmD, MSEd (Pharmacy) ; Cha-Chi Fung, PhD (Medical Education); Tara Humphrey, DO, MACM (Anesthesiology)

Assistant Professors: Cathy Jalali, PhD (Medical Education); Shara Steiner, DO, MACM (Medical Education)

The Master of Academic Medicine is offered by the Keck School of Medicine. The goal is to develop leaders who will create and enhance academic and training programs for health care professions globally. Academic medicine is defined in broad terms as relating to those who lead training worldwide in medicine or in other health care related fields. Enacting this vision is possible due to the flexible delivery model selected. The program employs a hybrid model, combining on-campus face-to-face sessions, blended with online course work. During the 32-unit program, the majority of sessions will be delivered using interactive online delivery methods. All students will also be on campus for one-week intensive sessions in the spring of each year, which focus on community building and the development and evaluation of skills.

The program addresses the unique population of medical and health professions faculty who are focused on leading the academic enterprise for health professionals at the undergraduate, graduate and continuing education levels. Our graduates will be positioned to guide future generations of health professionals around the world toward better meeting the health needs of our global society. For those with a clear focus on the academic enterprise, a complementary degree in academic medicine offers the specialized skills needed to lead worldwide development of enhanced training for health professionals, increases professional capacity and provides new opportunity for promotion. The audiences for this degree will typically have primary professional degrees in health fields (e.g., MD, DDS, DPT, RN, MSN, PA, DVM, DO, PharmD, DC, DOM). The Master of Academic Medicine will provide the needed complementary training for clinician educators.

Applicants for admission to the Master of Academic Medicine program are generally expected to have an advanced degree in a health profession. Proof of graduation is required, as well as three letters of recommendation. For specific information on admission and application procedures, contact the Office of Medical Education, (323) 442-2372.

Students are admitted for the academic year beginning in the fall, although those admitted prior to March 15 may enroll in summer courses. Although there is no formal application deadline, complete applications received before March 1 will be given priority. Application inquiries should be made to: Master of Academic Medicine Program, University of Southern California, Office of Medical Education, 1975 Zonal Avenue, KAM 211, Los Angeles, CA 90033, telephone (323) 442-2372.

Satisfactory Academic Progress

A graduate GPA of at least 3.0 is required at all times. Any student whose graduate GPA falls below 3.0 will be placed on academic probation. Students on academic probation who do not raise their GPA to 3.0 after two semesters of written notification of academic probation will be academically disqualified.

A minimum of 32 units of graduate-level course work is required.

Master's Degree | USC Leventhal School of Accounting

The Master of Accounting program with an emphasis in data and analytics combines course work from the Leventhal School of Accounting and Marshall's Data Sciences and Operations department. Advances in computing technology are fundamentally changing the way audits are conducted. The data and analytics emphasis of the MAcc is designed to train auditors for the data age.

The program employs a rigorous case analysis approach that requires students to exercise their analytical abilities and develop both teamwork and professional communication skills.

Integrated into the data and analytics emphasis is an audit internship during the spring semester encompassing both audit and data and analytics in an integrated fashion. This required element of the program builds a critical bridge for the student between his or her academic and work lives, ultimately enriching both.

Application

The data and analytics emphasis of the MAcc is open only to individuals who have earned the equivalent of a four-year bachelor of accounting degree from an accredited program. Applicants also must have an offer letter for a spring internship at a "big four" or major national public accounting firm or equivalent. Spring internships must run from January through April and integrate both audit and data analytics.

Program Requirements

The Master of Accounting, Data and Analytics emphasis requires up to 31.5 units including fundamentals, core requirements and electives. Students with prior study in statistics who pass the challenge exam for Data Driven Decision Making receive a waiver reducing the units required to earn the degree to 30.

The Master of Accounting program (MAcc) prepares graduates for careers in public accounting, industry and government. The program offers students technical and conceptual knowledge, professional development, research and lifelong learning, ethical and professional standards and globalization and diversity. For details on these student learning outcomes, see the program website at marshall.usc.edu/macc .

An undergraduate accounting or business major is not necessary, nor is work experience a requirement. The program enrolls students in the summer or fall based on their academic backgrounds. For application information visit marshall.usc.edu/macc/admissions .

The Master of Accounting degree requires 45 units, including fundamentals, core requirements and electives. A student with an undergraduate degree in accounting or the equivalent may be able to waive 15 units for a total degree requirement of 30 units.

The Leventhal School of Accounting Master's Program Office evaluates the academic background of each admitted student to determine the courses required to complete the program.

ACCT 525  Intensive Accounting Principles and Practices (15 units) — an eight-week course for students who have not completed undergraduate degrees or other extensive course work in accounting. This course must be completed successfully prior to beginning the fall semester.

ACCT 525  class reducing the number of units required to earn the degree to 30.

USC BS in Accounting students may qualify for waiver of an additional 6 units reducing the number of units required to earn the degree to 24. (USC BS in Accounting students should meet with a graduate adviser during their junior year to determine if they qualify.)

Addiction exacts a toll on individuals, families and communities worldwide. The Master of Science in Addiction Science (MAS) exposes students to the biological, psychological and social aspects of substance use and addictive behaviors. Students study emerging trends in addiction studies with an emphasis on evidence-based transdisciplinary approaches in to addiction science and practice addressing epidemiology, etiology, prevention, treatment, policy and harm reduction, as well as sociocultural and healthcare contexts that intersect with addiction. The MAS equips students with a solid foundation and prepares them to enter a number of fields, from treatment to recovery and research to policy-work, representing critical areas of support among diverse communities in need. 

Master's Degree | USC School of Architecture

The Master of Advanced Architectural Research Studies, City Design and Housing emphasis is a 42-unit multi-disciplinary graduate degree program at the USC School of Architecture that prepares participants to study, analyze and design within complex urban systems. Focusing on the 21st-century city the program will address specific urban challenges through a combination of explorative design studio and advanced topical research. Working across disciplines and at multiple scales, this degree concentration moves between real-world issues and innovative architectural approaches to explore ideas for radically re-thinking the ways in which we can design, build and inhabit our cities in more inclusive and equitable ways.

The program will leverage Los Angeles as a laboratory to examine the forces that shape local and global cities. Addressing a diverse set of factors that are linked to city design and housing – such as urban development and housing policies, real estate and housing finance, history and theory, technology and infrastructure, and ecology and climate change – the program will introduce students to broad methodological tools for critically analyzing contemporary challenges of urban systems and housing and will strengthen their skills to employ research and design to create more equitable, sustainable and resilient urban environments and housing schemes.

The CD+H program's design and research efforts will be framed by three topical trajectories: a) urban housing (low-cost, collective, affordable, informal, densification, etc.); b) urban inequalities (racial segregation, economic disparities, gentrification, homelessness, digital divide, migration, etc.); and c) urban infrastructures (street design, public transportation, walkability, public space, programmatic and zoning issues, etc.). In addition, the one-year course will switch between the local context of Los Angeles and a selected global city (Latin America, Asia, Africa). In order to more thoroughly study the international context – and potentially establish more sound collaborations with institutions and stakeholders abroad – the same international context will be part of the program in a two or three-year cycle.

Finally, to connect students with real-world contexts, challenges and experiences, the CD+H program seeks to include various travel components throughout the year, which could potentially be linked to the PD+T and SP+SJ cohorts. Semester 1 will incorporate field trips in the Los Angeles and Southern California region. In Semester 2, the program's focus on an international context will be supplemented by a week-long trip to the respective city. For semester 3, the program intends to provide students the option of an immersive trip in a foreign or domestic location for their final project. The USC School of Architecture is developing the Latin Americas Cities Initiative and Asia Cities Initiative, which will be expected to interface with the MAARS CD+H, PD+T and SP+SJ programs.

Completion of the degree requires 42 units, including 8 units of Architecture Directed Design Research.

The Master of Advanced Architectural Research Studies, Performative Design And Technology Emphasis is a 42-unit graduate design program at the USC School of Architecture that focuses on the integration of architectural design, building performance and technology, within the context of digital design and fabrication. As a design-centric approach to building science concepts in the spirit of Ralph Knowles and the legacy of the Natural Forces Laboratory at the USC School of Architecture, issues of sustainability, structure, daylighting and thermal comfort will be explored in the context of architectural design. In this program, students will explore digital and analog techniques for discovering form through variable material and geometric organizations and force simulations, while simultaneously considering the design opportunities being afforded by advances in computation and fabrication technologies. The proposed curriculum will respond to emerging shifts in the architecture, engineering and construction (AEC) industry towards integrated technologies, increased efficiency, and productivity, and a digital workforce driven by digital, sensing and intelligent technologies. An integrated design curriculum that incorporates these concepts will support students in developing the skill necessary to foster innovation in practice with a focus on: data, technology, integration, performance, ecology and sustainability. 

A travel component will be included in Semester 1 through field trips in the Los Angeles and Southern California region to connect students with the real-world context and challenges faced in urban cities. In Semester 2, a week-long trip to a foreign or domestic location will provide students with a global context and interface and connect with the CD+H program. Students will have an option in Semester 3 to participate in an extended and immersive trip in a foreign or domestic location that will support completion of the final project. The USC School of Architecture is developing the Latin Americas Cities Initiative and Asia Cities Initiative, which will be expected to interface with the MAARS CD+H and PD+T programs.

This program is dedicated to cutting edge research and experimentation, and seeks to explore in a highly innovative fashion the cultural and technological landscapes of Los Angeles. Through its range of experimental 'Labs', the program is structured under three distinct veins of inquiry [1] architectural urban studies using Los Angeles as a laboratory to engage global issues; [2] advanced computation/fabrication technologies and material processes; and [3] performative architecture with an emphasis on sustainable systems. These specific design and research directions are diversely initiated by our faculty and fully supported by additional resources from the University of Southern California and the city of Los Angeles.

The Master of Advanced Architectural Studies is a three-semester advanced degree program. Consisting of two option-based topic studios followed by an in-depth Directed Design Research project [DDR], and coordinated seminar courses each for the first two semesters, the degree is focused on advanced and emerging topics in architecture. The design and research directions are diversely initiated by our faculty and fully supported by additional resources from the University at-large and the city of Los Angeles.

Candidates for admission must have a five-year Bachelor of Architecture degree or its equivalent. Completion of the degree requires 48 units, including 28 units of required studio and seminar courses, [including 8 units Directed Design Research or Thesis], and 20 units of approved electives, over three semesters of residency.

Graduate Certificate | USC Suzanne Dworak-Peck School of Social Work

The graduate certificate in Advanced Clinical Social Work Practice prepares students for practice in clinical settings by enhancing their theoretical, empirical and practice knowledge relevant to these settings and by offering a blend of didactic and experiential learning. Through an intersectional lens, students enhance their understanding of critical elements of advanced clinical practice, such as assessment and conceptualization, diagnosis and treatment. Given that social workers treat diverse client populations, this certificate also encompasses a commitment to social justice and addressing barriers to mental health treatment.

The USC Suzanne Dworak-Peck School of Social Work offers university certificates that provide students advanced practice or research training through a social justice and intercultural competence lens that emphasizes community, organizational and environmental justice. Certificates are designed to complement and deepen training provided through our degree programs by focusing on experiential application of concepts in relation to particular and diverse client populations, settings, and systems. Each certificate consists of at least 12 units, which may in part be satisfied by courses completed for a degree program. Certificates are also available to graduate students from other disciplines and to employed professionals.

The graduate certificate in Advanced Clinical Social Work Practice requires a minimum of 14 units.

Graduate Certificate | Advanced Programs in Dental Education

The advanced endodontics certificate program is a 24-month course of study. The program provides advanced students with the academic background information and clinical experience necessary for the specialty practice of endodontics. The program also requires activities in research and teaching to expose the advanced students interested to these areas of endodontics.

Advanced students are encouraged to pursue Board Certification by the American Board of Endodontics and are prepared for the certification examinations.

Emphasis is also placed on the interaction of endodontics with other specialties and general dentistry.

The program in endodontics is accredited by the Commission on Dental Accreditation (CODA), which serves as the only nationally recognized accrediting body for dentistry and the related dental field. The Commission receives its accreditation authority from the acceptance of all stakeholders within the dentistry community and recognition by the United States Department of Education. Since its inception in 1937, the Commission and its predecessors have operated within the parameters of the ADA Bylaws. The Commission serves the profession and the public by establishing and applying high-quality standards for the accreditation of educational programs in dentistry, postgraduate general and specialty dentistry, and the allied dental professions.

• Computer Science

It’s Way More than Coding

Learn more about how you can specialize your degree program with different emphases, check out the research our faculty and students are doing on and off campus, hear how you can apply your degree in industry through internships, co-ops, and more, find out what our current students are up to in clubs and student organizations, hear directly from faculty, computer science (cs), computer scientists design and implement efficient software solutions to computer-solvable problems. they are involved in the development of areas such as high-speed networks, multimedia and creative technologies, systems design, virtual reality, data science, artificial intelligence, machine learning, and robotics., listen while you scroll, cs podcast playlist.

Check out all of our podcast episodes related to Computer Science & Computer Engineering. Whether it’s Dr. Sukhatme discussing CS at USC or current students discussing hackathons, cyber security, and internships in the Girls Who Code miniseries.

Viterbi Voices: The Podcast is your chance to hear stories about research, classes, student life, and more directly from our faculty, students, and other members of our engineering community. Click the link below to see the rest of our episodes!

Curriculum and Emphases

There are several different options within the computer science program to pursue.  Check them all out!

The computer science program prepares students to work in the areas of software design, development, application and maintenance.  It provides intensive study in algorithmic design and analysis as well as the theory of computing.

Computer Science (Games)

This major offers technical and creative training for the video game industry.  The curriculum brings numerous core areas of advanced computer science – including artificial intelligence, graphic interfaces, modeling, algorithm design – together with creative and artistic training from the School of Cinematic Arts and the Roski School of Fine Arts and Design.

Computer Engineering & Computer Science

(jointly administered by the computer science and electrical & computer engineering departments).

This program trains students to integrate hardware and software processes to design solutions to problems arising in complex domains such as atomic reactors, guidance systems, and manufacturing systems.  These students graduate ready to design and build complex systems of hardware, software, and networks.

Computer Science/Business Administration

This combined degree program allows students to study both Computer Science and Business in four years.  In addition to the core computer science courses, students take courses from the Marshall School of Business such as Organizational Behavior, Marketing Fundamentals, Business Finance, and Strategic Management.

The Computer Science department has more than 40 research faculty members from the world-renowned Information Sciences Institute (ISI) – a major player in the creation of the Internet- and from the Institute for Creative Technologies (ICT). Its faculty includes pioneers in modern cryptography, Internet technologies, software engineering, databases, computational neuroscience, robotics, natural language processing, computational biology and network sciences, and it has an innovative education program, including the new interdisciplinary Informatics Program as well as one of the nation’s first programs in game development.

In addition, the USC Viterbi School of Engineering offers one of the best environments for interdisciplinary research and international collaboration in the nation. There is a strong record of innovation in the department and its affiliated centers: the Domain Name System and the TCP/IP protocols, the invention of DNA computing, and historic interdisciplinary studies relating brains, machines and mathematics. For example, a former student wrote one of the first computer viruses and led the theoretical study of the computer virus concept. The accomplishments of our current faculty include path-setting results in artificial intelligence, computer vision, data science, privacy and security, robotics, software engineering, and the Academy Award winning work in computer graphics.

We have a balance of programs - theoretical, computational, and experimental – which exemplify the Viterbi School’s approach to intensive and collaborative research.

Recent projects.

Faculty will be teaching all of your classes and leading research projects as well. Your opportunities to build relationships with your faculty will begin immediately in your first year, both in the classroom and the lab. Check out a few highlighted professors with whom you may work in the future:

Dr. Nora Ayanian

Her research group, the ACT lab, conducts research in the area of coordinated multi-robot systems, where they provide theoretically sound solutions to practically motivated problems. You may also recognize them from the drones performance at the 2017 Super Bowl Half-Time Show!

• Research Website

Dr. Heather Culbertson

Her research focuses on the design and control of haptic devices and rendering systems, human-robot interaction, and virtual reality. Particularly she is interested in creating haptic interactions that are natural and realistically mimic the touch sensations experienced during interactions with the physical world.

• Research Lab Website

Dr. Leonard Adleman

His research focuses on algorithms, computational complexity, cryptography, DNA computing, number theory and molecular biology. He's known famously for the RSA algorithm, which allows data to be encrypted; it is one of the bedrocks of security on the internet. He's also writing a book about memes!

Dr. Yan Liu

Her research interests include machine learning and data mining with applications to biology, climate science, health, and social media. She is currently working on deep learning for health care applications like phenotyping and healthcare prediction tasks.

• Center Website

Don't stop here.

Learn more about the cool faculty and amazing research being done at the Computer Science Department at their website:

CS Department Website CS Department Website

Your engineering undergraduate degree will prepare you for many career and academic opportunities. Whether you have always known “what you want to do when you grow up” or are hoping to find out, we are here to help you plan for your future beyond USC. We provide dedicated career services starting in your first year to help you find internships, co-ops, and full-time positions post graduation.

When you graduate with a degree in Computer Science, here are just a few of the future career paths that might lay before you.

• Build new computer circuits, microchips, and other electronic components
• Launch high tech entrepreneurial projects and ventures
• Conduct research on artificial intelligence capabilities
• Create new computer and operating systems
• Design logic devices for everyday appliances
• Improve video game consoles and devices
• Integrate hardware and software processes
• Invent intelligent robots
• Develop advanced data analytics

Don't take our word for it. Ask some Viterbi alumni:

“While completing my degree, I interned with the Walt Disney Company as a Software Engineer where I helped test user interfaces for web application. My first job after graduation was with NASA's Jet Propulsion Laboratory where I worked with quality engineers to develop tools for inspection of spacecraft.” Lauren Denson B.S. Computer Engineering & Computer Science '13

“My experience at a SpaceX internship cemented my interest in rocket propulsion. I am now part of a brand new propulsion program at Virgin Galactic, where I'm working to develop VG's first liquid rocket engines.” Andrew Borba B.S. Computer Science '14

“While at USC, I interned at Microsoft, as an undergraduate Research Assistant for the Software Architecture Research Group, and served in a leadership capacity in several student orgs. I am now a Rotational Software Engineer at Intuit working with Mint.com in San Francisco.” Anita Singh B.S. Computer Science '13

Student Life

We want students who like to work hard – both in and out of the classroom. Our students know that going to college is more than attending class and completing assignments. College is about making connections and joining a community of dedicated students, faculty, staff, and alumni. Our students want to work and play with people as interesting as they are, and we have a number of ways for you to do the same.

Your life can be designed how you like it. Join a design team like Autonomous Underwater Vehicle. Continue your passion for volunteering with Code the Change. Keep making art with Corpus Callosum. On this page, we have a few student organizations we think you might be interested in, but there are so many more you can get involved in!

Code the Change

This community of student technologists designs and builds software to empower philanthropic organizations to help them alleviate various problems facing our world like assisting the homeless in finding job training.

Association for Computing Machinery

ACM is USC's largest Computer Science organization, providing many events and opportunities for students to develop their professional and technical skills like learning how to code from upperclassmen or meeting industry reps.

Autonomous Underwater Vehicle

By employing industry standard programs and techniques, USC AUV ensures that all members have a hands-on, practical engineering experience outside of the classroom that can be utilized in their future careers.

Imagine yourself on campus.

Learn more about life at USC as an engineering student at Viterbi Voices:

Viterbi Voices Viterbi Voices

More Engineering Disciplines

You just learned so much about Computer Science, but that’s just the tip of the iceberg. Beyond this department, Viterbi has ten academic disciplines spread across eight departments to make up more than thirty major combinations. Take some time to explore all of your interests.

Aerospace & Mechanical Engineering

Design for Movement.

• Astronautical Engineering

Build for Beyond.

• Biomedical Engineering

Help Others Live Better.

Chemical Engineering

Make the Stuff of Tomorrow.

Civil & Environmental Engineering

Design. Build. Improve.

Electrical & Computer Engineering

Industrial & systems engineering.

Engineer Better Businesses.

• Undeclared Engineering

It’s Okay If You’re Not Sure.

Want More Info on CS?

Fill out the form below and we’ll get right back to you.

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Eleven New Faculty Join USC’s Department of Computer Science

Usc viterbi’s department of computer science welcomes a diverse group of new faculty members for the 2022/2023 academic year..

New faculty members, clockwise from left: Souti Chattopadhyay, Luis Garcia, Filip Ilievski, Lars Lindemann, Harsha Madhyastha, Marco Papa, Oded Stein, Swabha Swayamdipta, Weihang Wang, Dani Yogatama, Yajie Zhao.

This academic year, USC Viterbi’s Department of Computer Science welcomes eleven new full-time faculty members to campus, with expertise ranging from human-computer interaction and software engineering to natural language processing and distributed systems.

Souti Chattopadhyay joined USC as an assistant professor of computer science in August 2022. Her work lies at the intersection of human-computer interaction, software engineering and cognitive science. Specifically, her research focuses on understanding how humans make decisions when interacting with interfaces, particularly programming interfaces. Ultimately, she aims to understand and model cognitive processes in experts and end-users of computing to make tools and platforms that improve user experience and productivity. In 2020, her paper, “A Tale from the Trenches: Cognitive Bias in Software Development” received an ACM SIGSOFT Distinguished Paper Award.

Luis Garcia joined USC as a research assistant professor of computer science in July 2022. His research interests include the safety and security of learning-enabled cyber-physical systems, malware analysis and reverse engineering, industrial control system security and verification, and neurosymbolic architectures for trustworthy cyber-physical systems. Garcia was previously a postdoctoral scholar in the Networked and Embedded Systems Laboratory (NESL) at the University of California, Los Angeles (UCLA) Electrical and Computer Engineering Department. He joined USC ISI’s Networking and Cybersecurity Division as a research computer scientist in June 2020. Garcia received his PhD in computer engineering with a cyber security track working on the safety and security of cyber-physical industrial control systems at Rutgers University in 2018.

Filip Ilievski joined USC as a research assistant professor of computer science in August 2022. He is also a research lead at the Center on Knowledge Graphs within USC’s Information Sciences Institute (ISI). His research focuses on developing robust and explainable neuro-symbolic technology with positive real-world impact, based on neural methods and high-quality knowledge. Ilievski has over 40 peer-reviewed publications in top-tier venues on commonsense reasoning, information extraction, and knowledge graphs. He received his PhD from the Vrije Universiteit (VU) in Amsterdam.

Lars Lindemann will join USC as an assistant professor of computer science in January 2023. He has been serving as a postdoctoral researcher at the University of Pennsylvania after receiving his PhD in electrical engineering from KTH Royal Institute of Technology. His research interests include systems and control theory, formal methods and verification, and safety in autonomous systems. He received the Best Student Paper Award at the 2021 Conference on Decision and Control (as a co-author) and the Outstanding Student Paper Award at the 2019 Conference on Decision and Control. He was a finalist for the Best Paper Award at the 2022 Conference on Hybrid Systems: Computation and Control, and for the Best Student Paper Award at the 2018 American Control Conference.

Harsha Madhyastha will join USC Viterbi in 2023 as an associate professor of computer science. Madhyastha’s research is broadly in the area of distributed systems and networking. Madhyastha will come to USC from Michigan Engineering, where he serves as an associate professor. Over the last decade, his group has focused on enabling global-scale web services and improving the web’s performance and availability. More recently, his group has developed solutions for the long-term preservation of content on the web. His research has twice received the Internet Research Task Force’s Applied Networking Research Prize, in addition to several Google Faculty Research Awards, a NetApp Faculty Fellowship, a Facebook Faculty Award, and an NSF CAREER award.

Marco Papa is a senior lecturer of computer science and the former CTO of CareerBuilder and Luckman Interactive with more than 30 years of experience in the IT and internet businesses. More recently, he was the chief technologist at the Los Angeles Superior Court, the largest court system in the world. He is the principal of Intersect World LLC, a mobile development company that develops mobile software for the iOS and Android platforms. A Trojan alumnus, he holds a PhD in computer science from USC (’88) and now teaches courses on web technologies and principles of programming languages.

Oded Stein will join USC as an assistant professor of computer science in January 2023. His research focuses on all things geometry, including geometry processing, numerical mathematics and optimization, computer graphics, computer-aided fabrication, physical simulation, and differential geometry. His goal is to make the useful tools of geometry processing and computer-aided fabrication more economical, robust, and accessible to scientists of all fields as well as lay users. He received his PhD in applied mathematics from Columbia University in 2020 and has since been serving as a postdoctoral fellow at MIT’s Computer Science & Artificial Intelligence Lab.

Swabha Swayamdipta  joined USC as an assistant professor of computer science in August 2022. Her research interests are in natural language processing and machine learning, with a primary interest in the estimation of dataset quality, the semi-automatic collection of impactful data, and evaluating how human biases affect dataset construction and model decisions. At USC, Swayamdipta has launched the Data, Interpretability, Language and Learning (DILL) Lab. She received her PhD from Carnegie Mellon University, followed by a postdoc at the Allen Institute for AI.

Weihang Wang joined USC as an assistant professor of computer science in August 2022 with a research focus on software engineering. Noted for her work in program analysis and software testing of web applications, Wang joins USC from the University of Buffalo, where she was awarded a Young Investigator Award, an NSF CAREER Award, a Facebook Testing and Verification Research Award, and a Mozilla Research Award. She received her PhD from Purdue University, where she was awarded a Maurice H. Halstead Memorial Research Award.

Dani Yogatama joined USC as an assistant professor of computer science in August 2022. His research interests lie in artificial intelligence, machine learning, and natural language processing. Prior to his arrival at USC, he was a senior staff research scientist at DeepMind, where he worked on large language models, reinforcement learning, and neural network architectures. He was a Monbukagakusho fellow at the University of Tokyo and received his PhD from Carnegie Mellon University.

Published on October 3rd, 2022

Last updated on November 11th, 2022

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ICT’s Newly-Minted PhDs Participate in USC Viterbi School of Engineering “hooding” Ceremony

By Dr. Randall HIll, Vice Dean, Viterbi School of Engineering, Omar B. Milligan Professor in Computer Science (Games and Interactive Media), Executive Director

We are very proud of our three newly-minted ICT PhDs: Yufeng Yin, Kushal Chawla, and Jessie Hoegen, who all wore the traditional cardinal and gold hoods for the first time today, on stage at USC’s Bovard Auditorium. The “hooding” ceremony was part of the USC Viterbi School of Engineering’s events, launching Commencement 2024. In case you were curious about the provenance of “hooding” PhDs, according to Adam Smith, VSOE’s Chief Creative Content Officer: “[this is a] centuries old tradition…going back to the 13th century, [as] the hooded robes were required for warmth in unheated medieval libraries.”

Also, as per the medieval tradition, each PhD was “hooded” by their advisor.

DR. YUFENG YIN  

[waiting on official photo to arrive!]

Throughout his time at ICT, Dr. Yufeng Yin was part of Prof. Mohammad Soleymani’s Intelligent Human Perception Lab, focusing on areas such as affective computing, multimodal learning, facial expression analysis, transfer learning, and personalization. Dr. Yin also took on research scientist intern positions at both TikTok and Meta.

“We have been very lucky to have him and are happy to see him grow, graduate and seek new adventures in industry,” said Dr. Mohammad Soleymani.

DR. KUSHAL CHAWLA

Dr. Kushal Chawla ‘s advisor was Prof. Gale M. Lucas and was Co-advised by Prof. Jonathan Gratch. He worked in both Prof. Gratch’s Affective Computing Lab, and Prof. Lucas’s Technology Evaluation Lab, focusing on computational models for dialogue agents to negotiate with humans. Previously he was a researcher at Adobe and at Amazon Alexa. 

“I work at the overlap between Natural Language Processing and Human-Computer Interaction,” explained Dr. Chawla. “Focusing on the design and innovation of AI-driven systems that comprehend, participate in, and prepare us for our everyday social interactions. This includes conversational AI assistants and tools for practitioners such as investors, therapists, lawyers, and educators.”

“Kushal helped to establish the field of Social Influence Dialogue systems,” said Dr. Gale Lucas. “He has already made a mark on our discipline, and I know he will continue to do so. I am so very proud of Kushal. He is a credit to our field.”

DR. JESSIE HOEGEN

Jonathan Gratch “hooded” Dr. Jessie Hoegen . Initially visiting ICT as a summer intern, Jessie was recruited as a PhD student into Prof. Gratch’s Affecting Computing Lab, where she worked on the automatic analysis and interpretation of facial expressions in human and human-machine social tasks. Previously, Dr. Jessie Hoegen worked as an intern at Microsoft Research, Hume AI, and Oxford University. 

We are enormously proud of these three researchers, and wish them all the best in their future careers!

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51 Best Colleges for Computer Science – 2024

May 8, 2024

The CS major is exploding at colleges and universities across the United States and gaining admission at any of the best colleges for computer science is highly competitive. The computer science explosion extends even beyond the higher education world as more and more public k-12 systems are requiring that every student learns how to code. These trends are a recognition of the tech-heavy nature of modern industry as well as modern life in general. Attending any of the Best Colleges for Computer Science that cracked our list will set graduates up for a rewarding and lucrative tech career.

Methodology 

Click here to read our methodology for the Best Colleges for Computer Science.

Salary Information

Want to know how much money graduates of the top CS schools make when they begin their careers? For each college listed (and hundreds of additional schools), you can view the starting salaries for computer science majors .

Best Colleges for Computer Science

Here’s a quick preview of the first ten computer science institutions that made our list. Detailed profiles and stats can be found when you scroll below.

1) Massachusetts Institute of Technology

2) Stanford University

3) California Institute of Technology

4) University of California, Berkeley

5) Columbia University

6) University of Michigan

7) Duke University

8) Harvey Mudd College

9) Georgia Institute of Technology

10) Princeton University

All of the schools profiled below have stellar reputations in the area of CS and commit substantial resources to undergraduate education. For each of the best computer science colleges, College Transitions will provide you with—when available—the university’s:

• Cost of Attendance
• Acceptance Rate
• Median  SAT
• Median  ACT
• Retention Rate
• Graduation Rate

We will also include a longer write-up of each college’s:

• Academic Highlights – Includes facts like student-to-faculty ratio, average class size, number of majors offered, and most popular majors.
• Professional Outcomes – Includes info on the rate of positive outcomes, companies employing alumni, and graduate school acceptances.

Massachusetts Institute of Technology

• Cambridge, MA

Academic Highlights: Undergraduates pursue one of 57 majors and 59 minors at this world-class research institution that continues to be one of the world’s most magnetic destinations for math and science geniuses.  The student-to-faculty ratio is an astonishing 3-to-1, and over two-fifths of all class sections have single-digit enrollments, and 70% of courses contain fewer than twenty students. The highest numbers of degrees conferred in 2022 were in the following majors: engineering (31%), computer science and engineering (28%), mathematics (10%), and the physical sciences (7%).

Professional Outcomes: The Class of 2023 saw 29% of its members enter the world of employment and 43% continue on their educational paths. The top employers included Accenture, Amazon, Microsoft, Goldman Sachs, Google, General Motors, the US Navy, Apple, Bain & Company, and McKinsey. The mean starting salary for an MIT bachelor’s degree holder was $95,000. The most frequently attended graduate schools are a who’s who of elite institutions including MIT itself, Stanford, Caltech, Harvard, and the University of Oxford.

• Enrollment: 4,657
• Cost of Attendance: $82,730
• Median SAT: 1550
• Median ACT: 35
• Acceptance Rate: 4%
• Retention Rate: 99%
• Graduation Rate: 95%

Stanford University

• Palo Alto, CA

Academic Highlights: Stanford has three undergraduate schools: the School of Humanities & Sciences, the School of Engineering, and the School of Earth, Energy, and Environmental Sciences. 69% of classes have fewer than twenty students, and 34% have a single-digit enrollment. Programs in engineering, computer science, physics, mathematics, international relations, and economics are arguably the best anywhere. In terms of sheer volume, the greatest number of degrees are conferred in the social sciences (17%), computer science (16%), engineering (15%), and interdisciplinary studies (13%).

Professional Outcomes: Stanford grads entering the working world flock to three major industries in equal distribution: business/finance/consulting/retail (19%); computer, IT (19%); and public policy and service, international affairs (19%). Among the companies employing the largest number of recent grads are Accenture, Apple, Bain, Cisco, Meta, Goldman Sachs, Google, McKinsey, Microsoft, and SpaceX. Other companies that employ hundreds of Cardinal alums include LinkedIn, Salesforce, and Airbnb. Starting salaries for Stanford grads are among the highest in the country.

• Enrollment: 8,049 (undergraduate); 10,236 (graduate)
• Cost of Attendance: $87,833
• Median SAT: 1540
• Retention Rate: 98%

California Institute of Technology

• Pasadena, CA

Academic Highlights: Across all divisions, there are 28 distinct majors. Possessing an absurdly favorable 3:1 student-to-faculty ratio, plenty of individualized attention is up for grabs. Class sizes are not quite as tiny as the student-to-faculty ratio might suggest, but 70% of courses enroll fewer than twenty students, and 28% enroll fewer than ten. Computer science is the most popular major, accounting for 38% of all degrees conferred. Engineering (30%), the physical sciences (20%), and mathematics (6%) also have strong representation.

Professional Outcomes: Caltech is a rare school that sees six-figure average starting salaries for its graduates; in 2022, the median figure was $120,000. Forty-three percent of recent grads went directly into the workforce and found homes at tech giants such as Google, Intel, Microsoft, Apple, and Meta. A healthy 46% of those receiving their diplomas in 2022 continued directly on the higher education path, immediately entering graduate school. Ninety-seven percent of these students were admitted to one of their top-choice schools.

• Enrollment: 982
• Cost of Attendance: $86,886
• Median SAT: Test Blind
• Median ACT: Test Blind
• Acceptance Rate: 3%
• Graduation Rate: 94%

University of California, Berkeley

• Berkeley, CA

Academic Highlights: More than 150 undergraduate majors and minors are available across six schools: the College of Letters and Science, the College of Chemistry, the College of Engineering, the College of Environmental Design, the College of Natural Resources, and the Haas School of Business. Many departments have top international reputations including computer science, engineering, chemistry, English, psychology, and economics. 22% of sections contain nine or fewer students, and over 55% of students assist faculty with a research project or complete a research methods course.

Professional Outcomes: Upon graduating, 49% of Cal’s Class of 2022 had already secured employment, and 20% were headed to graduate school. Business is the most popular sector, attracting 62% of employed grads; next up are industrial (17%), education (8%), and nonprofit work (7%). The median starting salary was $86,459 across all majors. Thousands of alumni can be found in the offices of Google, Apple, and Meta, and 500+ Golden Bears are currently employed by Oracle, Amazon, and Microsoft. The school is the number one all-time producer of Peace Corps volunteers.

• Enrollment: 32,831 (undergraduate); 12,914 (graduate)
• Cost of Attendance: $48,574 (in-state); $82,774 (out-of-state)
• Acceptance Rate: 11%
• Retention Rate: 96%

Columbia University

• New York, NY

Academic Highlights: Columbia offers 100+ unique areas of undergraduate study as well as a number of pre-professional and accelerated graduate programs.  Class sizes at Columbia are reasonably small and the student-to-faculty ratio is favorable; however, in 2022, it was revealed that the university had been submitting faulty data in this area. It is presently believed that 58% of undergraduate courses enroll 19 or fewer students. The greatest number of degrees are conferred in the social sciences (22%), computer science (15%), engineering (14%), and biology (7%).

Professional Outcomes: Examining the most recent graduates from Columbia College and the Fu Foundation School of Engineering & Applied Science, 73% had found employment within six months, and 20% had entered graduate school. The median starting salary for graduates of Columbia College/Columbia Engineering is above $80,000. Many graduates get hired by the likes of Amazon, Goldman Sachs, Morgan Stanley, Google, Citi, McKinsey, and Microsoft.

• Enrollment: 8,832
• Cost of Attendance: $89,587

University of Michigan

• Ann Arbor, MI

Academic Highlights: There are 280+ undergraduate degree programs across fourteen schools and colleges, and the College of Literature, Science, and the Arts (LSA) enrolls the majority of students. The Ross School of Business offers highly rated programs in entrepreneurship, management, accounting, and finance. The College of Engineering is also one of the best in the country. By degrees conferred, engineering (15%), computer science (14%), and the social sciences (11%) are most popular. A solid 56% of classes have fewer than 20 students.

Professional Outcomes: Within three months of graduating, 89% of LSA grads are employed full-time or in graduate school, with healthcare, education, law, banking, research, nonprofit work, and consulting being the most popular sectors. Within three months, 99% of Ross grads are employed with a median salary of $90k. Top employers include Goldman Sachs, Deutsche Bank, EY, Morgan Stanley, PwC, Deloitte, and Amazon.  Within six months, 96% of engineering grads are employed (average salary of $84k) or in grad school. General Motors, Ford, Google, Microsoft, Apple, and Meta employ the greatest number of alumni.

• Enrollment: 32,695 (undergraduate); 18,530 (graduate)
• Cost of Attendance: $35,450 (in-state); $76,294 (out-of-state)
• Median SAT: 1470
• Median ACT: 33
• Acceptance Rate: 18%
• Retention Rate: 97%
• Graduation Rate: 93%

Duke University

Academic Highlights: The academic offerings at Duke include 53 majors, 52 minors, and 23 interdisciplinary certificates. Class sizes are on the small side—71% are nineteen or fewer, and almost one-quarter are less than ten. A stellar 5:1 student-to-faculty ratio helps keep classes so reasonable even while catering to five figures worth of graduate students. Computer Science is the most popular area of concentration (11%), followed by economics (10%), public policy (9%), biology (8%), and computer engineering (7%).

Professional Outcomes: At graduation, approximately 70% of Duke diploma-earners enter the world of work, 20% continue into graduate schools, and 2% start their own businesses. The industries that attract the largest percentage of Blue Devils are tech (21%), finance (15%), business (15%), healthcare (9%), and science/research (6%). Of the 20% headed into graduate school, a hefty 22% are attending medical school, 18% are in PhD programs, and 12% are entering law school. The med school acceptance rate is 85%, more than twice the national average.

• Enrollment: 6,640
• Cost of Attendance: $85,238
• SAT Range: 1490-1570
• ACT Range: 34-35
• Acceptance Rate: 6%
• Graduation Rate: 97%

Harvey Mudd College

• Claremont, CA

Academic Highlights: While 62% of courses have an enrollment under 20, another 32% enroll between 20 and 39 students. Regardless, Mudd prides itself on offering graduate-level research opportunities and experiential learning to all undergrads. Only six majors are offered: biology, chemistry, computer science, engineering, mathematics, and physics. All are incredibly strong. Students also have the option to combine certain disciplines into what amounts to a double major.

Professional Outcomes: Seventy-two percent of the Class of 2022 planned on entering a job right after receiving their bachelor’s degree. The highest number of recent Harvey Mudd graduates are scooped up by the following companies (in order of representation): Meta, Microsoft, and Caltech. Graduates average an impressive $117,500 starting salary, a phenomenal number even when accounting for the preponderance of STEM majors. Many Harvey Mudd grads—20% in 2022—go directly into graduate school programs.

• Enrollment: 906
• Cost of Attendance: $89,115
• Median SAT: 1530
• Acceptance Rate: 13%
• Graduation Rate: 92%

Georgia Institute of Technology

• Atlanta, GA

Academic Highlights: Georgia Tech’s engineering and computer science programs are at the top of any “best programs” list. Being a large research university, the student-to-faculty ratio is a less-than-ideal 22:1, leading to some larger undergraduate class sections. In fact, 49% of courses had enrollments of more than thirty students in 2022-23. On the other end of the spectrum, 8% of sections had single-digit enrollments. In terms of total number of degrees conferred, the most popular areas of study are engineering (51%), computer science (21%), and business (9%).

Professional Outcomes: More than three-quarters of recent grads had already procured employment by the time they were handed their diplomas. You will find graduates at every major technology company in the world. The median salary reported by that group was $80,000. Many remain on campus to earn advanced engineering degrees through Georgia Tech, but the school’s reputation is such that gaining admission into other top programs including MIT, Carnegie Mellon, Berkeley, Stanford, and Caltech.

• Enrollment: 18,416
• Cost of Attendance: $29,950 (In-State); $52,120 (Out-of-State)
• Acceptance Rate: 17%

Princeton University

• Princeton, NJ

Academic Highlights: 39 majors are available at Princeton. Just under three-quarters of class sections have an enrollment of 19 or fewer students, and 31% have fewer than ten students. Princeton is known for its commitment to undergraduate teaching, and students consistently rate professors as accessible and helpful. The Engineering Department is widely recognized as one of the country’s best, as is the School of Public and International Affairs.

Professional Highlights: Over 95% of a typical Tiger class finds their next destination within six months of graduating. Large numbers of recent grads flock to the fields of business and engineering, health/science, & tech. Companies presently employing hundreds of Tiger alumni include Google, Goldman Sachs, Microsoft, McKinsey & Company, Morgan Stanley, IBM, and Meta. The average salary ranges from $40k (education, health care, or social services) to $100k (computer/mathematical positions). Between 15-20% of graduating Tigers head directly to graduate/professional school.

• Enrollment: 5,604 (undergraduate); 3,238 (graduate)
• Cost of Attendance: $86,700
• Graduation Rate: 98%

University of California, San Diego

• San Diego, CA

Academic Highlights: There are 140+ undergraduate majors offered at UCSD, and all students join one of eight undergraduate colleges meant to forge flourishing communities within the larger university. Biology has the highest representation of all majors (19%) followed by engineering (12%), the social sciences (11%), and computer science (9%). UCSD’s computer science and engineering programs have stellar reputations in the corporate and tech communities, and programs in biology, economics, and political science are among the best anywhere.

Professional Outcomes: Employers of recent graduates included the Walt Disney Company, Tesla, NBC Universal, PwC, Northrop Grumman, and EY. More than 1,000 current Google employees are UC San Diego alumni, and Qualcomm, Amazon, and Apple all employ 500+ each. The median early career salary is $65,000 across all majors, placing the university in the top 10 public universities in the country. UCSD also fares well in measures of its return-on-investment potential.

• Enrollment: 33,096 (undergraduate); 8,386 (graduate)
• Cost of Attendance: $31,830 (in-state); $64,404 (out-of-state)
• Acceptance Rate: 25%
• Retention Rate: 93%
• Graduation Rate: 88%

University of California, Los Angeles

• Los Angeles, CA

Academic Highlights: UCLA offers 125 majors in 100+ academic departments, and more than 60 majors require a capstone experience that results in the creation of a tangible product under the mentorship of faculty members. The most commonly conferred degrees are in the social sciences (25%), biology (16%), psychology (11%), mathematics (8%), and engineering (7%). Departmental rankings are high across the board, especially in computer science, engineering, film, fine and performing arts, mathematics, and political science.

Professional Outcomes: UCLA grads flow most heavily into the research, finance, computer science, and engineering sectors. High numbers of recent grads can be found at Disney, Google, EY, Teach for America, Amazon, and Oracle. Hundreds also can be found at Bloomberg, Deloitte, Mattel, Oracle, and SpaceX. The average starting salary exceeds $55,000. 16% of recent grads enrolled directly in a graduate/professional school, with other CA-based institutions like Stanford, Pepperdine, USC, Berkeley, and Loyola Marymount being the most popular.

• Enrollment: 33,040 (undergraduate); 15,010 (graduate)
• Cost of Attendance: $38,517 (in-state); $71,091 (out-of-state)
• Acceptance Rate: 9%

Harvard University

Academic Highlights: There are 50 undergraduate fields of study referred to as concentrations; many are interdisciplinary. Even with a graduate population of over 14,000 to cater to, undergraduate class sizes still tend to be small, with 42% of sections having single-digit enrollments and 71% being capped at nineteen. Economics, government, and computer science are the three most popular areas of concentration at Harvard. Biology, chemistry, physics, math, statistics, sociology, history, English, and psychology all sit atop most departmental ranking lists.

Professional Outcomes: The Crimson Class of 2022 saw 15% of students head directly into graduate/professional school. Of the graduates entering the world of work (virtually everyone else), 58% were entering either the consulting, finance, or technology field. Over 1,000 Harvard alumni presently work for Google and over 500 for Microsoft, McKinsey & Company, and Goldman Sachs. Turning our attention to those moving on to graduate school, Harvard grads with at least a 3.5 GPA typically enjoy acceptance rates into medical school of 90% or greater.

• Enrollment: 7,240
• Cost of Attendance: $79,450

Cornell University

Academic Highlights: A diverse array of academic programs includes 80 majors and 120 minors spread across the university’s seven schools/colleges. Classes are a bit larger at Cornell than at many other elite institutions. Still, 55% of sections have fewer than 20 students. Most degrees conferred in 2022 were in computer science (17%), engineering (13%), business (13%), and biology (13%). The SC Johnson College of Business houses two undergraduate schools, both of which have phenomenal reputations.

Professional Outcomes: Breaking down the graduates of the College of Arts and Sciences, the largest school at Cornell, 68% entered the workforce, 28% entered graduate school, 1% pursued other endeavors such as travel or volunteer work, and the remaining 3% were still seeking employment six months after receiving their diplomas. The top sectors attracting campus-wide graduateswere financial services (18%), technology (17%), consulting (15%), and education (10%). Of the students from A&S going on to graduate school, 15% were pursuing JDs, 5% MDs, and 22% PhDs.

• Enrollment: 15,735
• Cost of Attendance: $88,150
• Median SAT: 1520
• Median ACT: 34
• Acceptance Rate: 7%

University of Southern California

Academic Highlights : There are 140 undergraduate majors and minors within the Dornsife College of Arts & Sciences alone, the university’s oldest and largest school. The Marshall School of Business, Viterbi School of Engineering, and programs in communication, the cinematic arts, and the performing arts are highly acclaimed. Popular areas of study are business (22%), social sciences (11%), visual and performing arts (11%), communications/journalism (9%), and engineering (8%). Most courses enroll 10-19 students, and USC does an excellent job facilitating undergraduate research opportunities.

Professional Outcomes: 96% of undergrads experience positive postgraduation outcomes within six months of earning their degree. The top five industries entered were finance, consulting, advertising, software development, and engineering; the median salary across all majors is an astounding $79k. Presently, between 300 and 1,500 alumni are employed at each of Google, Amazon, Apple, Microsoft, KPMG, Goldman Sachs, and Meta. Graduate/professional schools enrolling the greatest number of 2022 USC grads include NYU, Georgetown, Harvard, Stanford, Pepperdine, and UCLA.

• Enrollment: 20,699 (undergraduate); 28,246 (graduate)
• Cost of Attendance: $90,921
• Median SAT: 1510
• Acceptance Rate: 12%

Brown University

• Providence, RI

Academic Highlights: Students must choose one of 80+ “concentration programs,” but there are no required courses. Class sizes tend to be small—68% have fewer than twenty students—and 35% are comprised of nine or fewer students. Biology, economics, computer science, mathematics, and engineering are among the most popular areas of concentration at Brown; however, it is hard to distinguish any one program, because Brown possesses outstanding offerings across so many disciplines.

Professional Outcomes: Soon after receiving their Brown diplomas, 69% of graduates enter the world of employment. Companies employing the greatest number of Brown alums include Google, Microsoft, Goldman Sachs, Amazon, Morgan Stanley, Apple, McKinsey & Company, and Bain & Company. The Class of 2022 saw 27% of graduates go directly into graduate/professional school. Right out of undergrad, Brown students boasted an exceptional 81% admission rate to med school and an 81% admission rate to law school.

• Enrollment: 7,639
• Cost of Attendance: $84,828
• Acceptance Rate: 5%
• Graduation Rate: 96%

Carnegie Mellon University

• Pittsburgh, PA

Academic Highlights: There are a combined 80+ undergraduate majors and 90 minors available across the six schools. Impressively, particularly for a school with more graduate students than undergrads, CMU boasts a 6:1 student-to-faculty ratio and small class sizes, with 36% containing single digits. In a given school year, 800+ undergraduates conduct research through the University Research Office. The most commonly conferred degrees are in engineering (21%), computer science (16%), mathematics (12%), business (10%), and visual and performing arts (9%).

Professional Outcomes: By the end of the calendar year in which they received their diplomas, 66% of 2022 grads were employed, and 28% were continuing to graduate school. The companies that have routinely scooped up CMU grads include Google, Meta, Microsoft, Apple, Accenture, McKinsey, and Deloitte. With an average starting salary of $105,194, CMU grads outpace the average starting salary for a college grad nationally. Of those pursuing graduate education, around 20% typically enroll immediately in PhD programs.

• Enrollment: 7,509
• Cost of Attendance: $84,412

Swarthmore College

• Swarthmore, PA

Academic Highlights: Swarthmore offers forty undergraduate programs and runs 600+ courses each academic year. Small, seminar-style courses are the norm—an outstanding 33% of sections enroll fewer than ten students, and 70% contain a maximum of nineteen students. Social science degrees are the most commonly conferred, accounting for 24% of all 2022 graduates. Future businessmen/women, engineers, and techies are also well-positioned, given Swat’s incredibly strong offerings in economics, engineering, and computer science.

Professional Outcomes: 68% of Class of 2022 grads entered the workforce shortly after graduation. Popular industries included education (17%), consulting (16%), and financial services (13%); the median starting salary was $60,000. Google is a leading employer of Swarthmore grads followed by Amazon, Goldman Sachs, IBM, and a number of the top universities.  18% of 2022 grads pursued advanced degrees, with 35% pursuing a PhD, 35% entering master’s programs, 10% heading to law school, and 7% matriculating into medical school.

• Enrollment: 1,625
• Cost of Attendance: $81,376
• Median SAT: 1500

The University of Texas at Austin

Academic Highlights: UT Austin offers over 150 majors, including those at the Cockrell School of Engineering, one of the most heralded undergraduate engineering schools around, and The McCombs School of Business, which dominates in the specialty areas of accounting and marketing. The computer science department is also top-ranked. In terms of degrees conferred, engineering is tied with biology (12%) followed by communication (11%), business (11%), and the social sciences (8%). The elite Plan II Honors Program is one of the best in the country.

Professional Outcomes: Within the College of Liberal Arts, six months after graduating, 68% of Longhorns are employed and 24% have entered graduate school. The for-profit sector attracts 65% of those employed while 19% enter public sector employment and 16% pursue jobs at a nonprofit. Major corporations that employ more than 500 UT Austin grads include Google, Meta, Oracle, Microsoft, IBM, and Apple. Engineering majors took home a median income of $79k and business majors took home $70k.

• Enrollment: 41,309 (undergraduate); 11,075 (graduate)
• Cost of Attendance: $30,752-$34,174 (in-state); $61,180-$69,310 (out-of-state)
• Median SAT: 1430
• Median ACT: 32
• Acceptance Rate: 31%
• Retention Rate: 95%

University of California, Irvine

Academic Highlights: UCI offers eighty undergrad programs as well as many opportunities for personal connection; 56% of all sections enroll 19 or fewer students and over 60% of students conduct a research project. The most commonly conferred degrees are the social sciences (16%), business (12%), psychology (11%), and biology (9%). The Samueli School of Engineering has a solid reputation as does the Bren School, the only independent computer science school in the UC system. Programs in public health and biological sciences earn very high marks.

Professional Outcomes: Accounting, aerospace, internet and software, K-12 education, real estate, and retail are among the industries attracting the greatest number of Anteaters. Companies employing large numbers of recent grads include Boeing, the Walt Disney Company, Google, EY, and Microsoft. Hundreds of alumni are also found at Kaiser Permanente, Meta, Apple, Edwards Lifesciences, and Deloitte. The median salary is $69,000, with CS grads earning close to $120k right off the bat. UCI has a very strong reputation for premed.

• Enrollment: 28,661 (undergraduate); 7,275 (graduate)
• Cost of Attendance: $40,202 (in-state); $72,776 (out-of-state)
• Acceptance Rate: 26%
• Retention Rate: 91%
• Graduation Rate: 87%

Williams College

• Williamstown, MA

Academic Highlights: The school’s 25 academic departments offer 36 majors and a number of concentrations rather than minors. An unparalleled 40% of courses have fewer than ten students enrolled; the median class size is 12 students. Programs in economics, English, history, math, and political science are especially renowned, and the greatest number of degrees are conferred in the social sciences (26%), the physical sciences (10%), math and statistics (9%), psychology (9%), and computer science (7%).

Professional Outcomes: Among the Class of 2022, 92% were employed or continuing their educational journey within six months of graduating. Business and education typically attract the most students, with popular companies/organizations including Apple, Google, Goldman Sachs, The New York Times Co., the Peace Corps, and Teach for America. The median annual income for 2022 grads was $75,000. 75% pursue an advanced degree within five years of leaving Williams, with the most frequently attended graduate programs being Harvard, Columbia, and Yale.

• Enrollment: 2,152 (undergraduate); 53 (graduate)
• Cost of Attendance: $81,160
• Acceptance Rate: 8%

Yale University

• New Haven, CT

Academic Highlights: Yale offers 80 majors, most of which require a one- to two-semester senior capstone experience. Undergraduate research is a staple, and over 70% of classes—of which there are over 2,000 to choose from—have an enrollment of fewer than 20 students, making Yale a perfect environment for teaching and learning. Among the top departments are biology, economics, global affairs, engineering, history, and computer science. The social sciences (26%), biology (11%), mathematics (8%), and computer science (8%) are the most popular areas of concentration.

Professional Outcomes: Shortly after graduating, 73% of the Yale Class of 2022 had entered the world of employment and 18% matriculated into graduate programs. Hundreds of Yale alums can be found at each of the world’s top companies including Google, Goldman Sachs, McKinsey & Company, Morgan Stanley, and Microsoft. The most common industries entered by the newly hired were finance (20%), research/education (16%), technology (14%), and consulting (12%). The mean starting salary for last year’s grads was $81,769 ($120k for CS majors). Nearly one-fifth of students immediately pursue graduate school.

• Enrollment: 6,590 (undergraduate); 5,344 (graduate)
• Cost of Attendance: $87,705

Johns Hopkins University

• Baltimore, MD

Academic Highlights: With 53 majors as well as 51 minors, JHU excels in everything from its bread-and-butter medical-related majors to international relations and dance. Boasting an enviable 6:1 student-to-faculty ratio and with 78% of course sections possessing an enrollment under 20, face time with professors is a reality. Many departments carry a high level of clout, including biomedical engineering, chemistry, English, and international studies. Biology, neuroscience, and computer science, which happen to be the three most popular majors, can also be found at the top of the national rankings.

Professional Outcomes: The Class of 2022 saw 94% of graduates successfully land at their next destination within six months of exiting the university; 66% of graduates entered the world of employment and a robust 19% went directly to graduate/professional school. The median starting salary across all majors was $80,000 for the Class of 2022. JHU itself is the most popular choice for graduate school. The next most frequently attended institutions included Columbia, Harvard, Yale, and MIT.

• Enrollment: 6,044
• Cost of Attendance: $86,065

University of Illinois at Urbana-Champaign

• Champaign-Urbana, IL

Academic Highlights: Eight of UIUC’s fifteen schools cater to undergraduate students. There are 150 academic programs offered, including those at the acclaimed Grainger College of Engineering and Gies College of Business. In sheer volume of degrees conferred, engineering and business/marketing are tied at 19%, followed by the social sciences (9%) and psychology (6%). 39% of sections are capped at 19 students. 29% of undergraduates work with a faculty member on a research project; another 22% have some type of fieldwork, practicum, or clinical experience.

Professional Outcomes: 95% of the members of the Class of 2022 landed at their next destination within six months of graduation, with 38% matriculating directly into an advanced degree program. 57% were employed full-time; the most popular sectors were finance, consulting, healthcare, electronics, and education. Corporations landing the most recent Illini grads were KPMG, Deloitte, Epic Systems, EY, PwC, and Amazon. The average salary across all Class of 2022 majors was an extremely solid $75,000.

• Enrollment: 35,120 (undergraduate); 21,796 (graduate)
• Cost of Attendance: $35,926-$41,190 (in-state); $55,386-$63,290 (out-of-state)
• Median SAT: 1440
• Acceptance Rate: 79%
• Graduation Rate: 85%

University of Pennsylvania

• Philadelphia, PA

Academic Highlights : 90 distinct degrees are available across four schools: the College of Arts & Sciences, the College of Applied Science and Engineering, the College of Nursing, and the world-renowned Wharton School. The greatest number of students pursue degrees in business (19%), social sciences (14%), biology (11%), health sciences (9%), engineering (9%), and computer science (9%). The university boasts an exceptional 26% of courses with an enrollment under ten and 59% with an enrollment under twenty as well as multiple ways for undergrads to conduct research.

Professional Outcomes: 75% of Class of 2022 grads were employed within six months of graduating, and 18% were in graduate school. Finance attracted the highest percentage of grads (30%) followed by consulting (20%), technology (15%), and healthcare (10%). Employers hiring the greatest number of 2022 grads included JPMorgan, Boston Consulting Group, McKinsey, Bain & Company, Meta, and Goldman Sachs. The median starting salary for all graduates is $80,000. For those continuing their educational journeys, the most popular move is to remain at Penn, followed by Columbia and Harvard.

• Enrollment: 9,760 (undergraduate); 13,614 (graduate)
• Cost of Attendance: $89,028

University of Washington – Seattle

• Seattle, WA

Academic Highlights: 180+ undergraduate majors are offered across thirteen colleges/schools. Personal connections with professors abound as 55% of grads complete a faculty-mentored research project. The College of Engineering, which includes the College of Computer Science & Engineering, is one of the best in the nation; UW also boasts strong programs in everything from business to social work to environmental science. The most popular degrees are the social sciences (13%), biology (12%), computer science (11%), and business (8%).

Professional Outcomes: Within months of graduation, 73% of Class of 2022 grads were employed and 17% were continuing their education. The most popular employers of the Class of 2022 included Google, Amazon, Microsoft, Boeing, and KPMG. Across all living alumni, 6,000+ work for Microsoft, and 4000+ work for each of Boeing and Amazon. Of those headed to graduate/professional school, just over half remain in state, mostly at UW itself. Large numbers of 2022 grads also headed to Columbia, Johns Hopkins, and USC.

• Enrollment: 36,872 (undergraduate); 16,211 (graduate)
• Cost of Attendance: $34,554 (in-state); $63,906 (out-of-state)
• Median SAT: 1420
• Acceptance Rate: 48%
• Retention Rate: 94%
• Graduation Rate: 84%

University of Maryland, College Park

• College Park, MD

Academic Highlights: Undergraduates can select from 100+ majors across twelve colleges. 18% of degrees are conferred in computer science, followed by the social sciences (13%), with  criminology, government and politics, and economics being the most popular majors.  Engineering (13%), business (11%), and biology (8%) are next in line. The School of Business, the School of Engineering, and the College of Journalism are all top-ranked, as are programs in computer science and criminology. 46% of sections enroll fewer than twenty students.

Professional Outcomes: Within six months of graduating, 96% of Class of 2022 grads had positive outcomes. 67% found employment; the companies/organizations that hired the greatest number of grads included Northrop Grumman, Deloitte, Amazon, and EY. Meta, Apple, and Google employ more than 200 alumni each.  The mid-50% salary range for 2022 grads was $55k-$83k. 21% of the Class of 2022 headed directly to graduate and professional school; 11% entered doctoral programs, 5% entered medical school, and 5% entered law school.

• Enrollment: 30,353 (undergraduate); 10,439 (graduate)
• Cost of Attendance: $31,540 (in-state); $60,918 (out-of-state)
• Acceptance Rate: 84%
• Graduation Rate: 89%

University of Chicago

• Chicago, IL

Academic Highlights: There are 53 majors at UChicago, but close to half of all degrees conferred are in four majors: economics, biology, mathematics, and political science, all of which have particularly sterling reputations. Economics alone is the selection of roughly one-fifth of the undergraduate population. Over 75% of undergrad sections have an enrollment of nineteen or fewer students, and undergraduate research opportunities are ubiquitous as 80% of students end up working in a research capacity alongside a faculty member.

Professional Outcomes: On commencement day, 99% of the Class of 2023 were employed or continuing their education. Business and financial services (30%) and STEM (12%) were the two sectors that scooped up the most graduates, but public policy and consulting were also well-represented. The most popular employers of recent grads include Google, JPMorgan, Goldman Sachs, McKinsey & Company, Bank of America, Citi, and Accenture. For those heading to grad school, the top seven destinations are Yale, Columbia, Penn, MIT, Stanford, UCLA, and Johns Hopkins.

• Enrollment: 7,653 (undergraduate); 10,870 (graduate)
• Cost of Attendance: $89,040

University of Texas at Dallas

Academic Highlights: There are 140+ degree plans at UT Dallas which sports a 25:1 student-to-faculty ratio. Only 7% of classes are taught by graduate assistants, but classes are on the large side – 27% of course sections contain 50 or more students. The two most popular areas of study at this university are business (20%) and computer science (20%). Biology (14%), engineering (13%), and health professions (8%) also enjoy solid popularity. Even better, UT Dallas has a strong national reputation in all of these academic areas.

Professional Outcomes: The most commonly entered industries are internet and software, healthcare, accounting, IT, and higher education. Those graduating with a degree in information technology and systems had an average starting salary of $76,900 while those earning an accounting degree brought home a mean figure of $59,700. UT Dallas graduates have less undergraduate debt than the national average and receive the third-best ROI of any public university in Texas.

• Enrollment: 21,617
• Cost of Attendance: $35,960 (In-State); $51,126
• Median SAT: 1290
• Median ACT: 28
• Acceptance Rate: 85%
• Retention Rate: 87%
• Graduation Rate: 74%

Dartmouth College

• Hanover, NH

Academic Highlights: Dartmouth sports 60+ majors and a stunning breadth of course selections for an institution of its size. The learning environment at Dartmouth is extraordinarily intimate. Not only do 61% of course sections have under twenty students, but 18% have single-digit enrollments. The student-to-faculty ratio is an outstanding 7:1. Top programs offered by Big Green include biology, economics, neuroscience, and government. The social sciences are the most popular, accounting for 32% of degrees conferred, followed by computer science (10%), mathematics (9%), engineering (9%), and biology (7%).

Professional Outcomes: A great reputation along with a passionate alumni network that is 80,000 strong leads Dartmouth grads to successful transitions into graduate school and the world of work. Included in the top ten employers of Dartmouth grads are a number of investment banks including Goldman Sachs, Morgan Stanley, Bain & Company, Citibank, and Deutsche Bank. Right off the bat, 52% of graduates make more than $70,000 in salary. Those pursuing graduate degrees often flock to the likes of Harvard, Columbia, and Princeton.

• Enrollment: 4,458
• Cost of Attendance: $87,793

Amherst College

• Amherst, MA

Academic Highlights: A 7:1 student-to-faculty ratio allows for 66% of courses to have fewer than twenty students and 32% to have single-digit enrollments. By senior year, 98% of seniors report feeling close enough to a faculty member to ask for a letter of recommendation. Amherst possesses strong offerings across the board, most notably in economics, English, history, mathematics, and law The social sciences account for 22% of degrees conferred, while 14% are in mathematics, 11% in biology, and 7% in computer science

Professional Outcomes: Six months after graduation, 93% of the Class of 2022 had already found its way into the world of employment, graduate school, or a volunteer organization.  The largest employers of Amherst grads includes Google, Deloitte, Morgan Stanley, and Goldman Sachs. The schools where the highest number of Amherst grads can be found pursuing advanced degrees include MIT, Dartmouth, and the University of Pennsylvania. Fifty to sixty Amherst grads apply to medical school each year, and the acceptance rate hovers around 75-80%.

• Enrollment: 1,898
• Cost of Attendance: $84,840

New York University

Academic Highlights: NYU is divided into a number of smaller (but still quite large) colleges organized by discipline; in sum, there are 230 areas of undergraduate study across nine schools and colleges. For its size, a commendable 58% of classes have an enrollment under 20 students. While all schools within NYU have solid reputations, Stern holds the distinction as one of the top undergraduate business programs in the country. For those entering film, dance, drama, or other performing arts, Tisch is as prestigious a place as you can find to study.

Professional Outcomes: Within six months of exiting, 94% of Class of 2022 grads had landed at their next destination, with 78% employed and 21% in graduate school. The top industries for employment were healthcare (11%), internet and software (9%), finance (8%), and entertainment (8%). Large numbers of alumni can be found at Google, Deloitte, Morgan Stanley, Goldman Sachs, IBM, JP Morgan Chase, Citi, and Amazon. The mean starting salary is $75,336. In 2022, business, arts and sciences, and law school were the most popular grad school destinations.

• Enrollment: 29,401 (undergraduate); 29,711 (graduate)
• Cost of Attendance: $90,222-$96,172

University of California, Santa Barbara

• Santa Barbara, CA

Academic Highlights: There are 90 undergraduate majors across three schools: the College of Letters and Science, the College of Engineering, and the College of Creative Studies. The social sciences are the most popular area of study, accounting for 27% of the total degrees conferred. Biology (10%), math (9%), and psychology (9%) are next in popularity. The school has highly regarded programs in communication, computer science, engineering, physics, environmental science, and the performing arts. More than half of sections contain fewer than 20 students, and 72% enroll 29 or fewer.

Professional Outcomes: Within six months of earning their diplomas, 84% of grads had found employment. The most popular industries were science/research (16%), engineering/computer programming (14%), business (13%), finance/accounting (11%), and sales (10%). Top employers of recent grads include Google, EY, KPMG, Oracle, Amazon, IBM, and Adobe. Many alumni also can be found at Apple, Meta, Microsoft, and Salesforce. Two years after graduating, UCSB alumni make an average salary of $55k; more than half make $100k by mid-career.

• Enrollment: 23,460 (undergraduate); 2,961 (graduate)
• Cost of Attendance: $41,289 (in-state); $73,863 (out-of-state)
• Acceptance Rate: 28%
• Retention Rate: 92%
• Graduation Rate: 86%

Washington University in St. Louis

• St. Louis, MO

Academic Highlights : WashU admits students into five schools, many of which offer nationally recognized programs: Arts & Sciences, the Olin School of Business, the School of Engineering & Applied Sciences, and the Art of Architecture programs housed within the Sam Fox School of Design and Visual Arts. The most commonly conferred degrees are in engineering (13%), social sciences (13%), business (13%), biology (11%), and psychology (10%). 66% of classes have fewer than 20 students, and over one-quarter have single-digit enrollments. 65% double major or pursue a minor.

Professional Outcomes: The Class of 2022 sent 52% of grads into the workforce and 28% into graduate and professional schools. Companies employing the highest number of WashU grads feature sought-after employers such as Amazon, Bain, Boeing, Deloitte, Google, IBM, Goldman Sachs, and Microsoft. Of the employed members of the Class of 2022 who reported their starting salaries, 79% made more than $60k. The universities welcoming the largest number of Bears included the prestigious institutions of Caltech, Columbia, Harvard, Penn, Princeton, and Stanford.

• Enrollment: 8,132 (undergraduate); 8,880 (graduate)
• Cost of Attendance: $83,760

University of Wisconsin – Madison

• Madison, WI

Academic Highlights: There are 230+ undergraduate majors offered across eight schools and colleges, including the top-ranked School of Business and College of Engineering as well as the College of Letters and Science, the College of Agricultural and Life Sciences, and the Schools of Nursing, Education, Pharmacy, and Human Ecology. Undergrads can expect a mix of large and small classes, with 44% of sections enrolling fewer than 20 students. Business (18%), biology (12%), the social sciences (11%), and engineering (10%) are most popular.

Professional Outcomes: In a recent year, 46% of job-seeking grads graduated with an offer.  Top employers included UW-Madison, Epic, Kohl’s, Oracle, Deloitte, and UW Health. Across all graduating years, companies employing 250+ alumni include Google, Target, Microsoft, Amazon, Apple, PwC, Accenture, and Meta. 28% of recent grads enrolled directly in graduate/professional school; the majority stayed at UW–Madison while others headed to Columbia, Northwestern, and Carnegie Mellon. The university is the top producer of Peace Corps volunteers.

• Enrollment: 37,230 (undergraduate); 12,656 (graduate)
• Cost of Attendance: $28,916 (in-state); $58,912 (out-of-state)
• Median ACT: 30
• Acceptance Rate: 49%

Carleton College

• Northfield, MN

Academic Highlights: Students work closely with their professors, and the college is routinely rated atop lists of best undergraduate teaching institutions. Small classes are the norm with the average being only sixteen students. It offers 33 majors, the most popular of which are within the disciplines of the social sciences (19%), the physical sciences (14%), biology (11%), computer science (11%), mathematics (10%), and psychology (8%).

Professional Outcomes: Target, Epic Systems, Google, Wells Fargo, and Amazon all employ large numbers of graduates. Carleton is a breeding ground for future scholars as a ridiculously high number of graduates go on to earn PhDs. In fact, by percentage, Carleton is one of the top five producers in the country of future PhDs. They produce an incredible number of doctoral degree holders in the areas of economics, math, political science, sociology, chemistry, physics, biology, and history.

• Enrollment: 2,034
• Cost of Attendance: $82,167
• Median SAT: 1490
• Graduation Rate: 91%

Northwestern University

• Evanston, IL

Academic Highlights : Northwestern is home to six undergraduate schools, including Medill, which is widely regarded as one of the country’s best journalism schools. The McCormick School of Engineering also achieves top rankings, along with programs in economics, social policy, and theatre. The social sciences account for the greatest number of degrees conferred (19%), followed by communications/journalism (13%), and engineering (11%). 45% of classes have nine or fewer students enrolled; 78% have fewer than twenty enrollees. 57% of recent grads had the chance to conduct undergraduate research.

Professional Outcomes: Six months after graduating, 69% of the Class of 2022 had found employment and 27% were in graduate school. The four most popular professional fields were consulting (18%), engineering (18%), business/finance (16%), and communications/marketing/media (13%). Employers included the BBC, NBC News, The Washington Post , NPR, Boeing, Google, IBM, Deloitte, PepsiCo, Northrop Grumman, and Goldman Sachs. Across all majors, the average starting salary was $73k. Of those headed straight to graduate school, engineering, medicine, and business were the three most popular areas of concentration.

• Enrollment: 8,659 (undergraduate); 14,073 (graduate)
• Cost of Attendance: $91,290

Worcester Polytechnic Institute

• Worcester, MA

Academic Highlights: Worcester Polytechnic Institute (WPI) offers a hands-on and innovative project-based curriculum; all students complete a minimum of two long-term research projects that are focused on solving real-world problems. A staggering 52% of its classes enroll fewer than ten students, creating an incredible level of academic intimacy. The most popular majors are under the engineering umbrella (63%) and computer science (16%). The undergraduate engineering program is respected worldwide and frequently graces lists of top schools.

Professional Outcomes: Within six months of graduating, 94% of 2022 grads landed jobs or enrolled full-time in graduate school. Recent grads found jobs at top companies including Airbnb, DraftKings, Amazon Robotics, and NASA. Hundreds of WPI alumni are employed at Raytheon, Pratt & Whitney, Dell, and BAE Systems. The average starting salary is over $74,000 and is one of the highest in the country. Over one-quarter of grads elect to pursue an advanced degree immediately after graduation, enrolling at institutions that recently included Georgia Tech, Brown, Johns Hopkins, and Stanford.

• Enrollment: 5,246 (undergraduate); 2,062 (graduate)
• Cost of Attendance: $81,751
• Acceptance Rate: 57%

Pomona College

Academic Highlights: There are 48 majors and minors to select from with the most popular being social sciences (23%), biology (13%), and computer science (12%). Majors in economics, international relations, chemistry, and mathematics receive especially high marks. More than 600 courses are on the menu at Pomona alone, but students can access any of the Claremont Consortium’s 2,700 courses. Pomona’s 8:1 student-to-teacher ratio leads to an average class size of only 15 students, and over 50% of the undergraduate population conduct research alongside a faculty member.

Professional Outcomes: 71% of the Class of 2022 were employed within six months of graduating. Overall, the largest number of alumni can be found at Google, Kaiser Permanente, Microsoft, Amazon, and Meta. Recently, economics degree-earners have landed jobs at Goldman Sachs, Wells Fargo, Morgan Stanley, or Accenture. Majors in the hard sciences frequently landed at top research laboratories and hospitals. Of the 21% of 2022 grads who were accepted directly into graduate school, the most frequently attended institutions included the University of Cambridge, Duke, Harvard, Caltech, UChicago, and Stanford.

• Enrollment: 1,761
• Cost of Attendance: $88,296

University of Virginia

• Charlottesville, VA

Academic Highlights: Undergrads can study within one of seven colleges/schools, which all offer many small classes; 15% boast single-digit enrollment and 48% contain 19 or fewer students. The McIntire School of Commerce and the School of Engineering and Applied Science have glowing reputations. Other notable strengths include computer science, economics, and political philosophy, policy, and law. The most popular degree areas are liberal arts/general studies (22%), the social sciences (14%), engineering (11%), business/marketing (8%), and biology (7%).

Professional Outcomes:  Upon receiving their degree, 95% of the Class of 2022 immediately joined the workforce–with an average starting salary of $90k–or headed directly to graduate school. The most popular industries were internet & software, higher education, and management consulting. Capital One (85), Deloitte (46), Amazon (38), and Bain & Co. (26) scooped up the greatest number of 2022 grads. UVA itself was the most popular grad school destination followed by Columbia, Virginia Commonwealth University, and Johns Hopkins.

• Enrollment: 17,496 (undergraduate); 8,653 (graduate)
• Cost of Attendance: $39,494-49,874 (in-state); $78,214-90,378 (out-of-state)
• Acceptance Rate: 19%

Northeastern University

Academic Highlights: Northeastern offers 290 majors and 180 combined majors within nine colleges and programs. Experiential learning is had by virtually all graduates, thanks to the school’s illustrious and robust co-op program. The D’Amore-McKim School of Business is a top-ranked school and offers one of the best international business programs anywhere, and both the College of Engineering and College of Computer Science are highly respected as well. Criminal justice, architecture, and nursing are three other majors that rate near the top nationally.

Professional Outcomes: Nine months after leaving Northeastern, 97% of students have landed at their next employment or graduate school destination. Huskies entering the job market are quickly rounded up by the likes of State Street, Fidelity Investments, IBM, and Amazon, all of whom employ 500+ Northeastern alums. Between 200 and 500 employees at Wayfair, Google, Amazon, Oracle, IBM, and Apple have an NU lineage. Starting salaries are above average (55% make more than $60k), in part due to the stellar co-op program.

• Enrollment: 20,980 (undergraduate); 15,826 (graduate)
• Cost of Attendance: $86,821

Purdue University — West Lafayette

• West Lafayette, IN

Academic Highlights: Purdue offers over 200 majors at ten discipline-specific colleges, and 38% of course sections have an enrollment of 19 or fewer. Engineering and engineering technologies majors earn 34% of the degrees conferred by the university; the College of Engineering cracks the top ten on almost every list of best engineering schools. The Krannert School of Management is also well-regarded by employers; 11% of degrees conferred are in business. Other popular majors include computer science (10%) and agriculture (5%)—both are incredibly strong.

Professional Outcomes: Shortly after receiving their diplomas, 70% of 2022 grads headed to the world of employment while 24% headed to graduate/professional school. The top industries entered by grads in recent years are (1) health care, pharmaceuticals, and medical devices; (2) finance, insurance, and consulting; (3) manufacturing and machinery; (4) airline, aviation, and aerospace. Companies employing the greatest number of recent alumni were Amazon, Deloitte, PepsiCo, Labcorp, Lockheed Martin, and Microsoft. The average starting salary was $68k across all degree programs.

• Enrollment: 37,949 (undergraduate); 12,935 (graduate)
• Cost of Attendance: $22,812 (in-state); $41,614 (out-of-state)
• Median SAT: 1330
• Median ACT: 31
• Acceptance Rate: 53%

Rutgers University — New Brunswick

• New Brunswick, NJ

Academic Highlights: Rutgers is divided into 17 schools and colleges, collectively offering 100+ undergraduate majors. 41% of class sections have an enrollment of nineteen or fewer students. The greatest number of degrees are conferred in business (20%), computer science (12%), engineering (10%), health professions (10%), biology (9%), and social sciences (7%). Rutgers Business School sends many majors to top Wall Street investment banks, and programs in computer science, public health, and criminal justice have a terrific national reputation.

Professional Outcomes: Upon graduation, 82% of Class of 2022 grads had secured a first job or were heading to an advanced degree program. 67% headed directly to the world of employment, where the companies hiring the largest number of grads included Amazon, Johnson & Johnson, L’Oréal, and JP Morgan Chase. Investment banks like Goldman Sachs and Citi also employ hundreds of alumni, as do companies like Verizon, Bristol-Meyers Squibb, Novartis, Pfizer, and Google. The median starting salary across all majors was $70,000.

• Enrollment: 36,344 (undergraduate); 14,293 (graduate)
• Cost of Attendance: $37,849 (in-state); $57,138 (out-of-state)
• Median SAT: 1370
• Acceptance Rate: 66%

Virginia Polytechnic Institute and State University

• Blacksburg, VA

Academic Highlights : Eight undergraduate colleges that offer 110+ distinct bachelor’s degrees are housed within Virginia Tech. 33% of sections contain fewer than 20 students, and 21% of recent graduates report participating in some type of undergraduate research experience. Engineering is the area where the greatest number of degrees are conferred (23%), but business (20%) is a close second. Both disciplines are among the most respected at Tech, along with computer science. Other popular majors include the family and consumer sciences (8%), social sciences (8%), biology (8%), and agriculture (4%).

Professional Outcomes: Within six months of graduating, 56% of the Class of 2022 were employed and 18% were in graduate school. One recent class sent large numbers to major corporations that included Deloitte (67), KPMG (44), Lockheed Martin (39), Capital One (30), EY (28), Booz Allen Hamilton (18), and Northrop Grumman (12). The median salary for 2022 graduates was $67,000. Among recent grads who decided to pursue an advanced degree, the greatest number stayed at VT, while others enrolled at Virginia Commonwealth University, George Mason University, William & Mary, Columbia, Duke, and Georgia Tech.

• Enrollment: 30,434 (undergraduate); 7,736 (graduate)
• Cost of Attendance: $37,252 (in-state); $58,750 (out-of-state)
• Median ACT: 29

University of Minnesota–Twin Cities

• Minneapolis, MN

Academic Highlights: There are 150 majors available across eight freshman-admitting undergraduate colleges. 65% of class sections enroll 29 or fewer students. The most commonly conferred degrees are in biology (13%), business & marketing (11%), engineering (10%), the social sciences (10%), computer science (9%), and psychology (8%). The College of Science and Engineering and the Carlson School of Management have strong national reputations, and the chemistry, economics, psychology, and political science departments are also well-regarded.

Professional Outcomes: The top seven companies snatching up the largest number of recent grads are all companies headquartered in the state of Minnesota: Medtronic, Target, 3M, United Health Group, US Bank, and Cargill. Google, Apple, and Meta all employ hundreds of Twin Cities alumni. The mean starting salary for recent grads was $50k. With 130 graduate programs in science, art, engineering, agriculture, medicine, and the humanities, the University of Minnesota retains many of its graduates as they pursue their next degrees.

• Enrollment: 39,248 (undergraduate); 15,707 (graduate)
• Cost of Attendance: $33,032-$35,632 (in-state); $54,446-$57,046
• Acceptance Rate: 75%
• Retention Rate: 90%

Pennsylvania State University — University Park

• State College, PA

Academic Highlights: Penn State offers 275 majors and a number of top-ranked programs in a host of disciplines. The College of Engineering is rated exceptionally well on a national scale and is also the most popular field of study, accounting for 15% of the degrees conferred. The Smeal College of Business is equally well-regarded, earning high rankings in everything from supply chain management to accounting to marketing. It attracts 15% of total degree-seekers. 61% of classes have an enrollment below thirty students.

Professional Outcomes: By graduation, 70% of Nittany Lions have found their next employment or graduate school home. 98% of College of Business grads are successful within three months of exiting, flocking in large numbers to stellar finance, accounting, consulting, and technology firms. Hundreds of alumni work at Citi, Salesforce, and Meta, and more than 500 currently work at each of IBM, Deloitte, PwC, Amazon, EY, JPMorgan Chase, Microsoft, Google, and Oracle. 75% of 2022 grads employed full-time earned starting salaries greater than $50k.

• Enrollment: 41,745 (undergraduate); 7,020 (graduate)
• Cost of Attendance: $32,656 (in-state); $52,610 (out-of-state)
• Median SAT: 1300
• Acceptance Rate: 55%

University of Massachusetts Amherst

Academic Highlights: 110 majors are offered across eight undergraduate colleges, including the highly ranked Isenberg School of Management. Programs in sports management, architecture, computer science, and nursing are top-rated. Of all degrees conferred in 2022, business/marketing diplomas accounted for 14%, followed by biology (11%), social sciences (10%), psychology (8%), health professions (7%), engineering (7%), and computer science (7%). 47% of courses enroll fewer than 20 students, and 30% engage in undergraduate research.

Professional Outcomes: Six months after graduating, 65% of newly minted 2022 grads were employed full-time and 26% were attending graduate school part-time. The most populated industries are health/medical professions (13%), internet & software (10%), biotech & life sciences (4%), and higher education (4%). Companies presently employing 100+ Minutemen and Minutewomen include Oracle, Mass Mutual, Amazon, IBM, Google, Intel, Microsoft, PwC, Wayfair, and Apple. Boston is the most popular landing spot for graduates.

• Enrollment: 23,936 (undergraduate); 7,874 (graduate)
• Cost of Attendance: $37,219 (in-state); $59,896 (out-of-state)
• Median SAT: 1380
• Acceptance Rate: 58%
• Graduation Rate: 83%

University of Colorado Boulder

• Boulder, CO

Academic Highlights: CU Boulder offers 90 bachelor’s degree programs across seven different schools and colleges; the College of Engineering & Applied Science and the Leeds School of Business both possess excellent national reputations. Business/marketing is the discipline where the greatest number of degrees (15%) were conferred in 2022. Engineering (13%), biology (12%), social sciences (12%), and journalism (10%) are next in popularity. 41% of classes have fewer than 20 students, and only 19% of courses enroll 50 or more students.

Professional Outcomes : Within six months of leaving CU Boulder, 91% of recent grads were working or in graduate school. Those employed earned an estimated median salary of $54k, with the greatest number working at Lockheed Martin, Ball Aerospace, Deloitte, Qualcomm, Northrop Grumman, KPMG, Charles Schwab, and Boeing. More than 100 alumni can also be found at Google, Oracle, Amazon, Apple, and Microsoft. 20% of new grads immediately jumped into an advanced degree program, and 80% were accepted into their first-choice school.

• Enrollment: 31,103 (undergraduate); 7,110 (graduate)
• Cost of Attendance: $31,744 (in-state); $60,118 (out-of-state)
• Median SAT: 1280
• Retention Rate: 88%
• Graduation Rate: 75%

Texas A&M University — College Station

• College Station, TX

Academic Highlights: With nineteen schools and colleges and 130+ undergraduate degree programs, Texas A&M is a massive operation. As the name implies, there is a heavy emphasis on agriculture, engineering, and business, which all place well in national rankings and garner deep respect from major corporations and graduate/professional schools. Class sizes trend large, but 24% of courses enroll fewer than 20 students and personal connections with professors are entirely possible, particularly through the research-oriented LAUNCH program.

Professional Outcomes: On graduation day, 54% of students had already received at least one job offer and 22% were heading to graduate/professional school. Many Aggies go on to work at major oil, tech, and consulting firms; more than 500 are employed at each of ExxonMobil, Halliburton, Chevron, EY, Amazon, Microsoft, Intel, Accenture, and PWC. Starting salaries were strong—on average, College of Engineering grads made $80k and College of Agriculture & Life Sciences grads netted $54k. A&M is also the eighth-largest producer of law students in the entire country.

• Enrollment: 57,512 (undergraduate); 16,502 (graduate)
• Cost of Attendance: $31,058 (in-state); $59,336 (out-of-state)
• Median SAT: 1270
• Acceptance Rate: 63%

Stony Brook University (SUNY)

• Stony Brook, NY

Academic Highlights: Stony Brook offers 60+ majors and 80+ minors across six undergraduate colleges. 38% of all sections contain nineteen or fewer students. A popular and locally well-regarded nursing program leads to the largest number of degrees being conferred in health professions (14%). Strong majors in biology (14%), math (10%), business (9%), engineering (7%), and computer sciences (6%) also draw many students. The school’s reputation in the hard sciences, particularly math, chemistry, and biomedical engineering, is aided by the affiliated Stony Brook University Hospital.

Professional Outcomes: Within two years of graduation, 61% of Stony Brook graduates are employed, and 34% have entered graduate/professional school. The organizations and companies employing the greatest number of Seawolves are Northwell Health, JPMorgan Chase, Google, Amazon, Citi, Morgan Stanley, Microsoft, Apple, Bloomberg, and Microsoft. Among those pursuing further education, common choices include Stony Brook itself, other SUNY or CUNY institutions, and NYC-based powerhouses like Columbia, Fordham, and NYU.

• Enrollment: 17,509 (undergraduate); 8,201 (graduate)
• Cost of Attendance: $33,008 (in-state); $52,798 (out-of-state)
• Median SAT: 1410
• Graduation Rate: 78%

The Ohio State University — Columbus

• Columbus, OH

Academic Highlights: There are 200+ undergraduate majors and 18 schools and colleges housed within OSU. Business sees the greatest percentage of degrees conferred at 18% followed by engineering (15%), health professions (10%), and the social sciences (9%). It makes sense that so many flock to the business and engineering schools as they are among the highest-rated undergraduate programs in their respective disciplines. 40% of sections enroll fewer than 20 students, and approximately 20% of students gain research experience.

Professional Outcomes: Upon receiving their diplomas, 56% of Class of 2022 graduates were entering the world of employment while 17% were already accepted into graduate or professional school.  Hordes of Buckeyes can be found at many of the nation’s leading companies. More than 2,000 alumni work for JPMorgan Chase, more than 1,000 are employed by Amazon, and more than 600 work for Google and Microsoft. Of the grads who directly matriculate into graduate or professional school, many continue in one of OSU’s own programs.

• Enrollment: 45,728 (undergraduate); 14,318 (graduate)
• Cost of Attendance: $27,241 (in-state); $52,747 (out-of-state)
• Median SAT: 1340-1450
• Median ACT: 29-32

We hope you have found our list of the Best Colleges for Computer Science to be useful and informative as you continue your college search process. We also invite you to check out some of our other resources and tools including:

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A licensed counselor and published researcher, Andrew's experience in the field of college admissions and transition spans two decades. He has previously served as a high school counselor, consultant and author for Kaplan Test Prep, and advisor to U.S. Congress, reporting on issues related to college admissions and financial aid.

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The Master of Science in product development engineering (MS PDE) is an interdisciplinary graduate degree program at USC jointly offered by the Aerospace and Mechanical Engineering and the Daniel J. Epstein Industrial and Systems Engineering (ISE) departments. The Daniel J. Epstein Industrial and Systems department manages this joint degree program. It focuses on the global and innovative features of new product development with Management and Technology specializations to match students’ academic backgrounds and career interests. Both full-time and part-time students can enter this program in either the fall or spring semesters and choose on-campus or online (Distance Education Network, DEN) study options.  

The program has the following admission requirements:

• A bachelor’s degree in an area of engineering or science;
• An undergraduate cumulative GPA of 3.0 or above; 

The MS PDE program requires a minimum of 28 units to complete. Although it is mainly a course work-based program, students can choose to complete the program with or without a thesis requirement. For this thesis option, at least 12 units, not including 4-unit thesis, must be at the 500 level or higher from the ISE and AME departments. For the non-thesis option, 16 units must be at the 500 level or higher from the AME and ISE departments, and/or closely related units (per the program director approval). As well, students can choose to take up to 8 units of directed research (e.g., AME 590    or ISE 590   ). Students must maintain a minimal cumulative GPA of 3.0 in all USC course work to receive the degree.

The program’s prerequisite is a minimum of one 400-level course in either engineering design or engineering economy. Admitted students who do not meet this prerequisite will be assigned appropriate USC course(s) to complete the deficiencies. Deficiency courses, if taken at the 400 level, may be counted toward 28 units as general electives with adviser approval.

Depending on the academic background and career interests of students, the program offers two areas of specialization: namely product development management and product development technology. The management specialization offers more ISE courses to prepare students as future product development managers whereas the technology specialization includes more AME courses to prepare students as future product development engineers. Students entering this degree program must declare their choice of an area of specialization and follow the requirements of the chosen specialization to graduate. Switching between the two specializations is possible upon the approval of the program director.

Core Courses (8 units)

Core courses for both Management and Technology Specializations

• ISE 445 Principles and Practices of Global Innovation Units: 4
• ISE 501 Innovative Conceptual Design for New Product Development Units: 4

Management Specialization Required Courses (8 units)

• ISE 515 Engineering Project Management Units: 4
• ISE 544 Leading and Managing Engineering Teams Units: 4 or
• ISE 585 Strategic Management of Technology and Innovation Units: 4

Management Specialization Technical Electives (8 units)

Select two courses from the list 

• AME 504 Mechatronics Systems Engineering Units: 4
• AME 510 Advanced Computational Design and Manufacturing Units: 4
• ISE 514 Advanced Production Planning and Scheduling Units: 4
• ISE 525 Design of Experiments Units: 4
• ISE 527 Quality Management for Engineers Units: 4
• ISE 544 Leading and Managing Engineering Teams Units: 4 *
• ISE 561 Economic Analysis of Engineering Projects Units: 4
• ISE 562 Decision Analysis Units: 4
• ISE 580 Performance Analysis with Simulation Units: 4
• ISE 583 Enterprise Wide Information Systems Units: 4
• ISE 585 Strategic Management of Technology and Innovation Units: 4 *
• ISE 610 Advanced Design of Experiments and Quality Engineering Units: 4

*Choose one that is not included as a specialization required course.

Management Specialization General Electives Suggested (4 units)

Adviser approved electives must be upper-division 400- or 500-level courses. Up to 4 units can be transferred from other institutions.

• CSCI 567 Machine Learning Units: 4
• DSCI 552 Machine Learning for Data Science Units: 4
• ISE 460 Engineering Decisions, Economics and Ethics Units: 4
• ISE 470 Human/Computer Interface Design Units: 4
• ISE 506 Lean Operations Units: 4
• ISE 520 Optimization Theory and Algorithms: Numerical Optimization Units: 4
• ISE 529 Predictive Analytics Units: 4
• ISE 530 Optimization Methods for Analytics Units: 4
• ISE 633 Large Scale Optimization and Machine Learning Units: 4
• PPD 587 Risk Analysis Units: 4

Technology Specialization Required Courses (7-8 units)

• AME 503 Advanced Mechanical Design Units: 3
• AME 525 Engineering Analysis Units: 4 or
• AME 526 Introduction to Mathematical Methods in Engineering II Units: 4

Technology Specialization Technical Electives (6-8 units)

• AME 408 Computer-Aided Design of Mechanical Systems Units: 3
• AME 410 Engineering Design Theory and Methodology Units: 3
• AME 502 Modern Topics in Aerospace Design Units: 3
• AME 505 Engineering Information Modeling Units: 3
• AME 525 Engineering Analysis Units: 4 *
• AME 526 Introduction to Mathematical Methods in Engineering II Units: 4 *
• AME 527 Elements of Vehicle and Energy Systems Design Units: 3
• AME 544 Computer Control of Mechanical Systems Units: 3
• AME 546 Design for Manufacturing Assembly Units: 4
• AME 547 Foundations for Manufacturing Automation Units: 4
• ASTE 523 Design of Low Cost Space Missions Units: 3
• CE 576 Invention and Technology Development Units: 3
• ISE 567 Collaborative Engineering Principles and Practice Units: 3
• ISE 576 Industrial Ecology Units: 4
• MASC 551 Mechanical Behavior of Engineering Materials Units: 4
• MASC 583 Materials Selection Units: 4
• SAE 549 Systems Architecting Units: 3

Technology Specialization General Electives Suggested (4-7 units)

• AME 481 Aircraft Design Units: 4
• AME 577 Survey of Energy and Power for a Sustainable Future Units: 4
• AME 578 Modern Alternative Energy Conversion Devices Units: 3
• ASTE 520 Spacecraft System Design Units: 3
• CE 529 Finite Element Analysis Units: 4
• CE 543 Structural Instability and Failure Units: 4
• CE 550 Computer-Aided Engineering Units: 3
• CE 551 Computer-Aided Engineering Project Units: 3

Minimum units required for degree: 28

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[UG/MS/PhD] Research Opportunity- Computer Aided Design/Engineering

The following announcement is from Badak Boloury. Please contact them directly if you have any questions.

A professor in the AME department is looking for one or two students (junior, senior, or graduate levels) who may be interested in research opportunities in the CAD/CAE (Computer Aided Design/Engineering) area starting in the summer of 2024 and possibly beyond.  The successful candidate must be very familiar with C++, VB.NET, C#, and some Python.  Knowledge of CAD (SolidWorks, AutoCAD, or similar software) and computer graphics is a plus.  Please email your interest and a brief description of your qualifications to [email protected] before May 25, 2024.  If you need more information, please send an email.

Published on May 7th, 2024

Last updated on May 7th, 2024

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HELP MAUI • JOB OPENINGS

Information and Computer Sciences

University of Hawai‘i at Mānoa

Prospective Ph.D. Students

• January 15th : Application deadline for Fall semester admissions.
• September 1st : Application deadline for Spring semester admissions
• Late Applications: Full consideration will be given to applications received by the deadline. Late applications are considered depending on availability of resources.

Application

Submit your application online through Graduate Division. The CS program requires the following Supplemental Documents to be uploaded with your application:

• Statement of Objectives/Purpose . This document explains why you wish to pursue a graduate degree and your career objectives.
• Three letters of reference . Enter the names and e-mail addresses of reference letter writers via the Graduate Division’s Supplemental Documents upload site. Your letter writers will submit their confidential letters directly to the Graduate Division.

When Graduate Division determines that your application is complete, your application will be forwarded to the ICS Department. Note: ICS does not collect the application fee, and thus cannot waive it. You may request a waiver from Graduate Division at [email protected], but they routinely deny such requests.

Minimum Requirements

An applicant may be admitted with a Bachelor’s degree or with an M.S. degree. Applicants with Bachelor’s degrees must satisfy the admission requirements of the ICS master’s program .

The GRE General Test is suggested but not required due to the logistical and financial challenges they pose to some students. If you send them, GRE scores should be sent to us directly from ETS (Institution code: 4867; Department code: 0402) .

International Students

Graduate Division requires that international applicants whose native language is not English take either the TOEFL or the IELTS . More information on the requirements is available on the English Proficiency page of the Graduate Division website . See also additional information for international applicants .

See the prospective FAQ . Questions about submitting an application should be directed to Graduate Division . Questions about the program should be emailed to ICS Graduate Chair .