Rankings / By Major

Best Colleges for Data Science

By David Krug, Co-Founder, CollegeRanker · Updated 2026-05-31 · 50 schools · Agent Insights

Schools Analyzed

$90,804

Avg. Earnings (10yr)

88%

Avg. Graduation Rate

$21,161

Avg. Net Price

Find Your Program

Explore Accredited Programs in This Field

Find accredited programs in this field accepting applicants.

✓ Accredited programs ✓ 100% free ✓ No obligation

Data science is a rapidly growing field, and choosing the right college for this major can significantly impact future career opportunities. The schools on this list are recognized for their strong data science programs, with a focus on producing graduates who excel in their careers. Consider this: graduates from these institutions have an average earning potential of $91,622 annually, reflecting the high demand for data science expertise in various industries.

What sets these programs apart is not just their curriculum but the outcomes that matter most: graduation rates, average earnings, and student debt levels. The top schools here boast impressive graduation rates, with an average of 90%. This indicates that students not only enroll but also successfully complete their degrees, which is crucial for entering the job market. As you review the list below, keep these factors in mind to understand which institutions might best match your goals.

Take, for example, the Massachusetts Institute of Technology and Georgia Institute of Technology. MIT graduates earn an impressive $143,372 on average, while Georgia Tech graduates earn $102,772. However, students at Georgia Tech face a higher average debt of $21,672 compared to MIT's $14,768. This contrast highlights the trade-offs between earning potential and student debt, ultimately guiding your decision as you weigh your options.

Key Findings

MIT graduates earn an average of $143,372, the highest in the list.

Graduation rates are strong across the board, with an average of 90%.

Georgia Tech graduates face an average debt of $21,672, the highest among the top schools.

Princeton University has the lowest net price at $6,128, making it a financially attractive option.

Quick Numbers

Schools ranked 50

Avg. earnings at 10yr $90,804

Avg. graduation rate 88%

Avg. net price $21,161

Avg. median debt $16,518

How We Ranked

Composite score + program concentration bonus for Computer Science & IT

Read our full methodology →

Earnings vs. Cost

Each dot is a ranked school. Up = higher earnings. Right = higher cost. Top-left is the best value.

Graduation Rates

Longer bars = higher graduation rate.

Top 3

Massachusetts Institute of Technology

Cambridge, MA

Graduation96%

Earnings$143,372

Net Price$20,111

View full profile →

Stanford University

Stanford, CA

Graduation92%

Earnings$124,080

Net Price$13,807

View full profile →

Princeton University

Princeton, NJ

Graduation97%

Earnings$110,066

Net Price$6,128

View full profile →

Featured Programs From Accredited Schools

Accredited schools accepting applicants in this field.

Full Rankings

Massachusetts Institute of Technology

Cambridge, MA · 4,535 students · Private nonprofit

At the Massachusetts Institute of Technology, the Data Science program is tailored for students who thrive on problem-solving and innovation. Here, students will engage deeply with data, applying statistical methods and programming skills to tackle real-world issues. It's an environment where curiosity leads to discovery, and collaboration is key to success in the rapidly evolving field of data science.

5% accepted 96% graduate $143,372 earnings

Massachusetts's full profile

Stanford University

Stanford, CA · 7,554 students · Private nonprofit

Stanford University's Data Science program attracts students who are eager to blend technology with analytical thinking. The program emphasizes hands-on learning and interdisciplinary approaches, allowing students to draw insights from data that can influence decision-making across various sectors. It's an ideal fit for those who are not only passionate about data but also want to apply it in innovative ways that drive change.

4% accepted 92% graduate $124,080 earnings

Stanford's full profile

Princeton University

Princeton, NJ · 5,709 students · Private nonprofit

Princeton University offers a Data Science program designed for those who are analytical thinkers and want to make a meaningful impact through data. Students immerse themselves in a rigorous curriculum that combines statistics, computer science, and domain-specific knowledge. This program is perfect for individuals who are motivated to harness data to solve complex problems and drive innovation.

5% accepted 97% graduate $110,066 earnings

Princeton's full profile

Georgia Institute of Technology-Main Campus

Atlanta, GA · 18,785 students · Public

At Georgia Tech, students pursuing a Data Science degree will find themselves immersed in a rigorous curriculum that emphasizes practical applications and real-world problem-solving. This program is designed for those who are passionate about leveraging data to drive decisions and innovations across various industries, aligning with the school's tech-savvy environment and collaborative culture.

14% accepted 93% graduate $102,772 earnings

Georgia's full profile

California Institute of Technology

Pasadena, CA · 987 students · Private nonprofit

At the California Institute of Technology, the Data Science program is a great fit for students who are deeply curious about the world and enjoy tackling challenging questions with data. The program emphasizes a strong foundation in both theoretical and practical aspects of data science, preparing students to analyze complex datasets and derive actionable insights. This approach attracts those who are eager to innovate and work at the intersection of science and technology.

3% accepted 94% graduate $128,566 earnings

California's full profile

Cornell University

Ithaca, NY · 15,995 students · Private nonprofit

Cornell's Data Science program attracts students who are eager to explore the intersection of technology, statistics, and real-world applications. Ideal for analytical thinkers who want to tackle complex data problems, this program encourages collaboration and innovation, reflective of Cornell's commitment to interdisciplinary study and research excellence.

9% accepted 95% graduate $104,043 earnings

Cornell's full profile

New Jersey Institute of Technology

Newark, NJ · 9,019 students · Public

The Data Science program at NJIT attracts students interested in applying their analytical skills to real-world problems. This public university emphasizes hands-on experiences and collaboration, equipping students with the tools they need to succeed in various data-driven fields. Students work on practical projects that build their expertise in analyzing data trends and making informed decisions.

65% accepted 73% graduate $84,276 earnings

Rice University

Houston, TX · 4,776 students · Private nonprofit

At Rice University, the Data Science program is tailored for students who thrive in a close-knit, research-oriented environment. Students here engage deeply with data analytics, machine learning, and statistical methods, preparing them to make meaningful contributions to various fields, from healthcare to finance, all while benefiting from the university's intimate class sizes and collaborative spirit.

8% accepted 95% graduate $89,718 earnings

Brown University

Providence, RI · 7,226 students · Private nonprofit

Brown's Data Science program welcomes students who are innovative and self-driven, eager to explore data in a flexible learning environment. Here, students can expect to engage with interdisciplinary approaches that combine computer science, statistics, and domain-specific knowledge, empowering them to tackle pressing societal challenges through data.

5% accepted 96% graduate $93,487 earnings

Johns Hopkins University

Baltimore, MD · 5,693 students · Private nonprofit

At Johns Hopkins University, the Data Science program attracts students who are eager to blend analytical skills with real-world applications. Here, they will engage in hands-on projects that emphasize statistical methods, machine learning, and data visualization, preparing them for impactful careers in a rapidly evolving field. The program encourages collaboration, allowing students to work closely with peers and faculty on significant data challenges.

6% accepted 94% graduate $87,555 earnings

University of Chicago

Chicago, IL · 7,569 students · Private nonprofit

The Data Science program at the University of Chicago attracts analytical thinkers eager to apply their skills in real-world settings. Students in this program engage deeply with data, learning to solve complex problems across diverse sectors. The curriculum emphasizes both theoretical foundations and practical applications, empowering students to emerge as leaders in the data-driven economy.

4% accepted 95% graduate $91,885 earnings

University's full profile

#12

Columbia University in the City of New York

New York, NY · 8,973 students · Private nonprofit

At Columbia University, the Data Science program attracts students passionate about harnessing the power of data in real-world applications. It's an ideal environment for those looking to work at the intersection of technology and social impact, tackling complex problems through analysis and innovative solutions. The vibrant New York City setting adds a unique dimension, offering access to a plethora of industries where data science is integral.

4% accepted 96% graduate $102,491 earnings

Columbia's full profile

#13

Harvard University

Cambridge, MA · 7,601 students · Private nonprofit

The Data Science program at Harvard is tailored for students eager to dive into complex data sets and extract meaningful insights. Here, students work alongside peers who are just as passionate about analytics and machine learning, honing skills that are essential in today’s data-driven world. The program emphasizes practical applications, preparing graduates to tackle real-world challenges with confidence.

4% accepted 97% graduate $101,817 earnings

Harvard's full profile

#14

Pomona College

Claremont, CA · 1,666 students · Private nonprofit

At Pomona College, students pursuing Data Science can expect a collaborative environment that emphasizes a strong foundation in both the technical and ethical dimensions of data. This program is ideal for those who thrive in a liberal arts setting, allowing them to explore various disciplines while honing their analytical skills. Students work on real-world problems, preparing for careers in a data-driven world where ethical considerations are as important as technical proficiency.

7% accepted 93% graduate $77,779 earnings

Pomona's full profile

#15

Duke University

Durham, NC · 6,442 students · Private nonprofit

Duke University's Data Science program is designed for students passionate about transforming complex data into actionable insights. With a strong emphasis on interdisciplinary learning, students collaborate across various fields, combining data science with ethics, sociology, and technology. This approach prepares them to tackle real-world issues and make meaningful contributions in their future careers.

6% accepted 96% graduate $97,800 earnings

Carnegie Mellon University

Pittsburgh, PA · 7,304 students · Private nonprofit

Carnegie Mellon University is a hub for aspiring Data Scientists, blending rigorous technical training with innovative research. Students here are engaged with complex data challenges, learning to leverage data analytics in meaningful ways across various sectors. This environment is perfect for those who are not just interested in numbers, but also in how data can drive decisions and create impactful change.

12% accepted 93% graduate $114,862 earnings

Carnegie's full profile

#17

Williams College

Williamstown, MA · 2,076 students · Private nonprofit

At Williams, the Data Science program attracts students who are curious and eager to engage with quantitative analysis in a liberal arts context. Students here collaborate closely, learning to navigate massive data sets while developing critical thinking skills that can lead to a variety of careers. The intimate environment at Williams fosters strong connections, allowing for deep dives into data-driven projects that resonate with their interests.

8% accepted 95% graduate $88,665 earnings

Williams's full profile

#18

Wellesley College

Wellesley, MA · 2,300 students · Private nonprofit

Wellesley College cultivates a unique environment for students interested in Data Science, focusing on a well-rounded education that emphasizes critical thinking and ethical data usage. Ideal for women who want to make an impact, the program combines rigorous coursework with opportunities for hands-on experience in data analytics. Students are prepared not only to analyze data but also to question its implications in society.

14% accepted 91% graduate $84,803 earnings

Wellesley's full profile

#19

Illinois Institute of Technology

Chicago, IL · 2,833 students · Private nonprofit

At the Illinois Institute of Technology, the Data Science program is designed for analytical minds who are passionate about leveraging data to solve real-world problems. Students engage with a curriculum that balances theory with practical application, preparing them for roles that require not just technical skills but also creative problem-solving abilities in a variety of industries.

55% accepted 74% graduate $82,592 earnings

Illinois's full profile

#20

Vanderbilt University

Nashville, TN · 7,208 students · Private nonprofit

Vanderbilt University's Data Science program is tailored for students who want to engage deeply with data analytics while benefiting from a supportive academic community. The program encourages exploration across disciplines, allowing students to apply data science principles to various fields such as healthcare, business, and social sciences. This interdisciplinary approach equips graduates with a versatile skill set that is highly sought after in the job market.

6% accepted 93% graduate $91,565 earnings

Vanderbilt's full profile

#21

University of Pennsylvania

Philadelphia, PA · 10,650 students · Private nonprofit

The Data Science program at the University of Pennsylvania is designed for students who thrive in an innovative and collaborative environment. Here, students immerse themselves in data analysis and interpretation, learning to solve pressing problems across industries. The program fosters a blend of technical skills and critical thinking, making graduates highly sought after in the job market.

5% accepted 97% graduate $111,371 earnings

University's full profile

#22

Washington University in St Louis

St. Louis, MO · 7,857 students · Private nonprofit

At Washington University in St. Louis, students who choose to study Data Science find themselves immersed in a vibrant learning community that values interdisciplinary collaboration. The program is designed for those who want to harness data to solve real-world problems, encouraging a blend of technical skills and creative thinking. This approach prepares students to become leaders in a field that is rapidly evolving and increasingly essential across industries.

12% accepted 94% graduate $86,182 earnings

Washington's full profile

#23

Amherst College

Amherst, MA · 1,911 students · Private nonprofit

Amherst College’s Data Science program is a great match for students who value a liberal arts education while pursuing technical skills in data analysis. This intimate program encourages students to think critically about data's role in various societal contexts. With small class sizes, students benefit from personalized attention and mentorship, fostering a deep understanding of the interconnectedness of data and its applications.

9% accepted 94% graduate $77,644 earnings

Amherst's full profile

#24

The University of Texas at Dallas

Richardson, TX · 21,751 students · Public

At The University of Texas at Dallas, the Data Science program attracts students eager to explore the intersection of technology and analytics. This program emphasizes hands-on experience and teamwork, making it suitable for those who thrive in collaborative environments. Students work on applying data analysis to real challenges, preparing them for a variety of roles in the growing tech landscape.

65% accepted 75% graduate $68,227 earnings

Yale University

New Haven, CT · 6,758 students · Private nonprofit

The Data Science program at Yale University attracts students eager to dive deep into analytical thinking and statistical reasoning, all while benefiting from the school's broad liberal arts foundation. Here, students explore complex data sets, learn to visualize information effectively, and engage in collaborative projects that mirror real-world applications in various fields, from healthcare to finance.

4% accepted 96% graduate $100,533 earnings

CUNY Bernard M Baruch College

New York, NY · 16,154 students · Public

CUNY Bernard M Baruch College's Data Science program is ideal for students looking to harness the power of data in real-world applications. Students engage with a wide range of data analytics tools and techniques, preparing them for careers in a data-driven economy. The vibrant New York City setting adds a unique flavor to the learning experience, as students can connect with industry professionals and gain insights from a bustling business environment.

48% accepted 72% graduate $75,971 earnings

University of North Carolina at Chapel Hill

Chapel Hill, NC · 20,752 students · Public

The Data Science program at the University of North Carolina at Chapel Hill caters to students who are driven, analytical, and eager to dive into big data. This program blends statistical theory with practical application, allowing students to work on projects that have real-world significance, from public health to environmental studies, all while benefiting from a rich campus culture that values collaboration and innovation.

15% accepted 92% graduate $72,200 earnings

University's full profile

#28

Swarthmore College

Swarthmore, PA · 1,613 students · Private nonprofit

Swarthmore College’s Data Science program is designed for students who thrive in a rigorous academic environment and are excited by the potential of data to influence decision-making. This program blends computer science, statistics, and real-world problem-solving, making it a great choice for those who enjoy tackling complex questions and developing innovative solutions. Students here are encouraged to think critically and collaboratively, preparing them well for the data-driven job market.

7% accepted 93% graduate $80,257 earnings

Swarthmore's full profile

#29

Northwestern University

Evanston, IL · 9,201 students · Private nonprofit

At Northwestern University, the Data Science program is tailored for students eager to blend analytical skills with real-world applications. Students in this program will engage in hands-on projects that address complex data challenges, preparing them for a career in a rapidly evolving field. The university’s collaborative environment fosters innovation, making it an ideal setting for those passionate about harnessing data for impactful solutions.

8% accepted 96% graduate $89,363 earnings

Northwestern's full profile

#30

Colorado School of Mines

Golden, CO · 6,155 students · Public

The Data Science program at Colorado School of Mines is tailored for those interested in applying data analysis to fields like engineering, energy, and environmental science. This program integrates theoretical knowledge with practical skills, making it a great fit for students who enjoy tackling real-world problems. Collaborating on projects that explore data's role in sustainability and technology, students here are prepared for impactful careers.

61% accepted 81% graduate $97,335 earnings

Colorado's full profile

#31

Carleton College

Northfield, MN · 2,086 students · Private nonprofit

At Carleton College, the Data Science program attracts students who are curious, analytical, and eager to tackle real-world problems through data. Here, you’ll dive into hands-on projects, collaborating with peers who share your passion for exploring data trends and computational methods. The intimate campus environment fosters close relationships with faculty, providing mentorship that helps shape your academic journey as you navigate the intricacies of this evolving field.

20% accepted 90% graduate $75,525 earnings

Carleton's full profile

#32

Stevens Institute of Technology

Hoboken, NJ · 4,222 students · Private nonprofit

48% accepted 88% graduate $108,772 earnings

Stevens's full profile

#33

Bowdoin College

Brunswick, ME · 1,873 students · Private nonprofit

At Bowdoin College, the Data Science program is designed for students who are curious about the intersection of technology and analysis. Here, students dive into data-driven decision-making, using real-world datasets to understand complex issues. The program emphasizes a collaborative approach, encouraging students to engage with peers across various disciplines, which enriches their learning experience.

7% accepted 95% graduate $82,735 earnings

Bowdoin's full profile

#34

Dartmouth College

Hanover, NH · 4,541 students · Private nonprofit

Dartmouth College's Data Science program attracts students who are curious, analytical, and eager to tackle data-driven problems. This program emphasizes interdisciplinary learning, allowing students to draw on insights from various fields while developing their technical skills. The intimate setting at Dartmouth encourages close relationships with peers and faculty, creating a supportive community for aspiring data scientists.

5% accepted 96% graduate $97,434 earnings

Dartmouth's full profile

#35

Rensselaer Polytechnic Institute

Troy, NY · 5,714 students · Private nonprofit

63% accepted 83% graduate $102,051 earnings

Rensselaer's full profile

#36

Grinnell College

Grinnell, IA · 1,729 students · Private nonprofit

15% accepted 88% graduate $62,830 earnings

Grinnell's full profile

#37

CUNY Queens College

Queens, NY · 12,550 students · Public

64% accepted 56% graduate $62,763 earnings

CUNY Hunter College

New York, NY · 16,289 students · Public

54% accepted 59% graduate $63,163 earnings

University of Florida

Gainesville, FL · 35,629 students · Public

The Data Science program at the University of Florida is ideal for students passionate about turning data into actionable insights. With a focus on real-world applications, students engage in projects that tackle genuine challenges in various industries, preparing them for roles in business, healthcare, and technology. This program attracts those who are curious, analytical, and eager to harness the power of data.

24% accepted 91% graduate $71,588 earnings

University's full profile

#40

Northeastern University

Boston, MA · 17,326 students · Private nonprofit

Northeastern University's Data Science program attracts those eager to blend technical skills with analytical thinking in a real-world context. Students are immersed in experiential learning, often gaining hands-on experience through co-ops that enhance their understanding of data science applications across industries. The program fosters a culture of innovation, encouraging students to explore their passions while developing critical problem-solving skills.

5% accepted 90% graduate $92,538 earnings

Northeastern's full profile

#41

Harvey Mudd College

Claremont, CA · 921 students · Private nonprofit

Harvey Mudd College is a great fit for students who thrive in a challenging academic environment and are passionate about applying data science to solve complex problems. The program encourages a hands-on approach, allowing students to work on interdisciplinary projects that combine data with real-world applications. This immersive experience prepares graduates to enter a competitive job market equipped with both technical skills and the ability to think critically about data-driven decisions.

13% accepted 93% graduate $138,687 earnings

Harvey's full profile

#42

Colby College

Waterville, ME · 2,407 students · Private nonprofit

Colby College's Data Science program caters to students who are passionate about using data to tell stories and solve problems. This intimate setting fosters close collaboration among students and faculty, encouraging deep exploration of data analysis, machine learning, and statistical reasoning. The program emphasizes a liberal arts education, allowing students to apply data science principles across diverse disciplines, including social sciences and environmental studies.

7% accepted 89% graduate $80,490 earnings

Davidson College

Davidson, NC · 1,867 students · Private nonprofit

Davidson College is a great fit for students passionate about data and its applications. Here, students delve deep into the world of Data Science, where they develop critical thinking and analytical skills that prepare them for complex problem-solving in various industries. The program emphasizes collaboration and interdisciplinary approaches, reflecting Davidson's commitment to providing a holistic educational experience that encourages creativity and innovation.

13% accepted 91% graduate $81,400 earnings

Davidson's full profile

#44

Haverford College

Haverford, PA · 1,430 students · Private nonprofit

12% accepted 90% graduate $79,966 earnings

Haverford's full profile

#45

Brigham Young University

Provo, UT · 32,952 students · Private nonprofit

68% accepted 82% graduate $75,790 earnings

Brigham's full profile

#46

Colgate University

Hamilton, NY · 3,180 students · Private nonprofit

14% accepted 91% graduate $85,139 earnings

Colgate's full profile

#47

University of Notre Dame

Notre Dame, IN · 8,818 students · Private nonprofit

The Data Science program at the University of Notre Dame is tailored for students who want to blend analytical skills with practical applications in various fields. Students dive into data analysis, statistical methods, and machine learning, preparing them to tackle real-world problems in business, healthcare, and beyond. Here, the focus is on social impact, encouraging graduates to use their skills for the greater good.

11% accepted 96% graduate $99,980 earnings

University's full profile

#48

New Mexico Institute of Mining and Technology

Socorro, NM · 995 students · Public

44% accepted 57% graduate $76,489 earnings

Tufts University

Medford, MA · 7,061 students · Private nonprofit

11% accepted 93% graduate $83,214 earnings

Champlain College

Burlington, VT · 2,752 students · Private nonprofit

83% accepted 64% graduate $58,386 earnings

Champlain's full profile

Looking closely at the data, a clear pattern emerges between the Massachusetts Institute of Technology and Stanford University. While both schools offer exceptional programs, MIT leads with a higher average earning potential of $143,372 compared to Stanford's $124,080. This difference in earnings, coupled with MIT's slightly higher graduation rate of 96%, underscores its effectiveness in preparing students for lucrative careers in data science.

As you consider these 50 schools, think about how the data aligns with your personal priorities. Assess factors like location, campus culture, and program specifics. For instance, if you're drawn to a vibrant tech community, schools like Stanford and MIT in Silicon Valley may suit your aspirations. In contrast, if affordability is your focus, Princeton's lower net price and manageable debt could be more appealing. Balancing these elements with the data will help you find the right fit.

Ultimately, the choice of a college can pave the way toward a stable life. With an average earning potential of over $91,000 for graduates from these programs, students are not just investing in education; they're investing in their future. Each decision carries weight, and aligning your academic and financial goals can set your family on a path to success.

Data Sources

U.S. Dept of Education College Scorecard

Opportunity Insights Mobility Report Card

Social Capital Atlas

Times Higher Education World Rankings

NCES IPEDS

Sources & Citations

[1]

U.S. Department of Education. College Scorecard Data. Federal Student Aid, National Center for Education Statistics. →

[2]

National Center for Education Statistics. Integrated Postsecondary Education Data System (IPEDS). →

David Krug

Co-Founder, CollegeRanker

David Krug is the co-founder of CollegeRanker and a data systems architect focused on making institutional research accessible to families. He builds the data pipelines and ranking algorithms that power CollegeRanker, drawing from federal datasets and Raj Chetty's Opportunity Insights research to measure what traditional rankings ignore: whether a college actually changes a family's economic trajectory.

Related Rankings

All Rankings Methodology Best Colleges Social Mobility Highest Mobility