- 1.Hakia's analysis of the best data science bachelor's degree programs reveals that data Scientists earn a median salary of $108,020 with 35% projected job growth through 2032 (BLS OES 2024)
- 2.Top-ranked Data Science programs include University of Michigan-Ann Arbor, University of Wisconsin-Madison, Virginia Polytechnic Institute and State University based on graduation rates, program strength, and career outcomes
- 3.Best value: University of Wisconsin-Madison offers data science education at $9,644/year with 83% graduation rate
- 4.50 accredited Data Science programs analyzed using IPEDS 2023 completion data
Best Data Science Programs - Top 10 Bachelor's
University of Michigan-Ann Arbor
Michigan's MS in Data Science is jointly owned and operated by four separate departments - CSE, Statistics, School of Information, and Biostatistics - creating an unusually comprehensive interdisciplinary curriculum that balances statistical theory with computational implementation across diverse data domains.
University of Michigan-Ann Arbor Bachelor's Data Science Program Overview
Hakia ranks University of Michigan-Ann Arbor as the #1 bachelor's in data science degree program.
University of Michigan-Ann Arbor's undergraduate Data Science program graduates 144 students annually with an impressive 92% graduation rate. Students benefit from cutting-edge research at the Cancer Data Science.
Hakia Insight: University of Michigan-Ann Arbor graduates earn $87,000, driven by the program's industry connections and hands-on data science curriculum.
Degree Programs
Research Labs & Institutes
Quantitative aspects of cancer research, biostatistics, and bioinformatics
Career Outcomes
University of Wisconsin-Madison
UW-Madison operates one of the first online data science master's programs in the nation through its multi-campus collaboration, while its on-campus program uniquely bridges the Statistics and Computer Sciences departments with a curriculum addressing emerging areas of applied statistical and computing research.
University of Wisconsin-Madison Bachelor's Data Science Program Overview
Hakia ranks University of Wisconsin-Madison as the #2 bachelor's in data science degree program.
University of Wisconsin-Madison's undergraduate Data Science program graduates 323 students annually with an impressive 83% graduation rate. Research opportunities include the Wisconsin Institute for Discovery and Computer Sciences Department Research Labs. Industry connections include partnerships with Epic Systems, Microsoft, Google. Proximity to Epic Systems (largest healthcare software employer)
Hakia Insight: University of Wisconsin-Madison graduates earn $100,000, driven by the program's industry connections and hands-on data science curriculum.
Degree Programs
Research Labs & Institutes
Data science, computational methods, interdisciplinary research
Machine learning, systems, databases
Statistical learning, causal inference
Location Advantages
- •Proximity to Epic Systems (largest healthcare software employer)
- •Regional tech corridor with strong startup ecosystem
- •Access to Wisconsin's biotech and healthcare research institutions
Industry Partners
Career Outcomes
Certifications & Designations
Admissions
Virginia Polytechnic Institute and State University
Virginia Tech's Data Science program uniquely offers three flexible pathways including an accelerated option for undergraduates and a part-time Northern Virginia hybrid program, while emphasizing interdisciplinary training that combines data science with domain expertise across fields from environmental conservation to biomedical research.
Virginia Polytechnic Institute and State University Bachelor's Data Science Program Overview
Hakia ranks Virginia Polytechnic Institute and State University as the #3 bachelor's in data science degree program.
Virginia Polytechnic Institute and State University's undergraduate Data Science program graduates 173 students annually with an impressive 95% graduation rate. Research opportunities include the Center for Biostatistics and Health Data Science and Center for Ecosystem Forecasting. Industry connections include partnerships with Northern Virginia Technology Council.
Degree Programs
Research Labs & Institutes
Collaborative biostatistics and health data science research with One Health approach
Environmental data science and water quality forecasting
Industry Partners
Career Outcomes
Admissions
Pennsylvania State University-Main Campus
Penn State's intercollege Data Sciences program uniquely allows students to specialize in Applied, Computational, or Statistical Modeling tracks while reuniting for shared capstone experiences, creating graduates who understand data science's multiple dimensions. The university's R1 research status combined with specialized labs like the $1 billion research engine creates unprecedented opportunities for undergraduates to engage in advanced research.
Pennsylvania State University-Main Campus Bachelor's Data Science Program Overview
Hakia ranks Pennsylvania State University-Main Campus as the #4 bachelor's in data science degree program.
Pennsylvania State University-Main Campus's undergraduate Data Science program graduates 165 students annually with an impressive 87% graduation rate. Research opportunities include the Insights Lab and Do iT Lab. Industry connections include partnerships with Local Philadelphia companies, U.S. Navy, Department of Defense.
Hakia Insight: Pennsylvania State University-Main Campus leverages partnerships with Local Philadelphia companies and U.S. Navy to offer students real-world project experience valued by employers.
Degree Programs
Research Labs & Institutes
Collaborative projects with local companies and faculty research
Applied research projects and industry collaboration
Intelligent systems and data analytics research
AI, bioinformatics, machine learning, and neural engineering for national security applications
Industry Partners
Career Outcomes
Admissions
Northeastern University
Northeastern's Data Science program uniquely combines rigorous technical training with extensive experiential learning through co-ops, while offering flexible pathways for both technical and non-technical backgrounds through their innovative Align program.
Northeastern University Bachelor's Data Science Program Overview
Hakia ranks Northeastern University as the #5 bachelor's in data science degree program.
Northeastern University's undergraduate Data Science program produces 63 graduates annually, preparing students for successful careers in the field. Students benefit from cutting-edge research at the Data Science Research Area. Industry connections include partnerships with Verizon. Access to Boston's tech industry ecosystem
Hakia Insight: Access to Boston's tech industry ecosystem
Degree Programs
Research Labs & Institutes
Interdisciplinary study of data collection, management, storage, retrieval, analysis, and building systems for mining patterns and knowledge
Location Advantages
- •Access to Boston's tech industry ecosystem
- •Global campus network with nine locations across seven continents
- •Co-op partnerships with 500+ organizations globally
Industry Partners
Career Outcomes
Admissions
Northwestern University
The program provides a rigorous and comprehensive curriculum that integrates mathematics, statistics, computer science and other domain science courses, preparing graduates with strong understanding in data management and integration, data structures and algorithms, data analytics and machine learning methods, data visualization and reporting.
Northwestern University Bachelor's Data Science Program Overview
Hakia ranks Northwestern University as the #6 bachelor's in data science degree program.
Northwestern University's Data Science major is a highly interdisciplinary program that blends statistics and computer science with applications across many fields. The curriculum integrates mathematics, statistics, computer science and domain science courses to train specialized data scientists with comprehensive skills in data management, analytics, machine learning, and visualization.
Degree Programs
Career Outcomes
Admissions
Columbia University in the City of New York
Columbia's Data Science Institute houses one of the world's most comprehensive data science ecosystems, with 400+ affiliated faculty across eight specialized research centers and a 'Data for Good' mission that tackles society's toughest challenges while maintaining direct industry partnerships.
Columbia University in the City of New York Bachelor's Data Science Program Overview
Hakia ranks Columbia University in the City of New York as the #7 bachelor's in data science degree program.
Columbia University in the City of New York's undergraduate Data Science program graduates 6 students annually with an impressive 100% graduation rate. Research opportunities include the Smart Cities and Sense, Collect, and Move Data. Industry connections include partnerships with Amazon, Google, Microsoft.
Hakia Insight: Through ties with Amazon and Google, Columbia University in the City of New York bridges the gap between academic training and industry practice.
Degree Programs
Research Labs & Institutes
smart cities research
data collection and movement
healthcare analytics
foundational data science research
finance and business applications
social impact of data
cybersecurity research
AI applications in sciences
Industry Partners
Career Outcomes
Amazon, Google, Microsoft, Meta, Goldman Sachs
William & Mary
Data Science in a Liberal Arts and Sciences Environment - Not just math and programming. We combine computational and statistical thinking with strong communication to do impactful work in data science and AI.
William & Mary Bachelor's Data Science Program Overview
Hakia ranks William & Mary as the #8 bachelor's in data science degree program.
William & Mary's data science program builds skills to turn data into decisions, grounded in rigorous computing, real research, and responsible use of AI. The program combines computational and statistical thinking with strong communication to do impactful work in data science and AI.
Degree Programs
Career Outcomes
Admissions
Smith College
62 data science graduates annually
Smith College Bachelor's Data Science Program Overview
Hakia ranks Smith College as the #9 bachelor's in data science degree program.
Smith's Statistical & Data Sciences program emphasizes learning statistics by doing with hands-on problem-solving and student-driven projects across multiple disciplines. Students benefit from extensive career support with 94% employment rate within six months and access to over 53,000 alumni worldwide.
Degree Programs
Career Outcomes
Abbott Labs, Brigham and Women's Hospital, Charles River Associates, TD Cowen, Epic Systems
Admissions
Worcester Polytechnic Institute
WPI offers one of the first PhD in Data Science programs in the nation and has been pioneering data science education for over 10 years with a unique interdisciplinary approach combining computer science, mathematics, and business.
Worcester Polytechnic Institute Bachelor's Data Science Program Overview
Hakia ranks Worcester Polytechnic Institute as the #10 bachelor's in data science degree program.
Worcester Polytechnic Institute's undergraduate Data Science program graduates 47 students annually with an impressive 83% graduation rate. Research opportunities include the DAISY Research Group - DAta-Driven Intelligent SYstems Lab and CEDAR Center - Circular Economy and Data Analytics Engineering Research. Industry connections include partnerships with Fidelity Investments.
Hakia Insight: Worcester Polytechnic Institute graduates earn $122,539, driven by the program's industry connections and hands-on data science curriculum.
Degree Programs
Research Labs & Institutes
Data-driven intelligent systems
Data-driven sustainable engineering for circular economy
Industry Partners
Career Outcomes
Fidelity Investments
Certifications & Designations
Admissions
Best Data Science Programs - Top 10 Bachelor's — Complete Program Data
#1. University of Michigan-Ann Arbor Bachelor's Data Science Program
Hakia ranks University of Michigan-Ann Arbor as the #1 bachelor's in data science degree program. Location: Ann Arbor, MI | Type: Public | Tuition: $17,977/year | Graduation Rate: 92% | Score: 81.0
What makes University of Michigan-Ann Arbor stand out: Michigan's MS in Data Science is jointly owned and operated by four separate departments - CSE, Statistics, School of Information, and Biostatistics - creating an unusually comprehensive interdisciplinary curriculum that balances statistical theory with computational implementation across diverse data domains.
Hakia Insight: University of Michigan-Ann Arbor graduates earn $87,000, driven by the program's industry connections and hands-on data science curriculum.
Program Overview: The University of Michigan-Ann Arbor's Master's in Data Science represents a unique collaborative effort between four powerhouse departments: Computer Science and Engineering (CSE), Statistics, School of Information, and Biostatistics. This interdisciplinary approach ensures students receive balanced training in both statistical rigor and computational prowess, combining the distinct educational strengths of each contributing department. Located in the Bob and Betty Beyster Building on U-M's engineering campus, the program sits within the Computer Science and Engineering Division, which is part of the highly-ranked Department of Electrical Engineering and Computer Science in the College of Engineering. The program is specifically designed to produce graduates who understand data representation and analysis at an advanced level, with particular emphasis on working with large heterogeneous datasets in multi-computer environments. Students develop the ability to identify relevant datasets, apply appropriate statistical and computational tools to answer complex questions posed by individuals, organizations, or governmental agencies, and design and evaluate analytical procedures that can be efficiently implemented across distributed computing systems.
Degree Programs: MS in Data Science
Research Labs: Cancer Data Science - Quantitative aspects of cancer research, biostatistics, and bioinformatics
Career Outcomes: Placement Rate: 94% | Common Roles: Data analyst, UX researcher, IT analyst, Product manager, Business analyst, Digital media coordinator, Consultant, UX designer
Notable Faculty: Dr. Eytan Adar (Data science and visualization); Dr. Eric Gilbert (Social computing and data analysis); Dr. Qiaozhu Mei (Data mining and machine learning); Dr. Mark Newman (Network analysis and complex systems); Dr. Christopher Brooks (Learning analytics and educational data science); Dr. Ceren Budak (Social media analytics and computational social science); Dr. Dallas Card (Natural language processing and machine learning); Dr. VG Vinod Vydiswaran (Health informatics and medical data science)
Admissions:
#2. University of Wisconsin-Madison Bachelor's Data Science Program
Hakia ranks University of Wisconsin-Madison as the #2 bachelor's in data science degree program. Location: Madison, WI | Type: Public | Tuition: $9,644/year | Graduation Rate: 83% | Score: 78.0
What makes University of Wisconsin-Madison stand out: UW-Madison operates one of the first online data science master's programs in the nation through its multi-campus collaboration, while its on-campus program uniquely bridges the Statistics and Computer Sciences departments with a curriculum addressing emerging areas of applied statistical and computing research.
Hakia Insight: University of Wisconsin-Madison graduates earn $100,000, driven by the program's industry connections and hands-on data science curriculum.
Program Overview: The University of Wisconsin-Madison MS in Data Science represents a joint professional program between the Statistics and Computer Sciences departments, administered by the Statistics Department. This 30-credit program blends computational and statistical thinking to address data-rich problems across diverse fields. Students complete core coursework in statistics (STAT 611-613), computer sciences algorithms/systems/human-data interaction (9 credits), machine learning (6 credits), and flexible electives. The program offers both a traditional 1.5-2 year track and an accelerated pathway for qualified UW-Madison alumni that can be completed in just three semesters. With face-to-face instruction and accelerated options available, the program prepares graduates for roles as data analysts and data scientists or further education in quantitative fields. Notably, UW-Madison also partners with Wisconsin Online Collaboratives to offer a separate 100% online Master of Science in Data Science through UW-Eau Claire, UW-Green Bay, UW-La Crosse, UW-Oshkosh, UW-Stevens Point, and UW-Superior. This online program was one of the first online data science programs in the nation and features asynchronous learning with hands-on skills in Python, machine learning, and cloud computing.
Degree Programs: BS in Computer Science (Data Science track) (4 years); MS in Computer Science (2 years); MS in Statistics (2 years); PhD in Computer Science (5-6 years)
Research Labs: Wisconsin Institute for Discovery - Data science, computational methods, interdisciplinary research; Computer Sciences Department Research Labs - Machine learning, systems, databases; Department of Statistics - Statistical learning, causal inference
Industry Partners: Epic Systems, Microsoft, Google, IBM
Career Outcomes:
Notable Faculty: Remzi Arpaci-Dusseau (Systems, distributed computing); Jignesh Patel (Data systems, databases); Michael Marron (Machine learning, optimization)
Admissions: GPA: 3.0 minimum graduate GPA required | Acceptance Rate: Not specified
Accreditations: ABET accredited (Computer Science)
#3. Virginia Polytechnic Institute and State University Bachelor's Data Science Program
Hakia ranks Virginia Polytechnic Institute and State University as the #3 bachelor's in data science degree program. Location: Blacksburg, VA | Type: Public | Tuition: $12,698/year | Graduation Rate: 95% | Score: 74.6
What makes Virginia Polytechnic Institute and State University stand out: Virginia Tech's Data Science program uniquely offers three flexible pathways including an accelerated option for undergraduates and a part-time Northern Virginia hybrid program, while emphasizing interdisciplinary training that combines data science with domain expertise across fields from environmental conservation to biomedical research.
Program Overview: Virginia Tech's Academy of Data Science offers a comprehensive Master of Science in Data Science program that bridges theoretical knowledge with real-world application through three distinct pathways. Students can choose between a traditional two-year in-person program based in Blacksburg, an accelerated master's option that allows undergraduates to complete their degree in just one additional year, or a part-time hybrid program delivered in Northern Virginia. The program is taught by industry experts with decades of experience and emphasizes hands-on learning through a capstone project completed in the second year. What sets Virginia Tech's approach apart is its interdisciplinary focus - students can combine core data science training with domain expertise through electives in economics, forest resources and environmental conservation, geosciences, and industrial and systems engineering. The Academy operates within Virginia Tech's College of Science and maintains strong connections to the university's broader research enterprise, including the Fralin Biomedical Research Institute at VTC and the Center for Biostatistics and Health Data Science. Faculty are actively engaged in cutting-edge research, from molecular bioscience applications with Data Science Faculty Fellow Anne M. Brown to collaborations with the Center for Ecosystem Forecasting on water quality data collection. The program's non-thesis structure allows students to dive deep into practical applications while still maintaining rigorous academic standards.
Degree Programs: BS (4 years); MS (2 years); MS (1 year); MS
Research Labs: Center for Biostatistics and Health Data Science - Collaborative biostatistics and health data science research with One Health approach; Center for Ecosystem Forecasting - Environmental data science and water quality forecasting
Industry Partners: Northern Virginia Technology Council
Career Outcomes: | Common Roles: data scientists
Notable Faculty: Johann Rudi (Luther and Alice Hamlett Junior Faculty Fellow); Steffen Werner (Luther and Alice Hamlett Junior Faculty Fellow); Xinwei Deng (Cathie and Tom Woteki Data Science Faculty Fellow); Quinn Thomas (Cathie and Tom Woteki Data Science Faculty Fellow)
Admissions:
#4. Pennsylvania State University-Main Campus Bachelor's Data Science Program
Hakia ranks Pennsylvania State University-Main Campus as the #4 bachelor's in data science degree program. Location: University Park, PA | Type: Public | Tuition: $19,672/year | Graduation Rate: 87% | Score: 71.1
What makes Pennsylvania State University-Main Campus stand out: Penn State's intercollege Data Sciences program uniquely allows students to specialize in Applied, Computational, or Statistical Modeling tracks while reuniting for shared capstone experiences, creating graduates who understand data science's multiple dimensions. The university's R1 research status combined with specialized labs like the $1 billion research engine creates unprecedented opportunities for undergraduates to engage in advanced research.
Hakia Insight: Pennsylvania State University-Main Campus leverages partnerships with Local Philadelphia companies and U.S. Navy to offer students real-world project experience valued by employers.
Program Overview: Pennsylvania State University offers an ambitious array of data science programs anchored by an innovative intercollege approach that brings together the College of Information Sciences and Technology, College of Engineering, and Eberly College of Science. The flagship Bachelor of Science in Data Sciences features three distinct options - Applied, Computational, and Statistical Modeling - allowing students to specialize while sharing common capstone experiences in their junior and senior years. Penn State extends this comprehensive vision into graduate education with multiple master's programs, including the Master of Professional Studies in Data Analytics and Master of Science in Data Analytics at the Great Valley campus near Philadelphia, plus unique offerings like the fully online Master of Science in Spatial Data Science that focuses on Geographic Information Systems and location-based analytics. What sets Penn State apart is its commitment to interdisciplinary collaboration and real-world application. Students work with faculty through specialized research groups like the Insights Lab, Do iT Lab, and Smart Systems Research Group, while the university's designation as an R1 research institution with $160 million in research funding provides extensive opportunities for cutting-edge projects. The program also offers stackable graduate certificates in Data Analytics, Data Engineering for Analytics, and Foundations of Data Science, allowing professionals to build credentials incrementally. With the Applied Research Laboratory conducting advanced AI and analytics research for national security applications, students gain exposure to high-impact work spanning from healthcare and neuroscience to aerospace and defense applications.
Degree Programs: Bachelor of Science in Data Sciences - Applied Option (4 years); Bachelor of Science in Data Sciences - Computational Option (4 years); Bachelor of Science in Data Sciences - Statistical Modeling Option (4 years); Bachelor of Science in Social Data Analytics (4 years); Master of Professional Studies in Data Analytics (1.5-3 years); Master of Science in Data Analytics (2-4 years); Master of Science in Spatial Data Science (variable); Master of Informatics - Data Sciences Concentration (variable)
Research Labs: Insights Lab - Collaborative projects with local companies and faculty research; Do iT Lab - Applied research projects and industry collaboration; Smart Systems Research Group - Intelligent systems and data analytics research; Applied Research Laboratory - AI, bioinformatics, machine learning, and neural engineering for national security applications
Industry Partners: Local Philadelphia companies, U.S. Navy, Department of Defense
Career Outcomes:
Admissions:
#5. Northeastern University Bachelor's Data Science Program
Hakia ranks Northeastern University as the #5 bachelor's in data science degree program. Location: Boston, MA | Type: Private | Tuition: $62,000/year | Score: 66.7
What makes Northeastern University stand out: Northeastern's Data Science program uniquely combines rigorous technical training with extensive experiential learning through co-ops, while offering flexible pathways for both technical and non-technical backgrounds through their innovative Align program.
Hakia Insight: Access to Boston's tech industry ecosystem
Program Overview: Northeastern University's Data Science program offers comprehensive undergraduate and graduate pathways through the Khoury College of Computer Sciences. The Bachelor of Science in Data Science focuses on collection, manipulation, storage, retrieval, and computational analysis of numeric, textual, image, and video data from small to large volumes. The program combines computer science fundamentals with specialized data science courses including machine learning, data mining, information visualization, and large-scale data storage. Students can choose between Computer Science or Data Science programming pathways and complete hands-on projects with industry applications. The MS in Data Science is offered both as a traditional program and an Align version for students without programming backgrounds. The program emphasizes experiential learning through co-ops and internships, with nearly 100% of graduates employed or in advanced programs within nine months.
Degree Programs: BS in Data Science (4 years); MS in Data Science (2-2.5 years); MS in Data Science—Align (2-2.5 years)
Research Labs: Data Science Research Area - Interdisciplinary study of data collection, management, storage, retrieval, analysis, and building systems for mining patterns and knowledge
Industry Partners: Verizon
Career Outcomes: Placement Rate: Nearly 100% within nine months | Common Roles: Data Scientist, Data Engineer
Admissions:
#6. Northwestern University Bachelor's Data Science Program
Hakia ranks Northwestern University as the #6 bachelor's in data science degree program. Location: Evanston, IL | Type: Private | Tuition: $64,887/year | Graduation Rate: 90% | Score: 66.6
What makes Northwestern University stand out: The program provides a rigorous and comprehensive curriculum that integrates mathematics, statistics, computer science and other domain science courses, preparing graduates with strong understanding in data management and integration, data structures and algorithms, data analytics and machine learning methods, data visualization and reporting.
Program Overview: Northwestern University's Data Science major is a highly interdisciplinary program that blends statistics and computer science with applications across many fields. The curriculum integrates mathematics, statistics, computer science and domain science courses to train specialized data scientists with comprehensive skills in data management, analytics, machine learning, and visualization.
Degree Programs: BA/BS (4 years); Combined BA/BS-MS; MS; PhD
Career Outcomes:
Admissions:
#7. Columbia University in the City of New York Bachelor's Data Science Program
Hakia ranks Columbia University in the City of New York as the #7 bachelor's in data science degree program. Location: New York, NY | Type: Private | Tuition: $64,526/year | Graduation Rate: 100% | Score: 66.4
What makes Columbia University in the City of New York stand out: Columbia's Data Science Institute houses one of the world's most comprehensive data science ecosystems, with 400+ affiliated faculty across eight specialized research centers and a 'Data for Good' mission that tackles society's toughest challenges while maintaining direct industry partnerships.
Hakia Insight: Through ties with Amazon and Google, Columbia University in the City of New York bridges the gap between academic training and industry practice.
Program Overview: Columbia University's MS in Data Science stands as one of the most highly rated and sought-after advanced data science programs in the world, uniquely positioned within the prestigious Data Science Institute. This rigorous 3-semester program (plus summer internship/research) costs $60,000 in tuition and operates as a collaborative effort between three powerhouse departments: the Graduate School of Arts and Sciences' Department of Statistics, Columbia Engineering's Department of Computer Science, and the Department of Industrial Engineering and Operations Research. Students don't just study data science—they live it through original research opportunities, industry capstone projects with real partners, and direct interaction with world-class faculty who are actively shaping the field. What sets Columbia's program apart is its 'Data for Good' philosophy, where students engage with eight specialized research centers tackling everything from smart cities and cybersecurity to health analytics and AI for sciences and engineering. The program combines academic rigor with practical application, offering seminars, industry events, and real-world exposure that gives students what current MS student Bavna Rajan calls 'the whole package—the academics and the industry exposure together.' With over 1,500 alumni now working at companies ranging from Google and Meta to Goldman Sachs and McKinsey, the program has established itself as a pipeline to leadership positions across all sectors.
Degree Programs: MS in Data Science (3 semesters plus summer); PhD Specialization in Data Science; Certification of Professional Achievement in Data Sciences
Research Labs: Smart Cities - smart cities research; Sense, Collect, and Move Data - data collection and movement; Health Analytics - healthcare analytics; Foundations of Data Science - foundational data science research; Financial and Business Analytics - finance and business applications; Data, Media, and Society - social impact of data; Cybersecurity - cybersecurity research; AI for Sciences and Engineering - AI applications in sciences
Industry Partners: Amazon, Google, Microsoft, Meta, Goldman Sachs, J.P. Morgan, McKinsey & Company, IBM, Oracle, PayPal
Career Outcomes: | Top Employers: Amazon, Google, Microsoft, Meta, Goldman Sachs, J.P. Morgan, McKinsey & Company, IBM, Oracle, PayPal, LinkedIn, Citibank, Ernst & Young
Admissions:
#8. William & Mary Bachelor's Data Science Program
Hakia ranks William & Mary as the #8 bachelor's in data science degree program. Location: Williamsburg, VA | Type: Public | Tuition: $18,253/year | Graduation Rate: 94% | Score: 65.9
What makes William & Mary stand out: Data Science in a Liberal Arts and Sciences Environment - Not just math and programming. We combine computational and statistical thinking with strong communication to do impactful work in data science and AI.
Program Overview: William & Mary's data science program builds skills to turn data into decisions, grounded in rigorous computing, real research, and responsible use of AI. The program combines computational and statistical thinking with strong communication to do impactful work in data science and AI.
Degree Programs: BS (4 years); MS; PhD
Career Outcomes:
Notable Faculty: Dr. Cristiano Fanelli (AI-Driven Nuclear Physics Research)
Admissions:
#9. Smith College Bachelor's Data Science Program
Hakia ranks Smith College as the #9 bachelor's in data science degree program. Location: Northampton, MA | Type: Private | Tuition: $61,260/year | Graduation Rate: 98% | Score: 65.5
Program Overview: Smith's Statistical & Data Sciences program emphasizes learning statistics by doing with hands-on problem-solving and student-driven projects across multiple disciplines. Students benefit from extensive career support with 94% employment rate within six months and access to over 53,000 alumni worldwide.
Degree Programs: Bachelors in Data Science
Career Outcomes: | Top Employers: Abbott Labs, Brigham and Women's Hospital, Charles River Associates, TD Cowen, Epic Systems, Louis Dreyfus Company, Mayo Clinic, Planned Parenthood
Admissions:
#10. Worcester Polytechnic Institute Bachelor's Data Science Program
Hakia ranks Worcester Polytechnic Institute as the #10 bachelor's in data science degree program. Location: Worcester, MA | Type: Private | Tuition: $57,960/year | Graduation Rate: 83% | Score: 61.1
What makes Worcester Polytechnic Institute stand out: WPI offers one of the first PhD in Data Science programs in the nation and has been pioneering data science education for over 10 years with a unique interdisciplinary approach combining computer science, mathematics, and business.
Hakia Insight: Worcester Polytechnic Institute graduates earn $122,539, driven by the program's industry connections and hands-on data science curriculum.
Program Overview: Worcester Polytechnic Institute's Data Science program is a pioneering interdisciplinary program offered for 10+ years, combining computer science, mathematics, and business expertise. The program offers BS, MS (on-campus and online), and PhD degrees, making it one of the first PhD programs of its kind in the nation. Students develop core skills in data processing, statistics, AI, and machine learning while working on real-world projects through WPI's Graduate Qualifying Project (GQP) with industry partners. The program features cutting-edge courses in deep learning, MLOps, big data, reinforcement learning, generative AI, and natural language processing using industry-leading tools like PyTorch, Python, Apache Spark, and Tableau. With over 500 students having worked on 100+ industry projects, the program is STEM-designated and benefits from an industry advisory board ensuring exposure to latest trends.
Degree Programs: BS in Data Science (4 years); MS in Data Science (not specified); MS in Data Science Online (not specified); PhD in Data Science (not specified)
Research Labs: DAISY Research Group - DAta-Driven Intelligent SYstems Lab - Data-driven intelligent systems; CEDAR Center - Circular Economy and Data Analytics Engineering Research - Data-driven sustainable engineering for circular economy
Industry Partners: Fidelity Investments
Career Outcomes: | Top Employers: Fidelity Investments | Common Roles: Data Scientist, Data Architect, Machine Learning Engineer
Notable Faculty: Elke A. Rundensteiner (Big data management, artificial intelligence, statistics, visual analytics)
Admissions:
Accreditations: STEM-Designated
Best Data Science Programs - Compare Top 5 Bachelor's
| School | Location | Type | Tuition | Grad Rate | Score |
|---|---|---|---|---|---|
| #1 University of Michigan-Ann Arbor | Ann Arbor, MI | Public | $17,977 | 92% | 81/100 |
| #2 University of Wisconsin-Madison | Madison, WI | Public | $9,644 | 83% | 78/100 |
| #3 Virginia Polytechnic Institute and State University | Blacksburg, VA | Public | $12,698 | 95% | 74.6/100 |
| #4 Pennsylvania State University-Main Campus | University Park, PA | Public | $19,672 | 87% | 71.1/100 |
| #5 Northeastern University | Boston, MA | Private | $62,000 | N/A | 66.7/100 |
| Rank | |||||||
|---|---|---|---|---|---|---|---|
| 1 | University of Michigan-Ann Arbor | Ann Arbor, MI | Public | $17,977 | 92% | — | 81 |
| 2 | University of Wisconsin-Madison | Madison, WI | Public | $9,644 | 83% | — | 78 |
| 3 | Virginia Polytechnic Institute and State University | Blacksburg, VA | Public | $12,698 | 95% | — | 74.6 |
| 4 | Pennsylvania State University-Main Campus | University Park, PA | Public | $19,672 | 87% | — | 71.1 |
| 5 | Northeastern University | Boston, MA | Private | $62,000 | — | — | 66.7 |
| 6 | Northwestern University | Evanston, IL | Private | $64,887 | 90% | — | 66.6 |
| 7 | Columbia University in the City of New York | New York, NY | Private | $64,526 | 100% | — | 66.4 |
| 8 | William & Mary | Williamsburg, VA | Public | $18,253 | 94% | — | 65.9 |
| 9 | Smith College | Northampton, MA | Private | $61,260 | 98% | — | 65.5 |
| 10 | Worcester Polytechnic Institute | Worcester, MA | Private | $57,960 | 83% | — | 61.1 |
| 11 | The University of Texas at Dallas | Richardson, TX | Public | $14,564 | 77% | — | 61 |
| 12 | University of Central Florida | Orlando, FL | Public | $4,478 | 93% | — | 61 |
| 13 | Denison University | Granville, OH | Private | $64,000 | 97% | — | 59.7 |
| 14 | Case Western Reserve University | Cleveland, OH | Private | $64,100 | 85% | — | 58.5 |
| 15 | Bellevue College | Bellevue, WA | Public | $4,074 | 96% | — | 57.5 |
| 16 | Colorado State University-Fort Collins | Fort Collins, CO | Public | $10,299 | 93% | — | 57.5 |
| 17 | Western Governors University | Salt Lake City, UT | Private | $7,710 | — | — | 57.4 |
| 18 | Southern Methodist University | Dallas, TX | Private | $57,212 | 89% | — | 57.3 |
| 19 | Utah State University | Logan, UT | Public | $7,387 | 100% | — | 57 |
| 20 | Arizona State University Campus Immersion | Tempe, AZ | Public | $11,308 | 81% | — | 56.6 |
| 21 | University of Minnesota-Twin Cities | Minneapolis, MN | Public | $14,496 | 92% | — | 56.6 |
| 22 | Middle Tennessee State University | Murfreesboro, TN | Public | $7,536 | 97% | — | 55.8 |
| 23 | Mount Holyoke College | South Hadley, MA | Private | $63,904 | 90% | — | 55.2 |
| 24 | University of Pittsburgh-Pittsburgh Campus | Pittsburgh, PA | Public | $20,154 | 88% | — | 55.2 |
| 25 | University of Vermont | Burlington, VT | Public | $16,280 | 91% | — | 55 |
Showing 1–25 of 50
Data Science Bachelor's Degree Overview 2026
Data science has emerged as one of the most in-demand fields in technology, combining statistics, computer science, and domain expertise to extract insights from complex data. Our comprehensive analysis of 384 accredited data science bachelor's programs reveals significant growth in program availability, with new degrees launching at 42 institutions in 2024 alone.
The data science degree landscape has evolved rapidly since 2010, when only 12 universities offered dedicated undergraduate data science programs. Today's programs integrate machine learning, statistical analysis, programming, and business applications to prepare graduates for roles as data scientists, AI engineers, and analytics professionals across industries.
Public universities dominate the affordable rankings, with in-state tuition averaging $11,430 annually compared to $45,280 at private institutions. However, career outcomes remain strong across all institution types, with data science professionals earning and mid-career salaries reaching $130,000.
Getting Started: No Prior Experience Needed
A Data Science bachelor's degree requires no prior programming or technical experience. According to the National Center for Education Statistics, over 70% of students entering technical degree programs have no prior coding background. Programs are designed to take complete beginners to job-ready professionals over four years.
What to Expect Your First Year:
- Introduction to programming fundamentals (typically Python or Java)
- Mathematics foundations including calculus, discrete math, and linear algebra
- Computer systems basics and computational thinking
- Problem-solving methodologies and algorithmic thinking
Research from Computing Research Association shows that students who engage with tutoring services and study groups in their first year have 23% higher retention rates. Most universities offer dedicated support including office hours, peer tutoring, and programming labs. Success comes from consistent practice—not prior experience.
General Education Requirements
Bachelor's programs typically require 40-60 credit hours of general education courses alongside your Data Science major. These requirements, mandated by regional accreditation bodies, ensure graduates develop well-rounded communication and critical thinking skills valued by employers.
Common General Education Requirements:
- English Composition (6 credits) — Technical writing skills are essential; 89% of developers write documentation weekly (Stack Overflow Survey 2024)
- Mathematics (6-12 credits) — Calculus I & II, plus statistics for data-focused roles
- Natural Sciences (6-8 credits) — Physics is particularly relevant for hardware-adjacent specializations
- Social Sciences/Humanities (6-12 credits) — Ethics courses increasingly important given AI regulation
- Communication (3 credits) — Presentation skills for technical demos and stakeholder meetings
Pro tip: Many schools allow AP/IB credits or CLEP exams to satisfy gen-ed requirements, potentially saving $3,000-$10,000 in tuition. Check your target school's transfer credit policies before enrolling.
Campus Resources for Students
Top Data Science programs provide extensive support infrastructure to help students succeed. According to EDUCAUSE research, students who utilize campus resources are 34% more likely to graduate on time.
Essential Campus Resources:
- Computer Labs — 24/7 access to high-performance workstations, often with specialized software (MATLAB, AWS credits, GPU clusters)
- Career Services — Resume reviews, mock interviews, and direct recruiter connections; top programs host 50+ tech companies annually
- Tutoring Centers — Free peer tutoring for programming, math, and core courses; many offer drop-in hours
- Student Organizations — ACM chapters, hackathon teams, and Women in Computing groups provide networking and project experience
- Research Opportunities — Undergraduate research positions with faculty can lead to publications and graduate school recommendations
When evaluating programs, ask about student-to-advisor ratios. The NACADA recommends no more than 300:1 for effective academic advising, though top tech programs often achieve 150:1 or better.
Internships & Co-op Programs
Data Science internships offer the highest compensation of any undergraduate major, with an average hourly wage of $24.76 according to the National Association of Colleges and Employers (NACE) 2024 Report. Top-tier companies pay significantly more—often 3-5x the average rate.
Top Employers for Data Science Interns:
- Netflix — $8,000-$10,000/month plus housing stipends at major tech hubs
- Spotify — $7,500-$9,500/month plus housing stipends at major tech hubs
- Goldman Sachs — $7,000-$9,000/month plus housing stipends at major tech hubs
- Meta — $6,500-$8,500/month plus housing stipends at major tech hubs
- Airbnb — $6,000-$8,000/month plus housing stipends at major tech hubs
53% of interns receive full-time job offers from their internship employers (NACE 2024). For paid internships specifically, the conversion rate jumps to 70-75%. Most applications open August-October for the following summer—start preparing early.
For salary expectations after graduation, see our data scientist salary guide.
Career Paths
Data Scientist
SOC 15-2051Analyze complex datasets to extract business insights and build predictive models using statistical methods and machine learning algorithms.
Machine Learning Engineer
SOC 15-1299Design and implement machine learning systems and algorithms to solve complex problems and automate decision-making processes.
Data Analyst
SOC 15-2041Collect, process, and analyze data to help organizations make informed business decisions and identify trends and patterns.
Business Intelligence Analyst
SOC 15-2051Transform data into actionable business insights through reporting, dashboards, and data visualization tools.
Software Engineer
SOC 15-1252Develop software applications and systems with a focus on data processing, analytics platforms, and machine learning infrastructure.
Research Scientist
SOC 19-1012Conduct advanced research in data science, machine learning, and artificial intelligence in academic or industry settings.
Programs by State
| State | Total Programs | Median Tuition | Top Program |
|---|---|---|---|
| Best Data Science Bachelor's Programs in California | 48 | $13,800 | UC Berkeley |
| Best Data Science Bachelor's Programs in New York | 32 | $15,200 | NYU |
| Best Data Science Bachelor's Programs in Texas | 28 | $11,450 | UT Austin |
| Best Data Science Bachelor's Programs in Florida | 24 | $12,300 | University of Florida |
| Best Data Science Bachelor's Programs in Illinois | 19 | $14,100 | UIUC |
| Best Data Science Bachelor's Programs in Pennsylvania | 18 | $16,800 | Carnegie Mellon |
| Best Data Science Bachelor's Programs in Massachusetts | 16 | $18,900 | MIT |
| Best Data Science Bachelor's Programs in Ohio | 15 | $12,800 | Ohio State |
| Best Data Science Bachelor's Programs in North Carolina | 14 | $13,200 | Duke University |
| Best Data Science Bachelor's Programs in Georgia | 12 | $11,600 | Georgia Tech |
Financial Aid and Funding Options for Data Science Students
Data science students have access to numerous funding opportunities, including federal financial aid, merit scholarships, and industry-sponsored programs. The FAFSA application opens doors to federal grants and loans, while many institutions offer specific scholarships for STEM majors.
Tech companies increasingly offer educational partnerships and internship programs that can offset tuition costs. Programs like Google's scholarship initiatives and Microsoft's LEAP program provide both financial support and career development opportunities for underrepresented students in data science.
Graduate assistantships at research universities often provide tuition remission and stipends in exchange for teaching or research duties. Many data science students also benefit from employer tuition reimbursement programs when pursuing degrees while working.
Bachelor's vs Associate's vs Bootcamp
Choosing between a bachelor's degree, associate's degree, or coding bootcamp depends on your career goals, timeline, and budget. Each path offers distinct advantages for entering the Data Science field.
Bachelor's Degree (4 years, $40K-$160K)
- Comprehensive theoretical foundation plus hands-on skills
- Required for most senior/management positions and graduate school
- Median starting salary: $75,000 (NACE 2024)
- Best for: Students seeking long-term career growth and research opportunities
Associate's Degree (2 years, $10K-$30K)
- Faster entry into entry-level positions
- Many credits transfer to 4-year programs (2+2 pathway)
- Median starting salary: $50,000-$60,000
- Best for: Career changers or those testing interest before committing to 4 years
Coding Bootcamp (12-24 weeks, $10K-$20K)
- Intensive, job-focused training on current industry tools
- Many offer income share agreements (ISAs) or deferred tuition
- Median starting salary: $65,000-$80,000 for graduates with strong portfolios
- Best for: Career changers with self-discipline; see our Data Science bootcamp rankings
For a detailed ROI comparison, read our analysis: Bootcamp vs Master's Degree: Which Has Better ROI?
Preparing for Graduate School
A bachelor's in Data Science provides an excellent foundation for graduate study. According to the Computing Research Association, 25% of CS bachelor's graduates pursue advanced degrees within five years of graduation, with master's holders earning 20-30% more than bachelor's-only peers.
Preparing for Graduate School During Your Bachelor's:
- Maintain GPA above 3.5 — Most competitive programs require 3.3+ minimum; top-10 programs average 3.7+
- Secure research experience — 2+ semesters with faculty dramatically improves PhD admission chances
- Build faculty relationships — You will need 3 strong recommendation letters; start early
- Take graduate-level courses — Many programs allow undergrads to enroll; demonstrates readiness
- Prepare for GRE (if required) — Quantitative scores above 165 expected for top programs
Graduate Degree Options:
- Master's (1-2 years) — Career-focused; average salary boost of $15,000-$25,000; see our best Data Science master's programs
- PhD (4-6 years) — Research-focused; typically fully funded with $30,000-$45,000 stipend; required for professorships and research scientist roles
- Professional Master's — Industry-sponsored programs (Google, Facebook) combine coursework with company projects
Data Science Career Track
+$25K avg salary increase·6 months
- AI-integrated curriculum with 28 projects and 3 capstones
- 1-on-1 mentorship from industry professionals
- Money-back job guarantee
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Data Science Bachelor's Degree FAQ
Taylor Rupe
Co-founder & Editor (B.S. Computer Science, Oregon State • B.A. Psychology, University of Washington)
Taylor combines technical expertise in computer science with a deep understanding of human behavior and learning. His dual background drives Hakia's mission: leveraging technology to build authoritative educational resources that help people make better decisions about their academic and career paths.