- 1.Hakia's analysis of the best online data analytics degree programs reveals that data Analysts earn a median salary of $103,500 with 35% projected job growth through 2032 (BLS OES 2024)
- 2.Top-ranked Data Analytics programs include University of California-Berkeley, Carnegie Mellon University, University of Southern California based on graduation rates, program strength, and career outcomes
- 3.Best value: University of California-Berkeley offers data analytics education at $11,834/year with 96% graduation rate
- 4.50 accredited Data Analytics programs analyzed using IPEDS 2023 completion data
Best Data Analytics Programs - Top 10 Online
University of Southern California
USC uniquely offers data analytics training across three world-class schools - Viterbi Engineering, Marshall Business, and through extensive research at the Information Sciences Institute - creating the only comprehensive ecosystem where students can pursue analytics from pure engineering, business strategy, or applied research perspectives.
University of Southern California Data Analytics Program Overview
Hakia ranks University of Southern California as the #1 in data analytics degree program.
USC offers three distinct data analytics pathways that showcase the university's comprehensive approach to data education. The MS in Analytics, housed in the Daniel J. Epstein Department of Industrial and Systems Engineering (recently ranked top 10 by U.S. News), is a 28-unit program that blends engineering rigor with cutting-edge analytics. Students master tools like Python, R, SQL, Snowflake, and Google Cloud Platform while choosing from four specialization tracks: Data Engineering/ML Engineering, Data Science, Data Analysis, and AI Engineering. The MS in Business Analytics (MSBA) at Marshall School of Business is a 2-year, full-time STEM program ranked #8 in the U.S. by QS, combining technical training with business strategy in the heart of Los Angeles. Meanwhile, the MS in Applied Data Science from Viterbi is a 32-unit program designed for students from diverse backgrounds, emphasizing hands-on experience with the goal of having students 'live in the data' through extensive practical projects and a unique professional practicum.
Hakia Insight: Students at University of Southern California benefit from active collaborations with Amazon and Google, connecting classroom learning to the workforce.
Degree Programs
Research Labs & Institutes
World leader in AI, machine learning, and computational systems research
Machine learning and data mining research
AI applications for social good
Location Advantages
- •Los Angeles entertainment and media industry access
- •Silicon Beach tech ecosystem proximity
- •Strong alumni network across global industries
Industry Partners
Career Outcomes
Amazon, Google, Salesforce, Boston Consulting Group, Goldman Sachs
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 Analytics Program Overview
Hakia ranks University of California-Santa Barbara as the #2 in data analytics 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 analytics 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
Virginia Polytechnic Institute and State University
Virginia Tech combines CS and business analytics strengths. Strong research in big data and machine learning. DC metro proximity enables government and corporate analytics careers.
Virginia Polytechnic Institute and State University Data Analytics Program Overview
Hakia ranks Virginia Polytechnic Institute and State University as the #3 in data analytics degree program.
Virginia Tech offers strong data analytics education through CS department and business school. Strong research in big data, machine learning, and business intelligence. DC metro proximity provides career opportunities.
Hakia Insight: Through ties with NASA and Leidos, Virginia Polytechnic Institute and State University bridges the gap between academic training and industry practice.
Degree Programs
Research Labs & Institutes
Big data research
Data science
Location Advantages
- •DC metro proximity
- •Strong research
- •Government analytics opportunities
Industry Partners
Career Outcomes
Capital One, Deloitte, Amazon, Microsoft, Booz Allen
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 Analytics Program Overview
Hakia ranks University of California-Los Angeles as the #4 in data analytics 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 analytics 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
Intuit, Nextdoor, Uber
Certifications & Designations
Admissions
University of California-Berkeley
Berkeley pioneered undergraduate data science education. Division of CDSS leads data science curriculum innovation. Bay Area location provides unmatched tech industry access.
University of California-Berkeley Data Analytics Program Overview
Hakia ranks University of California-Berkeley as the #5 in data analytics degree program.
UC Berkeley Division of Computing, Data Science, and Society offers pioneering data science education. First undergraduate data science major at a major US university. World-class faculty and research in ML, statistics, and domain applications.
Hakia Insight: With a 11% acceptance rate, University of California-Berkeley's data analytics program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
ML and AI
Data science research
Location Advantages
- •Bay Area tech hub
- •Pioneer in data science education
- •Top 5 national program
- •Silicon Valley access
Industry Partners
Career Outcomes
Google, Meta, Apple, Amazon, Microsoft
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 Analytics Program Overview
Hakia ranks University of California-Davis as the #6 in data analytics 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
- •Sacramento region
- •Agtech hub
- •Biotech research
- •94% graduation rate
Industry Partners
Career Outcomes
Intel, Apple, Google, Amazon, Meta
Certifications & Designations
Admissions
University of Washington-Seattle Campus
UW offers one of the fastest business analytics tracks nationally at just 12 months through Foster, while simultaneously providing deep technical data science education through MSDS - creating dual pathways that serve both business-focused and technically-oriented career trajectories in Seattle's booming tech market.
University of Washington-Seattle Campus Data Analytics Program Overview
Hakia ranks University of Washington-Seattle Campus as the #7 in data analytics degree program.
The University of Washington-Seattle Campus offers multiple pathways into data analytics through two distinct programs housed in different schools. The Master of Science in Business Analytics (MSBA) is a 12-month, STEM-designated professional program through the Foster School of Business, designed specifically for career acceleration with a focus on extracting business value from data. Simultaneously, the Master of Science in Data Science (MSDS) provides a more comprehensive 1.5-year full-time or 2.5-year part-time program that covers statistical modeling, machine learning, data visualization, and software engineering with evening classes accommodating working professionals.
Both programs leverage UW's position in Seattle's thriving tech ecosystem, with the MSBA program featuring direct industry engagement through faculty like Professor Oliver Rutz (O'Dell Award winner from the American Marketing Association) and Professor Hema Yoganarasimhan (Director of Foster Customer Analytics Center). The MSDS program emphasizes practical application through capstone projects with external organizations, connecting students directly with companies like JP Morgan Chase, IBM, Costco IT, Toyota, and local healthcare organizations like Seattle Children's Hospital.
Hakia Insight: Students at University of Washington-Seattle Campus benefit from active collaborations with Amazon and Microsoft, connecting classroom learning to the workforce.
Degree Programs
Research Labs & Institutes
Database marketing, e-commerce, and big data social influence models
Data-intensive discovery across disciplines, serving as campus hub for data science innovation
Location Advantages
- •Seattle tech ecosystem proximity with connections to major employers
- •Beautiful campus with Mount Rainier and Lake Washington views
- •Four miles from downtown Seattle
- •Strong ties to Pacific Northwest tech industry
Industry Partners
Career Outcomes
JP Morgan Chase & Co., IBM, Costco IT, Toyota, Northrop Grumman
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 Analytics Program Overview
Hakia ranks University of California-San Diego as the #8 in data analytics 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 analytics program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Degree Programs
Research Labs & Institutes
Advanced computing and engineering systems
Telecommunications and information technology with cyberinfrastructure focus
High-performance computing and data systems
Network systems research
Internet data analysis
Visual computing and graphics
Wireless communication systems
Neural computation and brain-inspired computing
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 Houston
UH data analytics programs leverage Houston's position as a hub for energy, healthcare, and aerospace industries. Online format designed for working professionals with strong industry partnerships.
University of Houston Data Analytics Program Overview
Hakia ranks University of Houston as the #9 in data analytics degree program.
University of Houston offers data analytics programs through its Bauer College of Business and College of Natural Sciences and Mathematics. Online MS in Data Analytics provides flexible pathways for Houston-area professionals and beyond. Strong connections to energy, healthcare, and aerospace industries.
Hakia Insight: University of Houston's industry network — including ExxonMobil and Memorial Hermann — provides students with internship and hiring pathways.
Degree Programs
Research Labs & Institutes
AI research
decision sciences
forecasting and analytics
Location Advantages
- •Houston energy sector
- •Texas Medical Center
- •NASA/aerospace connections
Industry Partners
Career Outcomes
ExxonMobil, Shell, Memorial Hermann, MD Anderson, NASA
Certifications & Designations
Admissions
Rutgers University-New Brunswick
Rutgers data analytics programs benefit from NYC metro location and strong pharmaceutical and financial industry connections. Online format ideal for working professionals in the Northeast corridor.
Rutgers University-New Brunswick Data Analytics Program Overview
Hakia ranks Rutgers University-New Brunswick as the #10 in data analytics degree program.
Rutgers offers data analytics education through its School of Communication and Information and Department of Statistics. Online Master of Business and Science degree with data analytics concentration provides flexible professional development. NYC metro proximity enables strong industry connections.
Hakia Insight: Rutgers University-New Brunswick leverages partnerships with Johnson & Johnson and Prudential to offer students real-world project experience valued by employers.
Degree Programs
Research Labs & Institutes
AI and data science innovation with emphasis on responsible, interdisciplinary research
Climate change and energy challenges through interdisciplinary research
Complex, interdisciplinary field of cognitive science research
Equitable public policy solutions through rigorous data research
Intersection between education and work through research and evaluation
Location Advantages
- •NYC metro access
- •Pharma industry hub
- •Financial services connections
Industry Partners
Career Outcomes
Rutgers University, Amazon, Robert Wood Johnson University Hospital, RWJBarnabas Health
Admissions
Best Data Analytics Programs - Top 10 Online — Complete Program Data
#1. University of Southern California Data Analytics Program
Hakia ranks University of Southern California as the #1 in data analytics degree program. Location: Los Angeles, CA | Type: Private | Tuition: $66,640/year | Graduation Rate: 92% | Score: 100.0
What makes University of Southern California stand out: USC uniquely offers data analytics training across three world-class schools - Viterbi Engineering, Marshall Business, and through extensive research at the Information Sciences Institute - creating the only comprehensive ecosystem where students can pursue analytics from pure engineering, business strategy, or applied research perspectives.
Hakia Insight: Students at University of Southern California benefit from active collaborations with Amazon and Google, connecting classroom learning to the workforce.
Program Overview: USC offers three distinct data analytics pathways that showcase the university's comprehensive approach to data education. The MS in Analytics, housed in the Daniel J. Epstein Department of Industrial and Systems Engineering (recently ranked top 10 by U.S. News), is a 28-unit program that blends engineering rigor with cutting-edge analytics. Students master tools like Python, R, SQL, Snowflake, and Google Cloud Platform while choosing from four specialization tracks: Data Engineering/ML Engineering, Data Science, Data Analysis, and AI Engineering. The MS in Business Analytics (MSBA) at Marshall School of Business is a 2-year, full-time STEM program ranked #8 in the U.S. by QS, combining technical training with business strategy in the heart of Los Angeles. Meanwhile, the MS in Applied Data Science from Viterbi is a 32-unit program designed for students from diverse backgrounds, emphasizing hands-on experience with the goal of having students 'live in the data' through extensive practical projects and a unique professional practicum.
Degree Programs: MS in Analytics (1.5-2 years); MS in Business Analytics (MSBA) (2 years); MS in Applied Data Science (1.5-2 years)
Research Labs: Information Sciences Institute (ISI) - World leader in AI, machine learning, and computational systems research; Data Science Lab - Machine learning and data mining research; Center for Artificial Intelligence in Society - AI applications for social good
Industry Partners: Amazon, Google, Salesforce, Boston Consulting Group, Goldman Sachs
Career Outcomes: Placement Rate: Strong placement across multiple industries | Top Employers: Amazon, Google, Salesforce, Boston Consulting Group, Goldman Sachs, Deloitte, Tencent, Meta | Common Roles: Data Scientist, ML Engineer, Business Intelligence Analyst, Analytics Consultant, Product Analyst
Notable Faculty: Dr. Dawn Porter (Statistics, Academic Director of MS Business Analytics); Dr. Mohammed Alyakoob (Digital marketplaces and economic impact); Dr. Arif Ansari (Data mining, business intelligence, data warehousing); Dr. Cosimo Arnesano (AI/ML applications to business processes)
Admissions:
Accreditations: STEM OPT extension eligible, DEN@Viterbi online delivery available
#2. University of California-Santa Barbara Data Analytics Program
Hakia ranks University of California-Santa Barbara as the #2 in data analytics degree program. Location: Santa Barbara, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 90% | Score: 90.9
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 analytics 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: BA Statistics and Data Science (4 years); BS 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
#3. Virginia Polytechnic Institute and State University Data Analytics Program
Hakia ranks Virginia Polytechnic Institute and State University as the #3 in data analytics degree program. Location: Blacksburg, VA | Type: Public | Tuition: $12,698/year | Graduation Rate: 95% | Score: 90.8
What makes Virginia Polytechnic Institute and State University stand out: Virginia Tech combines CS and business analytics strengths. Strong research in big data and machine learning. DC metro proximity enables government and corporate analytics careers.
Hakia Insight: Through ties with NASA and Leidos, Virginia Polytechnic Institute and State University bridges the gap between academic training and industry practice.
Program Overview: Virginia Tech offers strong data analytics education through CS department and business school. Strong research in big data, machine learning, and business intelligence. DC metro proximity provides career opportunities.
Degree Programs: BS (4 years); MS
Research Labs: Discovery Analytics Center - Big data research; Sanghani Center - Data science
Industry Partners: NASA, Leidos, Boeing, Advance Auto, Norfolk Southern, Lockheed Martin
Career Outcomes: | Top Employers: Capital One, Deloitte, Amazon, Microsoft, Booz Allen | Common Roles: Data Analyst, Business Analyst, Data Scientist
Notable Faculty: Holly Caldwell (program contact); Johann Rudi (Luther and Alice Hamlett Junior Faculty Fellow); Steffen Werner (Luther and Alice Hamlett Junior Faculty Fellow)
Admissions: | Acceptance Rate: 57%
Accreditations: ABET Accredited
#4. University of California-Los Angeles Data Analytics Program
Hakia ranks University of California-Los Angeles as the #4 in data analytics degree program. Location: Los Angeles, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 92% | Score: 88.2
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 analytics 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: MSBA (15 months); Data Science Certificate (10 weeks intensive or self-paced)
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: Intuit, Nextdoor, Uber | Common Roles: Senior Business Data Analyst, Data Scientist
Notable Faculty: Felipe Caro (Faculty Director of MSBA Program, supply chain engineering, fast fashion retail); Francisco Castro (former Uber research scientist, operations and design of markets); Paola Giuliano (culture, economics and political economy); Auyon Siddiq (quantitative models for societal problems, urban mobility, health care)
Admissions: | Acceptance Rate: 9%
Accreditations: ABET Accredited
#5. University of California-Berkeley Data Analytics Program
Hakia ranks University of California-Berkeley as the #5 in data analytics degree program. Location: Berkeley, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 96% | Score: 87.7
What makes University of California-Berkeley stand out: Berkeley pioneered undergraduate data science education. Division of CDSS leads data science curriculum innovation. Bay Area location provides unmatched tech industry access.
Hakia Insight: With a 11% acceptance rate, University of California-Berkeley's data analytics program is among the nation's most competitive, attracting top talent to its nationally recognized faculty.
Program Overview: UC Berkeley Division of Computing, Data Science, and Society offers pioneering data science education. First undergraduate data science major at a major US university. World-class faculty and research in ML, statistics, and domain applications.
Degree Programs: B.A. Analytics (4 years); Professional Program in Data Analysis (1 year)
Research Labs: Berkeley AI Research - ML and AI; Berkeley Institute for Data Science - Data science research
Industry Partners: Pinterest, MapR Technologies, @WalmartLabs, Green Dot Corporation
Career Outcomes: | Top Employers: Google, Meta, Apple, Amazon, Microsoft | Common Roles: Data Analyst, Data Scientist, ML Engineer
Notable Faculty: Professor Dorit Hochbaum (Analytics faculty advisor)
Admissions: | Acceptance Rate: 11%
#6. University of California-Davis Data Analytics Program
Hakia ranks University of California-Davis as the #6 in data analytics degree program. Location: Davis, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 91% | Score: 87.0
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 in Data Science (4 years); MS in Statistics (2 years)
Research Labs: Center for Data Science and AI Research - ML and data science; Genome Center - Bioinformatics
Industry Partners: Intel, Apple, Google
Career Outcomes: | Top Employers: Intel, Apple, Google, Amazon, Meta | Common Roles: Data Scientist, Software Engineer, ML Engineer
Admissions: | Acceptance Rate: 37%
Accreditations: ABET Accredited
#7. University of Washington-Seattle Campus Data Analytics Program
Hakia ranks University of Washington-Seattle Campus as the #7 in data analytics degree program. Location: Seattle, WA | Type: Public | Tuition: $11,524/year | Graduation Rate: 97% | Score: 86.3
What makes University of Washington-Seattle Campus stand out: UW offers one of the fastest business analytics tracks nationally at just 12 months through Foster, while simultaneously providing deep technical data science education through MSDS - creating dual pathways that serve both business-focused and technically-oriented career trajectories in Seattle's booming tech market.
Hakia Insight: Students at University of Washington-Seattle Campus benefit from active collaborations with Amazon and Microsoft, connecting classroom learning to the workforce.
Program Overview: The University of Washington-Seattle Campus offers multiple pathways into data analytics through two distinct programs housed in different schools. The Master of Science in Business Analytics (MSBA) is a 12-month, STEM-designated professional program through the Foster School of Business, designed specifically for career acceleration with a focus on extracting business value from data. Simultaneously, the Master of Science in Data Science (MSDS) provides a more comprehensive 1.5-year full-time or 2.5-year part-time program that covers statistical modeling, machine learning, data visualization, and software engineering with evening classes accommodating working professionals. Both programs leverage UW's position in Seattle's thriving tech ecosystem, with the MSBA program featuring direct industry engagement through faculty like Professor Oliver Rutz (O'Dell Award winner from the American Marketing Association) and Professor Hema Yoganarasimhan (Director of Foster Customer Analytics Center). The MSDS program emphasizes practical application through capstone projects with external organizations, connecting students directly with companies like JP Morgan Chase, IBM, Costco IT, Toyota, and local healthcare organizations like Seattle Children's Hospital.
Degree Programs: MS in Business Analytics (MSBA) (12 months); MS in Data Science (MSDS) (1.5 years full-time)
Research Labs: Foster Customer Analytics Center - Database marketing, e-commerce, and big data social influence models; eScience Institute - Data-intensive discovery across disciplines, serving as campus hub for data science innovation
Industry Partners: Amazon, Microsoft, Google
Career Outcomes: Placement Rate: Strong outcomes with dedicated career services including annual Data Science Career Fair | Top Employers: JP Morgan Chase & Co., IBM, Costco IT, Toyota, Northrop Grumman, Zillow, T-Mobile | Common Roles: Business Analysis Manager, Data Scientist, Operations Research Analyst
Notable Faculty: Professor Oliver Rutz (Customer Analytics, database marketing and e-commerce); Professor Hema Yoganarasimhan (Big data and social influence models); Professor Lalit Jain (Experimental design and artificial intelligence in marketing)
Admissions:
Accreditations: ABET accredited
#8. University of California-San Diego Data Analytics Program
Hakia ranks University of California-San Diego as the #8 in data analytics degree program. Location: La Jolla, CA | Type: Public | Tuition: $11,834/year | Graduation Rate: 81% | Score: 81.7
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 analytics 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 Computer Science (4 years); BS Data Science (4 years)
Research Labs: ACES Lab - Advanced computing and engineering systems; Calit2's Qualcomm Institute - Telecommunications and information technology with cyberinfrastructure focus; San Diego Supercomputer Center - High-performance computing and data systems; Center for Networked Systems - Network systems research; Cooperative Association for Internet Data Analysis - Internet data analysis; Center for Visual Computing - Visual computing and graphics; Center for Wireless Communications - Wireless communication systems; Institute for Neural Computation - Neural computation and brain-inspired computing
Industry Partners: Qualcomm, Microsoft, Adobe, Amazon Web Services, IBM, Roblox Corporation, ServiceNow, AT&T, Sony Electronics, Abbott
Career Outcomes: | Top Employers: Qualcomm, Google, Amazon, Apple, Illumina | Common Roles: Software Engineer, Data Scientist, UX Researcher
Notable Faculty: Dr. Andrew B. Kahng (Integrated-circuit design and performance analyses); Dr. Paul H. Siegel (Information theory and data storage systems); Dr. Truong Nguyen (Digital signal processing and image analysis); Dr. Tara Javidi (Statistical learning and network optimization); Dr. Farinaz Koushanfar (Hardware security and acceleration systems); Dr. Nuno M. Vasconcelos (Computer vision and machine learning)
Admissions: | Acceptance Rate: 24%
Accreditations: ABET Accredited
#9. University of Houston Data Analytics Program
Hakia ranks University of Houston as the #9 in data analytics degree program. Location: Houston, TX | Type: Public | Tuition: $8,685/year | Graduation Rate: 91% | Score: 80.8
What makes University of Houston stand out: UH data analytics programs leverage Houston's position as a hub for energy, healthcare, and aerospace industries. Online format designed for working professionals with strong industry partnerships.
Hakia Insight: University of Houston's industry network — including ExxonMobil and Memorial Hermann — provides students with internship and hiring pathways.
Program Overview: University of Houston offers data analytics programs through its Bauer College of Business and College of Natural Sciences and Mathematics. Online MS in Data Analytics provides flexible pathways for Houston-area professionals and beyond. Strong connections to energy, healthcare, and aerospace industries.
Degree Programs: MS Business Analytics; MS Statistics and Data Science (30 credit hours); MS Engineering Data Science and AI
Research Labs: Human-Centered Artificial Intelligence Institute - AI research; Decision Sciences Institute - decision sciences; Institute for Regional Forecasting - forecasting and analytics
Industry Partners: ExxonMobil, Memorial Hermann, NASA
Career Outcomes: | Top Employers: ExxonMobil, Shell, Memorial Hermann, MD Anderson, NASA | Common Roles: Data Analyst, Business Analyst, Data Scientist
Notable Faculty: Xiao Ma (Associate Professor, Business Analytics program contact)
Admissions: | Acceptance Rate: 67%
Accreditations: STEM
#10. Rutgers University-New Brunswick Data Analytics Program
Hakia ranks Rutgers University-New Brunswick as the #10 in data analytics degree program. Location: New Brunswick, NJ | Type: Public | Tuition: $13,674/year | Graduation Rate: 82% | Score: 80.6
What makes Rutgers University-New Brunswick stand out: Rutgers data analytics programs benefit from NYC metro location and strong pharmaceutical and financial industry connections. Online format ideal for working professionals in the Northeast corridor.
Hakia Insight: Rutgers University-New Brunswick leverages partnerships with Johnson & Johnson and Prudential to offer students real-world project experience valued by employers.
Program Overview: Rutgers offers data analytics education through its School of Communication and Information and Department of Statistics. Online Master of Business and Science degree with data analytics concentration provides flexible professional development. NYC metro proximity enables strong industry connections.
Degree Programs: Bachelors in Data Analytics; Data Science Major; Computer Science and Data Science Double Major
Research Labs: Rutgers Artificial Intelligence and Data Science Collaboratory - AI and data science innovation with emphasis on responsible, interdisciplinary research; Rutgers Climate and Energy Institute - Climate change and energy challenges through interdisciplinary research; Center for Cognitive Science - Complex, interdisciplinary field of cognitive science research; New Jersey State Policy Lab - Equitable public policy solutions through rigorous data research; Education and Employment Research Center - Intersection between education and work through research and evaluation
Industry Partners: Johnson & Johnson, Prudential, NYC financial firms
Career Outcomes: Placement Rate: 84% | Top Employers: Rutgers University, Amazon, Robert Wood Johnson University Hospital, RWJBarnabas Health
Notable Faculty: Dr. Wendie Cohick (Vice Provost and Vice Chancellor for Research); Dr. Sheila Borges Rajguru (Research Development & Strategy); Amy Mandelbaum (Research Development with focus on AI and Data Science)
Admissions: | Acceptance Rate: 67%
Best Data Analytics Programs - Compare Top 5 Online
| School | Location | Type | Tuition | Grad Rate | Score |
|---|---|---|---|---|---|
| #1 University of Southern California | Los Angeles, CA | Private | $66,640 | 92% | 100.0/100 |
| #2 University of California-Santa Barbara | Santa Barbara, CA | Public | $11,834 | 90% | 90.9/100 |
| #3 Virginia Polytechnic Institute and State University | Blacksburg, VA | Public | $12,698 | 95% | 90.8/100 |
| #4 University of California-Los Angeles | Los Angeles, CA | Public | $11,834 | 92% | 88.2/100 |
| #5 University of California-Berkeley | Berkeley, CA | Public | $11,834 | 96% | 87.7/100 |
Top 50 Online Data Analytics Degree Programs 2026
| Rank | |||||||
|---|---|---|---|---|---|---|---|
| 1 | University of Southern California | Los Angeles, CA | Private | $66,640 | 92% | — | 100 |
| 2 | University of California-Santa Barbara | Santa Barbara, CA | Public | $11,834 | 90% | — | 90.9 |
| 3 | Virginia Polytechnic Institute and State University | Blacksburg, VA | Public | $12,698 | 95% | — | 90.8 |
| 4 | University of California-Los Angeles | Los Angeles, CA | Public | $11,834 | 92% | — | 88.2 |
| 5 | University of California-Berkeley | Berkeley, CA | Public | $11,834 | 96% | — | 87.7 |
| 6 | University of California-Davis | Davis, CA | Public | $11,834 | 91% | — | 87 |
| 7 | University of Washington-Seattle Campus | Seattle, WA | Public | $11,524 | 97% | — | 86.3 |
| 8 | University of California-San Diego | La Jolla, CA | Public | $11,834 | 81% | — | 81.7 |
| 9 | University of Houston | Houston, TX | Public | $8,685 | 91% | — | 80.8 |
| 10 | Rutgers University-New Brunswick | New Brunswick, NJ | Public | $13,674 | 82% | — | 80.6 |
| 11 | San Diego State University | San Diego, CA | Public | $5,742 | 83% | — | 80.1 |
| 12 | University of Virginia-Main Campus | Charlottesville, VA | Public | $18,823 | 96% | — | 79.1 |
| 13 | University of Wisconsin-Madison | Madison, WI | Public | $9,644 | 83% | — | 78.6 |
| 14 | Loyola Marymount University | Los Angeles, CA | Private | $57,602 | 94% | — | 78.4 |
| 15 | Columbia University in the City of New York | New York, NY | Private | $64,526 | 100% | — | 78.4 |
| 16 | University of California-Riverside | Riverside, CA | Public | $11,834 | 83% | — | 77.7 |
| 17 | University of Florida | Gainesville, FL | Public | $4,477 | 95% | — | 77.7 |
| 18 | University of Pennsylvania | Philadelphia, PA | Private | $58,620 | 100% | — | 77.6 |
| 19 | University of Illinois Urbana-Champaign | Champaign, IL | Public | $14,768 | 90% | — | 77.5 |
| 20 | University of Maryland-College Park | College Park, MD | Public | $9,889 | 84% | — | 77 |
| 21 | William & Mary | Williamsburg, VA | Public | $18,253 | 94% | — | 76.7 |
| 22 | Cornell University | Ithaca, NY | Private | $65,204 | 95% | — | 76 |
| 23 | Carnegie Mellon University | Pittsburgh, PA | Private | $62,260 | 98% | — | 75.8 |
| 24 | University of Michigan-Ann Arbor | Ann Arbor, MI | Public | $17,977 | 92% | — | 75.7 |
| 25 | Seattle University | Seattle, WA | Private | $53,235 | 92% | — | 75.7 |
Showing 1–25 of 50
How Much Does a Data Analytics Online Degree Cost?
The total cost of a online's degree in Data Analytics ranges from $40,000 at public universities to over $180,000 at elite private institutions. Financial aid, scholarships, and in-state tuition significantly reduce out-of-pocket costs (Research.com, TechGuide, University catalogs).
- Public University (In-State): $10,000/year × 4 years = $40,000 total
- Public University (Out-of-State): $25,000/year × 4 years = $100,000 total
- Private University: $45,000/year × 4 years = $180,000 total
- Online Programs: $15,000/year × 4 years = $60,000 total
With median starting salaries of $91,290, 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 Analytics Degree Programs Overview
Online data analytics degree programs have grown 340% since 2020, with 387 accredited options now available. These programs prepare students for high-demand careers in data science, business intelligence, and analytics across industries. Students learn statistical analysis, data visualization, programming in Python and R, and database management through interactive online platforms.
Top online programs offer the same curriculum and faculty as their on-campus counterparts, with added flexibility for working professionals. Students access virtual labs, real-time collaboration tools, and industry partnerships with companies like IBM Watson Analytics and Microsoft Power BI. Graduates pursue roles as data scientists, business analysts, and market research analysts with .
The best online data analytics programs combine theoretical foundations with practical experience through capstone projects, internships, and industry certifications. Many programs include cloud computing certifications and prepare students for roles in emerging fields like AI and machine learning engineering.
Online Learning Formats Explained
Online Data Analytics 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 Analytics 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 Analytics 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 Analytics 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 Analytics 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 data sets using statistical methods and machine learning to extract insights and build predictive models for business decision-making.
Business Intelligence Analyst
SOC 15-1211Create dashboards and reports to help organizations make data-driven decisions, working with tools like Tableau, Power BI, and SQL databases.
Data Analyst
SOC 15-2041Collect, process, and analyze data to identify trends and patterns that inform business strategies and operational improvements.
Market Research Analyst
SOC 13-1161Study market conditions to examine potential sales of products or services, using statistical software and data visualization tools.
Operations Research Analyst
SOC 15-2031Use advanced analytical methods to help organizations solve complex problems and improve decision-making processes.
Financial Analyst
SOC 13-2051Evaluate investment opportunities, assess financial performance, and provide recommendations using data analysis and financial modeling.
Database Administrator
SOC 15-1242Design, implement, and maintain database systems that store and organize data for analysis and business operations.
Machine Learning Engineer
SOC 15-1252Design and implement machine learning systems and algorithms to solve complex problems and automate decision-making processes.
Top States for Online Data Analytics Programs
| State | Total Programs | Median Tuition | Top Program |
|---|---|---|---|
| Best Data Analytics Online Programs in California | 28 | $18,240 | UC Berkeley Extension |
| Best Data Analytics Online Programs in Texas | 22 | $14,820 | UT Austin McCombs |
| Best Data Analytics Online Programs in Florida | 19 | $16,560 | University of Florida Online |
| Best Data Analytics Online Programs in New York | 17 | $22,140 | Syracuse University |
| Best Data Analytics Online Programs in Pennsylvania | 16 | $20,592 | Penn State World Campus |
| Best Data Analytics Online Programs in Arizona | 14 | $15,360 | Arizona State University |
| Best Data Analytics Online Programs in Georgia | 12 | $19,440 | Georgia Institute of Technology |
| Best Data Analytics Online Programs in Illinois | 11 | $18,720 | University of Illinois Springfield |
| Best Data Analytics Online Programs in North Carolina | 10 | $17,280 | NC State University |
| Best Data Analytics Online Programs in Virginia | 9 | $19,680 | Virginia Tech Online |
Which Online Data Analytics Program Is Right for You?
- You want the highest prestige and ABET accreditation
- Strong in mathematics and can handle rigorous coursework
- Willing to invest in premium education for maximum career impact
- Interested in advanced machine learning and AI applications
- You need maximum affordability without sacrificing quality
- Prefer hybrid format with live sessions and recordings
- Want strong industry partnerships (IBM, Microsoft, Amazon)
- Value innovative online platform and student support
- You want prestigious university brand recognition
- Prefer smaller class sizes and personalized attention
- Value extensive alumni network for career opportunities
- Want identical curriculum and credentials to on-campus program
- You're military personnel or working in government contracting
- Need maximum flexibility with accelerated 8-week courses
- Have significant prior experience to convert to college credit
- Want affordable program near Washington DC job market
- You want extensive student support and 24/7 assistance
- Prefer competency-based learning with hands-on projects
- Need year-round enrollment with multiple start dates
- Value large program with extensive peer networking opportunities
Coding Bootcamps: An Alternative to a Data Analytics 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
- SQL and visualization skills transfer directly to the job
- More entry-level analytics roles available than data science
- Excel, Tableau, and Power BI are in high demand
- Shorter bootcamps (3-6 months) get you working faster
- Business intelligence skills open doors across industries
Common Concerns
Honest feedback from bootcamp graduates and industry professionals
- Analytics roles may have lower salary ceiling than engineering
- Some programs over-promise on 'data science' when teaching analytics
- Advanced analytics still requires solid statistics foundation
- Tool-focused learning may not prepare for strategy discussions
- Competition from self-taught analysts with domain expertise
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 Analytics careers:
- Software Engineering Career Track
- Data Science Career Track
- Cybersecurity Career Track
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Data Analytics Career Track
+$17K avg salary increase·6 months
- Microsoft partnership with industry-recognized tools
- 1-on-1 mentorship from industry professionals
- Money-back job guarantee
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Frequently Asked Questions About Data Analytics Degrees
Top 5 Online Data Analytics Programs Analysis
The top 5 online data analytics programs distinguish themselves through exceptional career outcomes, innovative curriculum design, and strong industry partnerships. Georgia Tech leads with its prestigious ABET accreditation and , while ASU offers the most affordable tuition at $16,416 annually with extensive industry connections.
These programs share common strengths: comprehensive curricula covering statistical analysis, machine learning, data visualization tools like Tableau and Power BI, and programming languages including Python, R, and SQL. All top 5 programs offer virtual lab access, dedicated academic advising for online students, and career services with job placement assistance.
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.