- 1.Hakia's analysis of the best online data science 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, University of Southern California 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 Online
University of California-Berkeley
Berkeley Data Science is #1 ranked and largest major on campus. DSUS committed to breaking barriers to entry. Very flexible curriculum with Domain Emphases allowing specialization. Data 101 course includes new tools for teaching data engineering at scale.
University of California-Berkeley Data Science Program Overview
Hakia ranks University of California-Berkeley as the #1 in data science degree program.
UC Berkeley Data Science ranked #1 in US by US News. Now the largest major on campus with average 1,960 students declared 2024-2025. Part of College of Computing, Data Science, and Society (CDSS). Free textbooks, tutoring, and cloud computing resources available.
Hakia Insight: With a 11% acceptance rate, University of California-Berkeley's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
computational biology
biosensors and related research
cybersecurity research
technology policy and social impact
Location Advantages
- •Silicon Valley proximity
- •Bay Area tech hub
- •#1 ranked program
Industry Partners
Career Outcomes
Google, Meta, Apple, Amazon, Microsoft
Certifications & Designations
Admissions
University of California-Los Angeles
UCLA CS combines top-tier research with LA tech ecosystem access. Strong connections to entertainment, gaming, and tech industries. Research excellence in machine learning, computer vision, and natural language processing.
University of California-Los Angeles Data Science Program Overview
Hakia ranks University of California-Los Angeles as the #2 in data science degree program.
UCLA Computer Science is ranked top 15 nationally with world-class research in AI, systems, and theory. Located in Los Angeles tech hub with strong entertainment industry connections. 94% graduation rate with extensive industry partnerships.
Hakia Insight: With a 9% acceptance rate, University of California-Los Angeles's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
Machine learning research
Computer vision
Natural language processing
Location Advantages
- •Los Angeles tech hub
- •Entertainment industry connections
- •Top 15 national ranking
- •94% graduation rate
Industry Partners
Career Outcomes
Google, Amazon, Meta, Apple, Disney
Certifications & Designations
Admissions
University of California-San Diego
UCSD CSE excels in systems research and HCI. Unique cognitive science integration for UX and AI work. San Diego biotech corridor provides unique career opportunities in health tech.
University of California-San Diego Data Science Program Overview
Hakia ranks University of California-San Diego as the #3 in data science degree program.
UC San Diego CSE ranks top 20 nationally with cutting-edge research in systems, AI, and human-computer interaction. La Jolla location near biotech and tech companies. Strong interdisciplinary programs with cognitive science.
Hakia Insight: With a 24% acceptance rate, University of California-San Diego's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
Human-computer interaction
Machine learning
Distributed systems
Location Advantages
- •San Diego biotech hub
- •Qualcomm headquarters nearby
- •Cognitive science integration
- •Top 20 ranking
Industry Partners
Career Outcomes
Qualcomm, Google, Amazon, Apple, Illumina
Certifications & Designations
Admissions
University of Washington-Seattle Campus
UW CS is a top 10 program in heart of Seattle tech scene. Direct pipeline to Microsoft, Amazon, and hundreds of tech companies. Leading research in AI, systems, and human-computer interaction.
University of Washington-Seattle Campus Data Science Program Overview
Hakia ranks University of Washington-Seattle Campus as the #4 in data science degree program.
University of Washington CS is top 10 nationally with pioneering research in AI, systems, and programming languages. Located in Seattle tech hub with unmatched access to Microsoft, Amazon, and Google offices.
Hakia Insight: University of Washington-Seattle Campus graduates earn $132,621, driven by the program's industry connections and hands-on data science curriculum.
Degree Programs
Research Labs & Institutes
Machine learning and AI
Programming languages
Security research
Location Advantages
- •Seattle tech hub
- •Microsoft headquarters nearby
- •Amazon HQ2
- •Top 10 national ranking
Industry Partners
Career Outcomes
Microsoft, Amazon, Boeing, Meta, Google
Certifications & Designations
Admissions
University of California-Davis
UC Davis combines CS excellence with agricultural and environmental research leadership. Unique data science applications in precision agriculture, climate science, and biotech. Part of UC system with strong industry connections in Sacramento region.
University of California-Davis Data Science Program Overview
Hakia ranks University of California-Davis as the #5 in data science degree program.
UC Davis College of Engineering offers strong CS and data science programs with 94% graduation rate. Located in an agricultural research hub with unique applications in agtech, biotech, and environmental science. Strong interdisciplinary research opportunities.
Hakia Insight: Students at University of California-Davis benefit from active collaborations with Intel and Apple, connecting classroom learning to the workforce.
Degree Programs
Research Labs & Institutes
ML and data science
Bioinformatics
Location Advantages
- •California's College Town environment
- •Bay Area day trips access
- •Wine country proximity
- •Beach day trips available
- •Unique campus sustainability initiatives
Industry Partners
Career Outcomes
Certifications & Designations
Admissions
University of California-Irvine
UCI ICS is only dedicated computing school in UC system. Strong data science and machine learning research with industry partnerships. Orange County tech hub provides career opportunities with local companies.
University of California-Irvine Data Science Program Overview
Hakia ranks University of California-Irvine as the #6 in data science degree program.
UC Irvine Donald Bren School of Information and Computer Sciences is the only dedicated ICS school in UC system. Strong programs in data science, cybersecurity, and software engineering with 90% graduation rate.
Hakia Insight: With a 21% acceptance rate, University of California-Irvine's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
ML research
Applied data science
Location Advantages
- •Only dedicated ICS school in UC
- •Orange County tech hub
- •90% graduation rate
Industry Partners
Career Outcomes
Google, Amazon, Blizzard, Apple, Microsoft
Certifications & Designations
Admissions
University of California-Santa Cruz
UCSC pioneered genomics browser used worldwide and maintains strong open source culture. AI and machine learning research in natural language processing and computer vision. Silicon Valley proximity enables internships and industry collaboration.
University of California-Santa Cruz Data Science Program Overview
Hakia ranks University of California-Santa Cruz as the #7 in data science degree program.
UC Santa Cruz Baskin School of Engineering offers innovative CS programs with strong AI and data science research. Known for pioneering work in open source software and genomics. Silicon Valley proximity provides strong industry connections.
Hakia Insight: Through ties with Google and Apple, University of California-Santa Cruz bridges the gap between academic training and industry practice.
Degree Programs
Research Labs & Institutes
Bioinformatics
Machine learning
Location Advantages
- •Silicon Valley proximity
- •Genomics leadership
- •Open source culture
Industry Partners
Career Outcomes
Certifications & Designations
Admissions
University of California-Santa Barbara
UCSB CS excels in machine learning, distributed systems, and data science research. Strong emphasis on undergraduate research opportunities. Growing tech presence in Santa Barbara with Amazon, Google, and startups nearby.
University of California-Santa Barbara Data Science Program Overview
Hakia ranks University of California-Santa Barbara as the #8 in data science degree program.
UC Santa Barbara CS department is ranked top 40 nationally with strong research in machine learning, data science, and systems. Beautiful coastal campus with 90% graduation rate and strong tech industry connections.
Hakia Insight: With a 26% acceptance rate, University of California-Santa Barbara's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
Human-computer interaction
Machine learning
Location Advantages
- •Coastal location
- •Growing tech hub
- •90% graduation rate
Industry Partners
Career Outcomes
Amazon, Google, Microsoft, Apple, Meta
Certifications & Designations
Admissions
University of Maryland-College Park
UMD's online data science and ML programs leverage proximity to federal agencies, defense contractors, and DC tech ecosystem. Programs designed for working professionals with evening and asynchronous options.
University of Maryland-College Park Data Science Program Overview
Hakia ranks University of Maryland-College Park as the #9 in data science degree program.
University of Maryland offers top-ranked online programs in data science and AI through its College of Computer, Mathematical, and Natural Sciences. The Master of Professional Studies in Data Science and MS in Machine Learning provide flexible pathways for working professionals. DC metro location enables strong government and industry connections.
Hakia Insight: University of Maryland-College Park graduates earn $130,000, driven by the program's industry connections and hands-on data science curriculum.
Degree Programs
Research Labs & Institutes
Machine learning systems, interpretability, and applications
Data security, anomaly detection, threat modeling
Large-scale data systems and optimization
Location Advantages
- •DC metro access
- •Government agency connections
- •Defense contractor partnerships
Industry Partners
Career Outcomes
Certifications & Designations
Admissions
Columbia University in the City of New York
Columbia CS combines Ivy League prestige with NYC tech ecosystem. Leading research in AI, NLP, and data science. Strong connections to finance and media industries for unique career paths.
Columbia University in the City of New York Data Science Program Overview
Hakia ranks Columbia University in the City of New York as the #10 in data science degree program.
Columbia CS is top 15 nationally with exceptional research in machine learning, NLP, and systems. NYC location provides unparalleled access to finance, media, and tech industries. Strong Ivy League network.
Hakia Insight: With a 4% acceptance rate, Columbia University in the City of New York's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
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
Location Advantages
- •NYC tech and finance hub
- •Ivy League prestige
- •Media industry access
- •Top 15 national ranking
Industry Partners
Career Outcomes
Google, Goldman Sachs, JPMorgan, Meta, Amazon
Certifications & Designations
Admissions
Best Data Science Programs - Top 10 Online — Complete Program Data
#1. University of California-Berkeley Data Science Program
Hakia ranks University of California-Berkeley as the #1 in data science degree program. Location: Berkeley, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 96% | Score: 100.0
What makes University of California-Berkeley stand out: Berkeley Data Science is #1 ranked and largest major on campus. DSUS committed to breaking barriers to entry. Very flexible curriculum with Domain Emphases allowing specialization. Data 101 course includes new tools for teaching data engineering at scale.
Hakia Insight: With a 11% acceptance rate, University of California-Berkeley's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: UC Berkeley Data Science ranked #1 in US by US News. Now the largest major on campus with average 1,960 students declared 2024-2025. Part of College of Computing, Data Science, and Society (CDSS). Free textbooks, tutoring, and cloud computing resources available.
Degree Programs: BA (4 years); MIDS (Master of Information and Data Science) (20 months (standard), 12 months (accelerated), 32 months (decelerated))
Research Labs: Center for Computational Biology - computational biology; BioSENSE Lab - biosensors and related research; Center for Long-Term Cybersecurity (CLTC) - cybersecurity research; Center for Technology, Society & Policy - technology policy and social impact
Industry Partners: Google, Meta, Apple
Career Outcomes: | Top Employers: Google, Meta, Apple, Amazon, Microsoft | Common Roles: Data Scientist, ML Engineer, Data Analyst
Notable Faculty: David Bamman (digital humanities, AI, film and television analysis); Joshua Blumenstock (AI for poverty reduction); Deirdre Mulligan (AI governance and tech innovation)
Admissions: | Acceptance Rate: 11%
Accreditations: WASC-accredited
#2. University of California-Los Angeles Data Science Program
Hakia ranks University of California-Los Angeles as the #2 in data science degree program. Location: Los Angeles, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 92% | Score: 93.4
What makes University of California-Los Angeles stand out: UCLA CS combines top-tier research with LA tech ecosystem access. Strong connections to entertainment, gaming, and tech industries. Research excellence in machine learning, computer vision, and natural language processing.
Hakia Insight: With a 9% acceptance rate, University of California-Los Angeles's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: UCLA Computer Science is ranked top 15 nationally with world-class research in AI, systems, and theory. Located in Los Angeles tech hub with strong entertainment industry connections. 94% graduation rate with extensive industry partnerships.
Degree Programs: BS Computer Science (4 years)
Research Labs: UCLA AI Lab - Machine learning research; Vision Lab - Computer vision; NLP Lab - Natural language processing
Industry Partners: Google, Amazon, Meta, Disney
Career Outcomes: | Top Employers: Google, Amazon, Meta, Apple, Disney | Common Roles: Software Engineer, Data Scientist, ML Engineer
Admissions: | Acceptance Rate: 9%
Accreditations: ABET Accredited
#3. University of California-San Diego Data Science Program
Hakia ranks University of California-San Diego as the #3 in data science degree program. Location: La Jolla, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 81% | Score: 92.8
What makes University of California-San Diego stand out: UCSD CSE excels in systems research and HCI. Unique cognitive science integration for UX and AI work. San Diego biotech corridor provides unique career opportunities in health tech.
Hakia Insight: With a 24% acceptance rate, University of California-San Diego's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: UC San Diego CSE ranks top 20 nationally with cutting-edge research in systems, AI, and human-computer interaction. La Jolla location near biotech and tech companies. Strong interdisciplinary programs with cognitive science.
Degree Programs: BS (4 years); MS (Master of Data Science) (1.5 years (5 quarters)); Minor
Research Labs: Design Lab - Human-computer interaction; AI Group - Machine learning; Systems and Networking - Distributed systems
Industry Partners: Qualcomm, Google, Illumina
Career Outcomes: | Top Employers: Qualcomm, Google, Amazon, Apple, Illumina | Common Roles: Software Engineer, Data Scientist, UX Researcher
Admissions: | Acceptance Rate: 24%
Accreditations: ABET Accredited
#4. University of Washington-Seattle Campus Data Science Program
Hakia ranks University of Washington-Seattle Campus as the #4 in data science degree program. Location: Seattle, WA | Type: Public | Tuition: $11,524/year | Graduation Rate: 97% | Score: 91.0
What makes University of Washington-Seattle Campus stand out: UW CS is a top 10 program in heart of Seattle tech scene. Direct pipeline to Microsoft, Amazon, and hundreds of tech companies. Leading research in AI, systems, and human-computer interaction.
Hakia Insight: University of Washington-Seattle Campus graduates earn $132,621, driven by the program's industry connections and hands-on data science curriculum.
Program Overview: University of Washington CS is top 10 nationally with pioneering research in AI, systems, and programming languages. Located in Seattle tech hub with unmatched access to Microsoft, Amazon, and Google offices.
Degree Programs: MS (1.5 years full-time / 2.5 years part-time); Certificate (8-9 months)
Research Labs: Allen School AI Lab - Machine learning and AI; PLSE - Programming languages; Security and Privacy Lab - Security research
Industry Partners: JP Morgan Chase & Co., Parsons Corporation, IBM, Costco IT, Toyota, Northrop Grumman, Zillow, Microsoft, Amazon, Boeing, Meta, Google
Career Outcomes: | Top Employers: Microsoft, Amazon, Boeing, Meta, Google, University of Washington, JP Morgan Chase & Co., IBM, Costco IT, Toyota, Northrop Grumman, Zillow | Common Roles: Data Scientist
Notable Faculty: Mohamed Mneimneh (data science); Shawn Chai (machine learning); Nicholas McClure (data analysis); Jerry Kuch (machine learning); Bahram Zahir (data science)
Admissions: | Acceptance Rate: 48%
Accreditations: ABET Accredited
#5. University of California-Davis Data Science Program
Hakia ranks University of California-Davis as the #5 in data science degree program. Location: Davis, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 91% | Score: 90.7
What makes University of California-Davis stand out: UC Davis combines CS excellence with agricultural and environmental research leadership. Unique data science applications in precision agriculture, climate science, and biotech. Part of UC system with strong industry connections in Sacramento region.
Hakia Insight: Students at University of California-Davis benefit from active collaborations with Intel and Apple, connecting classroom learning to the workforce.
Program Overview: UC Davis College of Engineering offers strong CS and data science programs with 94% graduation rate. Located in an agricultural research hub with unique applications in agtech, biotech, and environmental science. Strong interdisciplinary research opportunities.
Degree Programs: BS Computer Science (4 years)
Research Labs: Center for Data Science and AI Research - ML and data science; Genome Center - Bioinformatics
Industry Partners: Intel, Apple, Google
Career Outcomes: | Common Roles: Data & policy analysis in government & industry, Tech industry positions, Insurance & healthcare industry roles, Engineering positions, Public health analyst, Biological & pharmaceutical research, Law careers, Education roles
Notable Faculty: Zhaodan Kong (Mechanical and Aerospace Engineering, AI-powered systems); Dr. Timnit Gebru (Community Rooted AI Research)
Admissions:
Accreditations: ABET Accredited
#6. University of California-Irvine Data Science Program
Hakia ranks University of California-Irvine as the #6 in data science degree program. Location: Irvine, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 96% | Score: 90.5
What makes University of California-Irvine stand out: UCI ICS is only dedicated computing school in UC system. Strong data science and machine learning research with industry partnerships. Orange County tech hub provides career opportunities with local companies.
Hakia Insight: With a 21% acceptance rate, University of California-Irvine's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: UC Irvine Donald Bren School of Information and Computer Sciences is the only dedicated ICS school in UC system. Strong programs in data science, cybersecurity, and software engineering with 90% graduation rate.
Degree Programs: BS Computer Science (4 years); BS Data Science (4 years)
Research Labs: Center for Machine Learning and Intelligent Systems - ML research; Data Science Initiative - Applied data science
Industry Partners: Blizzard, Google, Amazon
Career Outcomes: | Top Employers: Google, Amazon, Blizzard, Apple, Microsoft | Common Roles: Software Engineer, Data Scientist, ML Engineer
Admissions: | Acceptance Rate: 21%
Accreditations: ABET Accredited
#7. University of California-Santa Cruz Data Science Program
Hakia ranks University of California-Santa Cruz as the #7 in data science degree program. Location: Santa Cruz, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 93% | Score: 90.0
What makes University of California-Santa Cruz stand out: UCSC pioneered genomics browser used worldwide and maintains strong open source culture. AI and machine learning research in natural language processing and computer vision. Silicon Valley proximity enables internships and industry collaboration.
Hakia Insight: Through ties with Google and Apple, University of California-Santa Cruz bridges the gap between academic training and industry practice.
Program Overview: UC Santa Cruz Baskin School of Engineering offers innovative CS programs with strong AI and data science research. Known for pioneering work in open source software and genomics. Silicon Valley proximity provides strong industry connections.
Degree Programs: Data Science Designated Emphasis (Variable (added to Ph.D. program)); Statistical Science M.S. (Not specified); Statistical Science Ph.D. (Not specified); 4+1 Statistical Science Bachelor's/Master's Pathway (5 years)
Research Labs: UCSC Genomics Institute - Bioinformatics; AI Research - Machine learning
Industry Partners: Google, Apple, Amazon
Career Outcomes:
Notable Faculty: Eric Aldrich (Economics); Lise Getoor (Computer Science and Engineering); Herbert Lee (Statistics); Yang Liu (Computer Science and Engineering); Benedict Paten (Biomolecular Engineering)
Admissions:
Accreditations: ABET Accredited
#8. University of California-Santa Barbara Data Science Program
Hakia ranks University of California-Santa Barbara as the #8 in data science degree program. Location: Santa Barbara, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 90% | Score: 89.8
What makes University of California-Santa Barbara stand out: UCSB CS excels in machine learning, distributed systems, and data science research. Strong emphasis on undergraduate research opportunities. Growing tech presence in Santa Barbara with Amazon, Google, and startups nearby.
Hakia Insight: With a 26% acceptance rate, University of California-Santa Barbara's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: UC Santa Barbara CS department is ranked top 40 nationally with strong research in machine learning, data science, and systems. Beautiful coastal campus with 90% graduation rate and strong tech industry connections.
Degree Programs: BS Statistics and Data Science (4 years); BA Statistics and Data Science (4 years); Master of Environmental Data Science (MEDS) (1 year)
Research Labs: Four Eyes Lab - Human-computer interaction; MINDS Group - Machine learning
Industry Partners: Amazon, Carpe Data, Franklin Templeton, Capital One, Deutsche Bank
Career Outcomes: | Top Employers: Amazon, Google, Microsoft, Apple, Meta | Common Roles: Software Engineer, Data Scientist, ML Engineer
Admissions: | Acceptance Rate: 26%
Accreditations: ABET Accredited
#9. University of Maryland-College Park Data Science Program
Hakia ranks University of Maryland-College Park as the #9 in data science degree program. Location: College Park, MD | Type: Public | Tuition: $9,889/year | Graduation Rate: 84% | Score: 85.6
What makes University of Maryland-College Park stand out: UMD's online data science and ML programs leverage proximity to federal agencies, defense contractors, and DC tech ecosystem. Programs designed for working professionals with evening and asynchronous options.
Hakia Insight: University of Maryland-College Park graduates earn $130,000, driven by the program's industry connections and hands-on data science curriculum.
Program Overview: University of Maryland offers top-ranked online programs in data science and AI through its College of Computer, Mathematical, and Natural Sciences. The Master of Professional Studies in Data Science and MS in Machine Learning provide flexible pathways for working professionals. DC metro location enables strong government and industry connections.
Degree Programs: BS in Computer Science (Data Science specialization) (4 years); MS in Data Science (2 years); PhD in Computer Science (ML/AI track) (5-6 years)
Research Labs: Center for Machine Learning - Machine learning systems, interpretability, and applications; Maryland Cybersecurity Center - Data security, anomaly detection, threat modeling; Institute for Systems Research - Large-scale data systems and optimization
Industry Partners: Google, Amazon, Meta, Booz Allen Hamilton, NIST, NSF
Career Outcomes: Placement Rate: 95%
Notable Faculty: Tom Goldstein (Machine learning optimization, adversarial robustness); Furong Huang (Deep learning theory, optimization algorithms); Dana Nau (AI planning, automated reasoning)
Admissions: | Acceptance Rate: Competitive
Accreditations: ABET accredited (Computer Science)
#10. Columbia University in the City of New York Data Science Program
Hakia ranks Columbia University in the City of New York as the #10 in data science degree program. Location: New York, NY | Type: Private | Tuition: $64,526/year | Graduation Rate: 100% | Score: 85.3
What makes Columbia University in the City of New York stand out: Columbia CS combines Ivy League prestige with NYC tech ecosystem. Leading research in AI, NLP, and data science. Strong connections to finance and media industries for unique career paths.
Hakia Insight: With a 4% acceptance rate, Columbia University in the City of New York's data science program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: Columbia CS is top 15 nationally with exceptional research in machine learning, NLP, and systems. NYC location provides unparalleled access to finance, media, and tech industries. Strong Ivy League network.
Degree Programs: MS; 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: Google, Goldman Sachs, JPMorgan, Meta, Amazon | Common Roles: Software Engineer, Data Scientist, Quantitative Developer
Admissions: | Acceptance Rate: 4%
Accreditations: ABET Accredited
Best Data Science Programs - Compare Top 5 Online
| School | Location | Type | Tuition | Grad Rate | Score |
|---|---|---|---|---|---|
| #1 University of California-Berkeley | Berkeley, CA | Public | $11,834 | 96% | 100.0/100 |
| #2 University of California-Los Angeles | Los Angeles, CA | Public | $11,834 | 92% | 93.4/100 |
| #3 University of California-San Diego | La Jolla, CA | Public | $11,834 | 81% | 92.8/100 |
| #4 University of Washington-Seattle Campus | Seattle, WA | Public | $11,524 | 97% | 91.0/100 |
| #5 University of California-Davis | Davis, CA | Public | $11,834 | 91% | 90.7/100 |
Top 50 Online Data Science Programs 2026
| Rank | |||||||
|---|---|---|---|---|---|---|---|
| 1 | University of California-Berkeley | Berkeley, CA | Public | $11,834 | — | — | 100 |
| 2 | University of California-Los Angeles | Los Angeles, CA | Public | $11,834 | — | — | 93.4 |
| 3 | University of California-San Diego | La Jolla, CA | Public | $11,834 | — | — | 92.8 |
| 4 | University of Washington-Seattle Campus | Seattle, WA | Public | $11,524 | — | — | 91 |
| 5 | University of California-Davis | Davis, CA | Public | $11,834 | — | — | 90.7 |
| 6 | University of California-Irvine | Irvine, CA | Public | $11,834 | — | — | 90.5 |
| 7 | University of California-Santa Cruz | Santa Cruz, CA | Public | $11,834 | — | — | 90 |
| 8 | University of California-Santa Barbara | Santa Barbara, CA | Public | $11,834 | — | — | 89.8 |
| 9 | University of Maryland-College Park | College Park, MD | Public | $9,889 | — | — | 85.6 |
| 10 | Columbia University in the City of New York | New York, NY | Private | $64,526 | — | — | 85.3 |
| 11 | Stony Brook University | Stony Brook, NY | Public | $7,070 | — | — | 85.3 |
| 12 | Cornell University | Ithaca, NY | Private | $65,204 | — | — | 84.2 |
| 13 | San Diego State University | San Diego, CA | Public | $5,742 | — | — | 83.7 |
| 14 | University of Southern California | Los Angeles, CA | Private | $66,640 | — | — | 83.6 |
| 15 | University of California-Riverside | Riverside, CA | Public | $11,834 | — | — | 83.2 |
| 16 | University of Massachusetts-Amherst | Amherst, MA | Public | $16,591 | — | — | 82.4 |
| 17 | University of North Carolina at Chapel Hill | Chapel Hill, NC | Public | $7,019 | — | — | 82.4 |
| 18 | University of Illinois Urbana-Champaign | Champaign, IL | Public | $14,768 | — | — | 82.2 |
| 19 | University at Buffalo | Buffalo, NY | Public | $7,070 | — | — | 80.9 |
| 20 | Oregon State University | Corvallis, OR | Public | $11,145 | — | — | 80.1 |
| 21 | University of Colorado Boulder | Boulder, CO | Public | $13,910 | — | — | 80 |
| 22 | University of California-Merced | Merced, CA | Public | $11,834 | — | — | 79.6 |
| 23 | University of Minnesota-Twin Cities | Minneapolis, MN | Public | $14,496 | — | — | 79 |
| 24 | Texas A & M University-College Station | College Station, TX | Public | $9,003 | — | — | 79 |
| 25 | University of Maryland-Baltimore County | Baltimore, MD | Public | $9,238 | — | — | 78.9 |
Showing 1–25 of 50
How Much Does a Data Science Online Degree Cost?
The total cost of a online's degree in Data Science ranges from $48,000 at public universities to over $220,000 at elite private institutions. Financial aid, scholarships, and in-state tuition significantly reduce out-of-pocket costs (Research.com, IPEDS 2023-24, Fortune Education).
- Public University (In-State): $12,000/year × 4 years = $48,000 total
- Public University (Out-of-State): $30,000/year × 4 years = $120,000 total
- Private University: $55,098/year × 4 years = $220,392 total
- Online Programs: $20,000/year × 4 years = $80,000 total
With median starting salaries of $112,590, most graduates achieve positive ROI within 3-5 years. Financial aid recipients often pay 30-50% less than sticker price.
Leave blank to use average cost for selected program type
+907%
Net gain divided by total investment. ROI above 200% is considered excellent for education investments.
$1,677,254
Your additional lifetime earnings with this degree vs. working without one, minus the total investment.
5 years
Years until your cumulative earnings exceed total investment. Shorter programs often break even faster due to lower opportunity cost.
$133,333
Your starting salary adjusted for local cost of living. This shows real purchasing power compared to a $100K national baseline.
Why does break-even change with program type? Your "total investment" includes both tuition AND opportunity cost (foregone earnings while in school). A 4-year full-time public university (in-state) means 4 years of not earning a salary ($140,000 in opportunity cost). Shorter full-time programs may have higher tuition but lower total investment because you return to the workforce sooner.
Tuition plus opportunity cost (earnings you miss while in school)
Direct cost of the degree program
4 years × $35K/year foregone salary while studying full-time
Projected career earnings starting after graduation, with salary growth
What you'd earn working at $35K/year with 2% annual growth
Median salary for this role in your selected location (BLS 2024)
Your investment's compound annual growth rate (similar to stock market returns)
Data sources: BLS OEWS May 2024, IPEDS 2023. Calculations use median salaries, 3% discount rate, and assume salary growth declines from 6% to 2% over career. Individual results will vary. | Powered by Hakia.com
Online Data Science Education Overview
Online data science education has evolved dramatically, with top universities now offering fully accredited programs that match their on-campus counterparts in rigor and outcomes. Our analysis of 127 programs shows that online data science degrees deliver comparable career preparation while offering flexibility for working professionals.
The demand for data scientists continues to surge, with BLS projecting 35% growth through 2032. Online programs have responded by incorporating industry-standard tools like Python, R, SQL, and Tableau into interactive virtual environments. Leading programs partner with companies like IBM, Microsoft, and Google to provide real-world project experience and cloud computing certifications.
Key advantages of online data science programs include asynchronous learning for working professionals, lower total costs (averaging 30% less than on-campus), and access to diverse geographic talent pools. However, students should carefully evaluate program accreditation, faculty credentials, and career support services when making their selection.
Online Learning Formats Explained
Online Data Science programs offer multiple learning formats to accommodate different schedules and learning preferences. Understanding these formats helps you choose a program that fits your lifestyle.
Synchronous (Live) Learning:
- Real-time video lectures at scheduled times (often evenings/weekends)
- Live interaction with professors and classmates
- Immediate Q&A and discussion; feels most like traditional classroom
- Requires reliable internet and schedule commitment
Asynchronous (Self-Paced) Learning:
- Pre-recorded lectures watched on your schedule
- Weekly deadlines but flexible daily timing
- Discussion forums replace live interaction
- Ideal for working professionals with irregular schedules
Hybrid/Blended Programs:
- Combines online coursework with periodic in-person sessions
- Typically 1-2 weekend residencies per semester
- Best of both worlds: flexibility plus networking opportunities
- Often required for programs with lab components
How to Verify Accreditation
Accreditation verification is critical when choosing an online Data Science program. Degrees from unaccredited institutions may not be recognized by employers or other universities. According to the Council for Higher Education Accreditation, only properly accredited degrees qualify for federal financial aid and professional licensure.
How to Verify Accreditation:
- Check regional accreditation — Look up the institution at CHEA Database or Department of Education Database
- Verify ABET accreditation — For engineering/CS programs, ABET accreditation signals program quality
- Confirm identical credential — Online degrees should state the same institution as on-campus degrees (e.g., "Arizona State University" not "ASU Online")
- Check employer recognition — Review job postings in your target field for degree requirements
Red Flags to Avoid:
- Accreditation from agencies not recognized by CHEA or DOE
- "Accredited" only by an agency the school itself created
- Degrees offered in weeks rather than months/years
- No faculty credentials listed; "life experience" credits
Do Employers Respect Online Degrees?
Employer perception of online Data Science degrees has shifted dramatically. According to a SHRM survey, 83% of HR managers now view online degrees from accredited institutions as equivalent to traditional degrees—up from 50% a decade ago.
What Employers Actually Care About:
- Institution reputation matters more than delivery format; a Georgia Tech online degree carries the same weight as on-campus
- Skills demonstration — Portfolio projects, GitHub contributions, and certifications often outweigh degree format
- Major tech companies (Google, Apple, Meta) have removed degree requirements entirely for many roles
- Consistency — Degree should list the institution name, not "Online Division" or similar
The COVID Shift: The pandemic normalized remote work and online education. Gallup research shows that 72% of executives who managed remote teams reported equal or higher productivity, reducing stigma around online credentials.
Best Practice: Don't mention "online" on your resume—simply list the degree and institution. If asked in interviews, emphasize the rigor and self-discipline required for online study.
Technology Requirements
Online Data Science programs require specific technology to participate effectively. Meeting these requirements before enrollment prevents frustrating technical issues during coursework.
Minimum Hardware Requirements:
- Computer — Windows 10/11 or macOS 10.15+; 8GB RAM minimum (16GB recommended for development work)
- Processor — Intel i5/AMD Ryzen 5 or better; critical for compiling code and running VMs
- Storage — 256GB SSD minimum; software development requires significant disk space
- Webcam/Microphone — Required for proctored exams and group projects
- Internet — 25 Mbps download minimum; wired connection recommended for exams
Software Typically Provided:
- Free access to development tools (JetBrains IDEs, Visual Studio, etc.) via student licenses
- Cloud computing credits (AWS, Azure, GCP) — typically $100-$500 per course
- Virtual lab environments for networking, security, or systems courses
- Collaboration tools (Slack, Microsoft Teams, Zoom) included with enrollment
Proctored Exams: What to Expect
Most online Data Science programs use proctored exams to ensure academic integrity. Understanding what to expect reduces test anxiety and technical issues.
Common Proctoring Methods:
- AI-proctored (ProctorU, Examity) — Software monitors via webcam; flags suspicious behavior for human review
- Live proctored — Real person watches via video throughout the exam
- Lockdown browser — Prevents accessing other applications; may combine with AI monitoring
- In-person testing centers — Some programs offer or require local testing site options
Preparing for Proctored Exams:
- Test your setup early — Run system checks 24-48 hours before; most services offer practice sessions
- Prepare your environment — Clean desk, good lighting, no one else in room, pets secured
- Valid ID required — Government-issued photo ID; check name matches enrollment exactly
- Stable internet — Wired connection preferred; have phone hotspot as backup
- Know the rules — No headphones, no leaving frame, no reading questions aloud (varies by exam)
Career Paths
Data Scientist
SOC 15-2051Analyze complex datasets to extract business insights and build predictive models using statistical methods and machine learning.
Data Analyst
Clean, analyze, and visualize data to support business decision-making across industries.
Machine Learning Engineer
SOC 15-1252Design and deploy machine learning models and AI systems in production environments.
Business Intelligence Analyst
Develop dashboards and reporting systems to help organizations understand their data and performance metrics.
Data Engineer
Build and maintain data pipelines, databases, and infrastructure for data collection and analysis.
Quantitative Analyst
Apply mathematical and statistical methods to financial markets and risk management.
Research Scientist
Conduct advanced research in data science, machine learning, or artificial intelligence at tech companies or research institutions.
Financial Aid and Employer Benefits
Federal financial aid applies to accredited online programs just like traditional degrees. Many employers offer tuition reimbursement for data science education, recognizing the direct value to business operations. Popular options include employer tuition assistance, veteran benefits, and income-driven repayment plans.
- Federal Pell Grants available for undergraduate programs (up to $7,395/year)
- Employer tuition reimbursement averages $3,000-$8,000 annually
- Military benefits including GI Bill and Yellow Ribbon programs
- Graduate assistantships available for master's level online programs
- Industry-specific scholarships from companies like Google, Microsoft, and IBM
Program Selection Guide by Student Type
- Need maximum schedule flexibility with asynchronous content
- Value accelerated 8-week course formats
- Prefer competency-based assessments over traditional exams
- Benefit from employer tuition reimbursement programs
- Need comprehensive foundational courses in statistics and programming
- Value embedded career coaching and portfolio development
- Prefer programs with industry certifications (SAS, Tableau, AWS)
- Want strong alumni networks for career transitions
- Prefer cohort-based learning with peer interaction
- Value research opportunities and graduate school preparation
- Can commit to synchronized course schedules
- Benefit from traditional semester calendars
- Need military-friendly scheduling with deployment accommodations
- Value Yellow Ribbon and GI Bill benefits
- Prefer accelerated completion options
- Benefit from security clearance pathways
Coding Bootcamps: An Alternative to a Data Science Degree
Coding bootcamps offer an accelerated pathway into tech careers, typically lasting 3-6 months. While they can't replace the depth of a formal degree, they provide practical skills for entry-level positions.
What is a Coding Bootcamp?
A coding bootcamp is an intensive, short-term training program designed to teach practical programming and tech skills. Unlike traditional degrees, bootcamps focus on job-ready skills and real-world projects.
Who Bootcamps Are Best For
- Career changers looking for a fast entry into tech
- Professionals wanting to add coding skills
- Those who prefer hands-on learning over academics
- Budget-conscious learners
What People Love
Based on discussions from r/codingbootcamp, r/cscareerquestions, and r/learnprogramming
- Learn Python, SQL, and ML tools employers actually use
- Portfolio of data projects differentiates you from candidates
- Many programs cover both analytics and engineering tracks
- Mentorship from working data scientists is invaluable
- Capstone projects can become talking points in interviews
Common Concerns
Honest feedback from bootcamp graduates and industry professionals
- Data science roles often require master's degrees—bootcamp may not suffice
- Statistics and math foundations may be surface-level
- Entry-level data roles are highly competitive right now
- Some bootcamp projects feel contrived compared to real business problems
- May need to start in analyst role before true data science work
Explore Bootcamps with Springboard
Springboard offers career-focused bootcamps with 1-on-1 mentorship from industry professionals. Their programs include a job guarantee—complete all requirements, and if you don't land a qualifying role, you may be eligible for a full tuition refund.
Programs for Data Science careers:
- Software Engineering Career Track
- Data Science Career Track
- Cybersecurity Career Track
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Frequently Asked Questions About Data Science Degrees
Student Experience and Satisfaction
Online data science students report high satisfaction with program flexibility and career outcomes, though they emphasize the importance of self-discipline and time management. Our analysis of student reviews reveals that successful online learners typically dedicate 15-20 hours per week to coursework and actively participate in virtual study groups and professional networking events.
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.