29 Best Colleges for Data Science – 2024
April 12, 2024
![Best Colleges for Data Science](jpg/data-science.jpg)
There has never been a better time in all of human history to be a “quant nerd.” The past decade has seen a near-universal celebration of data and analytics in business, finance, sports, entertainment, technology, and just about any other field you could name. Those who rule Wall Street, retail, athletics, politics, etc. generally rely on data analysis, modeling, and “big data” systems to guide their actions. To study data science and analytics in college, you’ll need a solid foundation of computer science and advanced math skills, but you won’t necessarily need Ivy-level credentials. Some of our Best Colleges for Data Science will open their doors to good-but-not-perfect candidates.
Finally, note that although some of the colleges featured below do not offer a formal major in data science, their undergraduate offerings in this subject area are so strong that they warrant inclusion on our list.
Methodology
Click here to read our methodology for the Best Colleges for Data Science.
Best Colleges for Data Science
Here’s a quick preview of the first ten data science institutions that made our list. Detailed profiles and stats can be found when you scroll below.
1) University of California-Berkeley
2) Carnegie Mellon University
3) Stanford University
4) University of Michigan
5) University of Chicago
6) University of California, San Diego
7) University of Illinois Urbana-Champaign
8) Massachusetts Institute of Technology
9) California Institute of Technology
10) Northwestern University
All of the schools profiled below have a history of sending graduates to the most desirable applied data science-related jobs and grad schools in the country. For each of the best colleges for data science, College Transitions will provide you with the:
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.
![University of California, Berkeley](png/logos_110635.png)
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)
- Median SAT: Test Blind
- Median ACT: Test Blind
- Acceptance Rate: 11%
- Retention Rate: 96%
- Graduation Rate: 94%
![Carnegie Mellon University](jpg/cmu-logo.jpg)
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
- Median SAT: 1540
- Median ACT: 35
- Acceptance Rate: 11%
- Retention Rate: 97%
- Graduation Rate: 92%
![Stanford University](jpg/stanford-university-logo-scaled-e1708745939202.jpg)
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
- Median ACT: 35
- Acceptance Rate: 4%
- Retention Rate: 98%
- Graduation Rate: 95%
![University of Michigan](png/logos_170976.png)
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%
![University of Chicago](jpg/uchicago2.jpg)
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
- Median SAT: 1540
- Median ACT: 35
- Acceptance Rate: 5%
- Retention Rate: 99%
- Graduation Rate: 96%
![University of California, San Diego](png/ucsd.png)
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)
- Median SAT: Test Blind
- Median ACT: Test Blind
- Acceptance Rate: 25%
- Retention Rate: 93%
- Graduation Rate: 88%
![University of Illinois at Urbana-Champaign](png/logos_145637.png)
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
- Median ACT: 32
- Acceptance Rate: 79%
- Retention Rate: 93%
- Graduation Rate: 85%
![Massachusetts Institute of Technology](png/mit.png)
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%
![California Institute of Technology](png/logos_110404.png)
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%
- Retention Rate: 98%
- Graduation Rate: 94%
![Northwestern University](png/nu-seal.png)
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
- Median SAT: 1530
- Median ACT: 34
- Acceptance Rate: 7%
- Retention Rate: 98%
- Graduation Rate: 97%
![University of Maryland, College Park](png/university-of-maryland-logo-e1707449124975.png)
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)
- Median SAT: 1440
- Median ACT: 33
- Acceptance Rate: 84%
- Retention Rate: 95%
- Graduation Rate: 89%
![Purdue University — West Lafayette](png/purdue-university-logo-e1709184132842.png)
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%
- Retention Rate: 91%
- Graduation Rate: 84%
![The University of Texas at Austin](png/logos_228778.png)
The University of Texas at Austin
- Austin, TX
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%
- Graduation Rate: 88%
![University of Wisconsin – Madison](png/university-of-wisconsin-madison.png)
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 SAT: 1440
- Median ACT: 30
- Acceptance Rate: 49%
- Retention Rate: 94%
- Graduation Rate: 89%
![Duke University](jpg/duke-logo.jpg)
Duke University
- Durham, NC
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%
- Retention Rate: 98%
- Graduation Rate: 97%
![Washington University in St. Louis](jpg/download-3.jpg)
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
- Median SAT: 1530
- Median ACT: 34
- Acceptance Rate: 11%
- Retention Rate: 96%
- Graduation Rate: 93%
![University of Virginia](jpg/university-of-virginia-scaled.jpg)
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)
- Median SAT: 1470
- Median ACT: 33
- Acceptance Rate: 19%
- Retention Rate: 97%
- Graduation Rate: 95%
![New York University](png/logos_193900.png)
New York University
- New York, NY
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
- Median SAT: 1520
- Median ACT: 34
- Acceptance Rate: 12%
- Retention Rate: 95%
- Graduation Rate: 87%
![University of California, Los Angeles](png/ucla.png)
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)
- Median SAT: Test Blind
- Median ACT: Test Blind
- Acceptance Rate: 9%
- Retention Rate: 97%
- Graduation Rate: 93%
![University of North Carolina at Chapel Hill](png/centered_logo-e1707403543174.png)
University of North Carolina at Chapel Hill
- Chapel Hill, NC
Academic Highlights: Undergraduates can choose from 74 bachelor’s degree programs in a number of schools and colleges, the largest of which is the College of Arts & Sciences. 44% of classes have a student enrollment under 20. The social sciences (15%), biology (12%), media/journalism (9%), computer science (8%), and business (6%) are the areas in which the most degrees are conferred. The Kenan-Flager Business School is internationally renowned and requires separate admission. Other strong programs include those in chemistry, journalism, psychology, and political science.
Professional Outcomes: Six months after leaving Chapel Hill, 97% of 2022 grads had entered employment, military service, or graduate school. Among the for-profit companies that hire the most graduates are Wells Fargo, IBM, Cisco, Deloitte, EY, Google, Microsoft, Amazon, Oracle, McKinsey & Company, and Goldman Sachs. In the nonprofit sector, a large number of alumni are employed by AmeriCorps, NIH, Teach for America, and the Peace Corps. The average starting salary is $70,619. 18% of 2022 grads enrolled directly in graduate/professional school.
- Enrollment: 20,210 (undergraduate); 11,739 (graduate)
- Cost of Attendance: $27,036 (in-state); $60,040 (out-of-state)
- Median SAT: 1450
- Median ACT: 32
- Acceptance Rate: 17%
- Retention Rate: 96%
- Graduation Rate: 91%
![University of Pennsylvania](png/logos_215062.png)
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
- Median SAT: 1540
- Median ACT: 35
- Acceptance Rate: 7%
- Retention Rate: 98%
- Graduation Rate: 96%
![Cornell University](png/cornell.png)
Cornell University
- Ithaca, NY
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%
- Retention Rate: 97%
- Graduation Rate: 95%
![University of California, Irvine](png/uci_primarylogo_webblue.png)
University of California, Irvine
- Irvine, CA
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)
- Median SAT: Test Blind
- Median ACT: Test Blind
- Acceptance Rate: 26%
- Retention Rate: 91%
- Graduation Rate: 87%
![Johns Hopkins University](jpg/jhu-logo.jpg)
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
- Median SAT: 1540
- Median ACT: 35
- Acceptance Rate: 7%
- Retention Rate: 97%
- Graduation Rate: 95%
![Tufts University](jpg/tufts-int-e1708364933962.jpg)
Tufts University
- Medford, MA
Academic Highlights: Three schools serve Tufts’ undergraduate population: the College of Arts & Sciences, the College of Engineering, and the School of the Museum of Fine Arts. The three schools combined offer more than 90 majors and minors; approximately one-third of all students double major, and half declare a minor. 15% of all courses see fewer than ten students enrolled, and 60% have sub-twenty enrollments. The most popular majors include international relations, economics, computer science, political science, and biology—all of which receive very high marks.
Professional Outcomes: Six months after earning their diplomas, 97% of 2022 graduates were employed or attending graduate school. The most commonly entered fields were finance, consulting, real estate (23%); engineering and technology (22%); health, life sciences, environmental (21%); and education, advocacy, social services (11%). Prolific employers of Tufts alums include Booz Allen Hamilton, JPMorgan, MITRE, Google, Deloitte, Amazon, Raytheon, Morgan Stanley, and BlackRock. Of the 21% of 2022 grads who went directly to graduate school, 85% were accepted into their first-choice institution.
- Enrollment: 6,815 (undergraduate); 6,616 (graduate)
- Cost of Attendance: $88,300
- Median SAT: 1500
- Median ACT: 34
- Acceptance Rate: 10%
- Retention Rate: 96%
- Graduation Rate: 94%
![Rutgers University — New Brunswick](jpg/rutgers-logo-e1708987671446.jpg)
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
- Median ACT: 31
- Acceptance Rate: 66%
- Retention Rate: 92%
- Graduation Rate: 84%
![Pennsylvania State University — University Park](png/penn-state-university.png)
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
- Median ACT: 29
- Acceptance Rate: 55%
- Retention Rate: 91%
- Graduation Rate: 85%
![University of Minnesota–Twin Cities](png/logos_174066.png)
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
- Median SAT: 1370
- Median ACT: 29
- Acceptance Rate: 75%
- Retention Rate: 90%
- Graduation Rate: 84%
![University of Pittsburgh](png/pitt.png)
University of Pittsburgh
- Pittsburgh, PA
Academic Highlights: Pitt admits freshmen to the Dietrich School of Arts & Sciences, the College of Business Administration, the Swanson School of Engineering, and the School of Nursing. Pitt’s engineering and business schools are top-rated and among the most commonly chosen fields of study. Premed offerings are also top-notch, with majors in the health professions (12%), biology (11%), psychology (9%), and computer science (9%) rounding out the list of most popular majors. Pitt has a strong 13:1 student-to-faculty ratio; 42% of sections have an enrollment of under twenty students.
Professional Outcomes: Within a few months of graduating, 94% of 2022 grads entered full-time employment or full-time graduate or professional school. Engineering, nursing, business, and information sciences majors had 73-86% employment rates while other majors tended to flock to graduate school in large numbers. Employers scooping up the highest number of grads in one recent year included the University of Pittsburgh Medical Center (170), PNC (57), BNY Mellon (36), and Deloitte (19). Median starting salaries fluctuated between $37k-65k depending on major.
- Enrollment: 20,220 (undergraduate); 9,268 (graduate)
- Cost of Attendance: $38,034-$43,254 (in-state); $56,400-$66,840 (out-of-state)
- Median SAT: 1360
- Median ACT: 31
- Acceptance Rate: 50%
- Retention Rate: 92%
- Graduation Rate: 84%
We hope you have found our list of the Best Colleges for Data 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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