Master's in Data Analytics Programs Overview

A master’s in data analytics is a graduate degree for students and working professionals who want to use data to solve business, operational, healthcare, financial, policy, marketing, product, or technology problems.

These programs usually combine statistics, SQL, Python or R, data visualization, databases, predictive modeling, business intelligence, machine learning, analytics strategy, and a capstone or applied project.

The best data analytics master’s programs do more than teach tools. They help students build the technical, statistical, and communication skills needed to turn messy data into useful decisions.

Some programs are designed for analysts who already work with dashboards and reports. Others are built for career changers, business professionals, IT workers, or STEM graduates who want a more applied analytics credential.

A master’s in data analytics can be worth it if the program fits your goals, budget, schedule, and technical readiness. It is not the only path into analytics, however.

Depending on your background, a master’s in data science, master’s in business analytics, applied statistics degree, AI master’s, graduate certificate, bootcamp, or professional certification may be a better fit.

Outcomes depend on your technical skills, portfolio, prior experience, industry, location, and the job market. Tuition, fees, GRE policies, and program formats can change by academic year. Verify with the university before applying.

Quick Facts: Master’s in Data Analytics

Category	Quick answer
Common degree names	MS in Data Analytics, MS in Applied Data Analytics, Master of Data Analytics, MS in Analytics, MPS in Analytics, MS in Data Science and Analytics
Typical credits	30–45 credits, though some programs may require more
Typical length	12–24 months full time; 2–3 years part time
Common formats	Campus, online, hybrid, low-residency, evening/weekend, executive format
Common prerequisites	Bachelor’s degree, statistics, quantitative reasoning, programming, SQL or databases, business or technical preparation
Common tools	SQL, Python, R, Tableau, Power BI, Excel, Git, Spark, Snowflake, BigQuery, Databricks, dbt, cloud platforms
Common courses	Statistics, databases, visualization, business intelligence, predictive analytics, machine learning, data mining, data governance, capstone
Best fit	Analysts, BI professionals, business analysts, IT professionals, quantitative career changers, and working professionals who want applied analytics training
Career paths	Data analyst, BI analyst, data scientist, analytics manager, data engineer, operations analyst, marketing analyst, systems analyst
Cost range	Varies widely; public and regional programs may be under $20,000, while premium private programs may exceed $70,000
Key caution	A degree can help, but employers still evaluate technical skills, portfolio quality, domain knowledge, communication, and work experience

What Is a Master’s in Data Analytics?

A master’s in data analytics is a graduate program focused on using data to answer practical questions. Students learn how to gather, clean, analyze, model, visualize, and communicate data so organizations can make better decisions.

Data analytics sits between statistics, business intelligence, computer science, and domain expertise. It is usually more applied than a statistics degree, less research-heavy than some data science programs, and often more technical than a business analytics program.

Common topics include:

Data cleaning and preparation
Statistics and probability
SQL and relational databases
Data visualization and dashboard design
Business intelligence and decision support
Predictive analytics and forecasting
Machine learning foundations
Data governance and ethics
Cloud analytics and big data systems
Capstone or applied analytics projects

A strong program should help students build both technical skill and business judgment. Employers often need analysts who can ask good questions, evaluate data quality, explain uncertainty, and communicate insights to nontechnical stakeholders.

Tuition rates

Based on 47 MS Data Analytics programs, with average totals, per-credit practical lows to premiums:

4 accredited schools recognized by DASCA
Average Total Cost: $39,750.16.
Lowest Per-Credit Rate: $376.75.
Highest Per-Credit Rate: $2,760.

The Best Master’s in Data Analytics Degree Programs for 2026

Tufts University
Somerville, Massachusetts
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $61,166
2026 Cost per credit: $1,799
Credits: 34
GRE requirement: Not required
Learn more: Program details
Columbia University in the City of New York
New York City, New York
Program: M.S. in Applied Analytics
DASCA designation: Yes
Delivery method: Online & campus
Total tuition: $99,144
2026 Cost per credit: $2,754
Credits: 36
GRE requirement: Not required
Learn more: Program details
New York University
New York, New York
Program: MS in Data Analytics & Business Computing
DASCA designation: Yes
Delivery method: Campus
Total tuition: $74,736
2026 Cost per credit: $2,076
Credits: 36
GRE requirement: Not required
Learn more: Program details
Boston University
Boston, Massachusetts
Program: MS in Applied Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $110,403
2026 Cost per credit: $2,760
Credits: 40
GRE requirement: Not required
Learn more: Program details
Northeastern University
Boston, Massachusetts
Program: Master of Professional Studies in Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $54,315
2026 Cost per credit: $1,207
Credits: 45
GRE requirement: Not required
Learn more: Program details
Yeshiva University
New York, New York
Program: M.S. in Data Analytics and Visualization
DASCA designation: No
Delivery method: Campus
Total tuition: $42,000
2026 Cost per credit: $1,400
Credits: 30
GRE requirement: Not required
Learn more: Program details
George Washington University
Washington, District of Columbia
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $65,850
2026 Cost per credit: $2,195
Credits: 30
GRE requirement: Not required
Learn more: Program details
Binghamton University
Binghamton, New York
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $30,480 in-state | $38,370 out-of-state
2026 Cost per credit: $1,016 in-state | $1,279 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Pratt Institute-Main
Brooklyn, New York
Program: Data Analytics and Visualization, MS
DASCA designation: No
Delivery method: Campus
Total tuition: $65,232
2026 Cost per credit: $1,812
Credits: 36
GRE requirement: Not required
Learn more: Program details
San Diego State University
San Diego, California
Program: M.S. in Big Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $21,588 in-state | $34,908 out-of-state
2026 Cost per credit: $719.6 in-state | $1,163.6 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
State University of New York at Plattsburgh
Plattsburgh, New York
Program: Data Analytics Master’s
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,130 in-state | $28,890 out-of-state
2026 Cost per credit: $471 in-state | $963 out-of-state
Credits: 30
GRE requirement: Optional
Learn more: Program details
University of the Potomac-Washington DC Campus
Washington, District of Columbia
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $16,200
2026 Cost per credit: $450
Credits: 36
GRE requirement: Not required
Learn more: Program details
University of North Texas
Denton, Texas
Program: Digital Retailing Advanced Data Analytics Master's
DASCA designation: No
Delivery method: Online & campus
Total tuition: $16,215 in-state | $18,157.8 out-of-state
2026 Cost per credit: $540.50 in-state | $605.26 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
Texas A&M University-College Station
College Station, Texas
Program: M.S. in Analytics
DASCA designation: No
Delivery method: Campus & hybrid
Total tuition: $65,000
2026 Cost per credit: $1,805.56
Credits: 36
GRE requirement: Required
Learn more: Program details
Saint Elizabeth University
Morristown, New Jersey
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $32,612
2026 Cost per credit: $1,052
Credits: 31
GRE requirement: Not required
Learn more: Program details
Appalachian State University
Boone, North Carolina
Program: M.S. in Applied Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $12,220 in-state | $35,112 out-of-state
2026 Cost per credit: $339.44 in-state | $975.33 out-of-state
Credits: 36
GRE requirement: Required
Learn more: Program details
Canisius University
Buffalo, New York
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $39,000
2026 Cost per credit: $975
Credits: 40
GRE requirement: Not required
Learn more: Program details
SUNY Polytechnic Institute
Utica, New York
Program: Data Science and Analytics (MS)
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,130 in-state | $16,950 out-of-state
2026 Cost per credit: $471 in-state | $565 out-of-state
Credits: 33
GRE requirement: Not required
Learn more: Program details
The Catholic University of America
Washington, District of Columbia
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $41,550
2026 Cost per credit: $1,385
Credits: 30
GRE requirement: Not required
Learn more: Program details
University of Central Florida
Orlando, Florida
Program: Data Analytics (MS)
DASCA designation: No
Delivery method: Campus
Total tuition: $36,300
2026 Cost per credit: $1,210
Credits: 30
GRE requirement: Not required
Learn more: Program details
University of Illinois Springfield
Springfield, Illinois
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $13,563
2026 Cost per credit: $376.75
Credits: 36
GRE requirement: Not required
Learn more: Program details
New Mexico State University-Main Campus
Las Cruces, New Mexico
Program: Professional Master in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $8,634 in-state | $10,792.5 out-of-state
2026 Cost per credit: $287.80 in-state | $359.75 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Robert Morris University
Moon Township, Pennsylvania
Program: Data Analytics M.S.
DASCA designation: No
Delivery method: Online & campus
Total tuition: $33,000
2026 Cost per credit: $1,100
Credits: 30
GRE requirement: Not required
Learn more: Program details
Arizona State University Campus Immersion
Tempe, Arizona
Program: Master of Science in Program Evaluation and Data Analytics
DASCA designation: Yes
Delivery method: Online & campus
Total tuition: $19,965
2026 Cost per credit: $605
Credits: 33
GRE requirement: Not required
Learn more: Program details
University of Missouri-Columbia
Columbia, Missouri
Program: Master of Science in Data Science and Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $32,514
2026 Cost per credit: $1,083.80
Credits: 30
GRE requirement: Not required
Learn more: Program details

These rankings were compiled from data accessed in January 2026 from Integrated Post-Secondary Education Data System (IPEDS) and College Navigator (both services National Center for Education Statistics). Tuition data was pulled from individual university websites and is current as of January 2026. If available, we also use additional criteria such as accreditation or designations by outside organizations or agencies.

2025 Rankings

BOSTON UNIVERSITY
CARNEGIE MELLON UNIVERSITY – HEINZ COLLEGE
COLUMBIA UNIVERSITY

TULANE UNIVERSITY
DUKE UNIVERSITY
TUFTS UNIVERSITY
NORTHWESTERN UNIVERSITY
GEORGETOWN UNIVERSITY
NEW YORK UNIVERSITY
UNIVERSITY OF SOUTHERN CALIFORNIA
BINGHAMTON UNIVERSITY
SOUTHERN METHODIST UNIVERSITY
TEXAS A&M UNIVERSITY
YESHIVA UNIVERSITY
NORTHEASTERN UNIVERSITY
GEORGE WASHINGTON UNIVERSITY
NORTH CAROLINA STATE UNIVERSITY
UNIVERSITY OF CALIFORNIA
CLARK UNIVERSITY
PRATT INSTITUTE
GEORGIA INSTITUTE OF TECHNOLOGY
UNIVERSITY OF THE POTOMAC
COLLEGE OF CHARLESTON
UNIVERSITY OF MARYLAND
SAN JOSE STATE UNIVERSITY

show less

2024 Rankings

COLUMBIA UNIVERSITY
UNIVERSITY OF ILLINOIS AT SPRINGFIELD
CANISIUS COLLEGE

Online vs Campus vs Hybrid Master’s in Data Analytics

Format	Flexibility	Networking	Cost considerations	Best fit	Limitations
Fully online	Highest	Depends on virtual community and alumni network	May reduce relocation and commuting costs	Working professionals, remote students, caregivers	Requires self-discipline and time management
Hybrid	Moderate to high	Better than fully online if campus visits are meaningful	May include travel or residency costs	Students near campus or executive-format learners	Less flexible than fully online
Campus-based	Lower	Strongest face-to-face networking	May include relocation, commuting, and housing costs	Recent graduates, international students, full-time learners	Harder for working adults
Low-residency	High with short in-person sessions	Useful for cohort building	Travel and lodging costs may apply	Professionals who want some in-person interaction	Requires travel planning
Executive/evening format	Moderate	Strong peer network among working professionals	Often priced as premium professional education	Managers and experienced professionals	May be expensive and cohort-paced

Related Resources

Master’s in Data Analytics vs Data Science vs Business Analytics

Pathway	Best for	Main focus	Typical tools	Career outcomes	Limitations
MS in Data Analytics	Turning data into decisions	SQL, statistics, visualization, BI, predictive analytics	SQL, Python, R, Tableau, Power BI	Data analyst, BI analyst, analytics manager, operations analyst	May be less technical than data science
MS in Data Science	Technical modeling and ML	Machine learning, statistics, programming, data systems	Python, R, SQL, Spark, cloud tools	Data scientist, ML-adjacent roles, data engineer	May be too technical for business-focused students
MS in Business Analytics	Business strategy and analytics	Forecasting, optimization, dashboards, business cases	Excel, SQL, Tableau, Power BI, Python	Business analyst, analytics consultant, product analyst	May have less programming and data engineering depth
MS in Applied Statistics	Statistical modeling and inference	Regression, probability, experimental design, statistical theory	R, Python, SAS, statistical software	Statistician, research analyst, quantitative analyst	Less focused on business dashboards or data products
MS in AI or Machine Learning	AI systems and model development	Algorithms, ML, NLP, computer vision, deployment	Python, PyTorch, TensorFlow, cloud ML tools	ML engineer, AI specialist, research-adjacent roles	May be too narrow for general analytics
Graduate certificate	Targeted upskilling	Specific analytics tools or topics	Varies	Skill upgrade, internal promotion	Not a full graduate degree
Bootcamp	Fast practical training	Portfolio and applied tools	SQL, Python, Tableau, Excel	Entry-level analyst roles, portfolio building	Not equivalent to a master’s degree

Admissions Requirements

Most master’s in data analytics programs ask for:

Bachelor’s degree from an accredited institution
Official transcripts
Minimum GPA, often around 3.0
Resume or CV
Statement of purpose
Letters of recommendation
GRE or GMAT scores if required
Prerequisite coursework in statistics, math, programming, or databases
TOEFL, IELTS, or equivalent for some international applicants
Work experience for some professional or executive programs

Many programs no longer require the GRE or GMAT, but policies vary. Some programs require scores, some make them optional, and others waive them for applicants with strong academic records or relevant professional experience.

Can You Apply Without a STEM Background?

Yes, but it depends on the program. Some data analytics master’s programs accept applicants from business, economics, healthcare, social science, liberal arts, IT, or other backgrounds. However, students without quantitative or technical preparation may need bridge coursework before or during the program.

Applicants without a STEM background should look for programs that clearly explain prerequisites, bridge courses, foundation modules, tutoring, and early technical support.

Common Prerequisites

Prerequisite	Why it matters
Statistics	Core foundation for inference, modeling, experimentation, and uncertainty
College algebra or calculus	Helps with quantitative modeling, optimization, and machine learning concepts
Programming	Needed for data cleaning, automation, modeling, and reproducible analysis
SQL and databases	Essential for querying and preparing structured business data
Business analytics	Helps connect analysis to real decisions, metrics, and KPIs
Excel or spreadsheets	Still widely used in analyst workflows and business reporting
Linear algebra	Useful for machine learning, dimensionality reduction, and advanced analytics
Probability	Important for forecasting, model evaluation, and risk analysis
Communication/business writing	Analysts must explain findings to nontechnical stakeholders

Curriculum and Skills

Course area	What students learn	Common tools and skills
Statistics for analytics	Inference, regression, hypothesis testing, uncertainty	R, Python, Excel
Databases and SQL	Querying, joins, data modeling, relational databases	SQL, PostgreSQL, MySQL
Data visualization	Dashboards, visual storytelling, chart design	Tableau, Power BI, Python libraries
Predictive analytics	Forecasting, classification, regression, model evaluation	Python, R, scikit-learn
Machine learning	Supervised and unsupervised learning, validation, bias, deployment basics	Python, ML libraries
Big data systems	Distributed processing and large-scale analytics	Spark, Hadoop, cloud platforms
Business intelligence	Metrics, KPIs, reporting, decision support	Power BI, Tableau, Looker
Data governance	Privacy, ethics, quality, lineage, responsible use	Governance frameworks, documentation
Cloud analytics	Modern data warehouses and cloud platforms	Snowflake, BigQuery, Databricks, AWS, Azure, Google Cloud
Capstone/project	Applied analytics project for a real or simulated problem	Portfolio, technical report, presentation

2026 Analytics Curriculum Trends

Analytics programs should be evaluated not only by traditional coursework but also by how well they prepare students for AI-enabled analytics work. In 2026, valuable curriculum updates include:

Generative AI for analytics workflows
Analytics engineering and data pipeline design
Data governance, privacy, and compliance
Responsible AI and model validation
Cloud data warehouses such as Snowflake, BigQuery, and Databricks
Data storytelling and executive communication
Experimentation and causal inference
AI-assisted dashboarding and natural-language querying
Data quality, lineage, and documentation
Business translation skills

AI is changing analytics work, but it is not eliminating the need for statistical reasoning, data quality judgment, domain expertise, and communication. In many organizations, AI makes those skills more important because analysts must validate outputs, identify flawed assumptions, and explain what the data can and cannot support.

How Much Does a Master’s in Data Analytics Cost?

Master’s in data analytics costs vary widely. In the current TechGuide 2026 data set, some public programs are listed below $15,000, while several private or premium programs are listed above $60,000.

The cost a student pays depends on tuition, required credits, fees, residency status, delivery format, course load, and financial aid.

Total tuition is not the same as total cost of attendance. Students should also consider:

Mandatory university fees
Online learning or technology fees
Books and software
Cloud computing or lab costs
Exam proctoring fees
Travel for hybrid or residency requirements
Lost income or reduced work hours
Employer tuition reimbursement
Federal financial aid eligibility

Cost factor	What to verify
Tuition per credit	Online rates may differ from campus rates
Total credits	A 30-credit program and a 45-credit program can differ substantially in total cost
Mandatory fees	Student services, technology, graduation, and distance-learning fees can add cost
Residency pricing	Public universities may charge different in-state and out-of-state rates
Course load	Full-time and part-time enrollment may affect billing and aid
Modality	Online, campus, hybrid, and executive formats may have different pricing
Software/cloud costs	Some courses require paid tools, cloud credits, or specialized software
Financial aid eligibility	Confirm whether the program qualifies for federal aid
Employer reimbursement	Ask whether your employer covers graduate tuition and whether annual limits apply

Is a Master’s in Data Analytics Worth It?

A master’s in data analytics can be worth it when it helps you build skills, complete portfolio-ready projects, qualify for analytics roles, or move into more advanced responsibilities.

It is most valuable when the program is affordable, reputable, technically relevant, and aligned with your target role.

Student type	Worth-it assessment
Current data analyst	Strong fit if the program adds Python/R, SQL, predictive analytics, data governance, and leadership skills
Business analyst	Good fit if moving toward BI, data analytics, product analytics, or analytics management
BI/reporting professional	Good fit if the curriculum expands beyond dashboards into statistics, modeling, and data systems
Career changer	Possible, but choose a program with prerequisites, bridge support, and applied projects
Software/IT professional	Good fit if moving into data engineering, analytics engineering, or data platforms
Recent bachelor’s graduate	Useful if paired with internships, capstones, and portfolio projects
Student seeking fast entry-level training	A bootcamp or certificate may be faster and cheaper
Research-focused student	Consider data science, statistics, computer science, or a PhD pathway
Budget-conscious learner	Compare public programs, employer reimbursement, and lower-cost online options

A graduate degree is not a job guarantee. Employers still evaluate applied skills, experience, communication, portfolio quality, and interview performance.

Career Paths, Salary, and Job Outlook

A master’s in data analytics can support several career paths, but job titles vary across employers. “Data analyst,” “BI analyst,” “analytics consultant,” and “analytics manager” may map to different BLS categories depending on industry and duties.

Use BLS data as a labor-market benchmark, not as a salary guarantee.

Career path	Relevant BLS occupation	Median pay, May 2024	2024–2034 outlook	Master’s relevance	Notes
Data scientist	Data scientists	$112,590	34% growth	Helpful for technical analytics, ML, and modeling roles	Strong fit if curriculum includes statistics, ML, programming, and data systems
Operations analyst	Operations research analysts	$91,290	21% growth	Helpful for optimization, forecasting, and decision science	Common in supply chain, logistics, finance, and operations
Market/customer insights analyst	Market research analysts	$76,950	7% growth	Helpful for marketing, product, and consumer analytics	Often values survey, segmentation, and visualization skills
Research/AI-focused role	Computer and information research scientists	$140,910	20% growth	Stronger fit for research-oriented or technical programs	Some roles may require advanced research training
Database architect/data platform role	Database administrators and architects	$104,620 for DBAs; $135,980 for database architects	Verify current BLS projection	Useful if program includes databases, cloud, and data engineering	More technical than many analyst roles
Business/systems analyst	Computer systems analysts	$103,790	9% growth	Helpful when analytics overlaps with IT systems and process improvement	Good fit for business + technology backgrounds
Analytics manager / IT manager	Computer and information systems managers	$171,200	15% growth	Helpful with experience; management roles require work history	Degree alone is not enough for management
Management consultant / business analyst	Management analysts	$101,190	9% growth	Helpful for analytics consulting and decision support	Often values domain knowledge and communication
Computer/IT benchmark	Computer and IT occupations overall	$105,990	Varies by occupation	Useful benchmark for tech-adjacent analytics roles	Broad category, not a specific job title

How AI Is Changing Data Analytics Careers

AI is changing how analysts work. Many analysts now use AI-assisted tools for querying, dashboarding, summarization, documentation, code generation, exploratory analysis, and stakeholder communication. But AI does not remove the need for human judgment.

Employers still need analysts who can:

Write and validate SQL queries
Understand statistics and uncertainty
Build trustworthy dashboards
Check data quality
Explain assumptions and limitations
Design experiments
Translate business questions into analytical methods
Evaluate AI-generated outputs
Communicate findings clearly

Strong master’s programs should include AI literacy, but they should not be judged only by how many AI tools they mention.

Look for coursework in data governance, model validation, responsible AI, cloud analytics, experimentation, and communication. These skills help analysts use AI safely and effectively.

How to Choose the Right Program

Use this checklist before applying:

Is the program online, hybrid, or campus-based?
Does the schedule fit your work and family responsibilities?
Does the program publish total tuition and required fees?
Are credits and graduation requirements clear?
Does it require the GRE or GMAT?
Does it teach SQL, Python or R, visualization, statistics, and predictive analytics?
Does it include a capstone, practicum, internship, or portfolio project?
Are there electives in AI, machine learning, business analytics, cloud analytics, or data engineering?
Are faculty and career services accessible to online and part-time students?
Is the program STEM-designated, if that matters for your goals?
Are international student policies clear?
Does the program support your target role?
Are alumni outcomes, employer partnerships, or project examples available?
Can you speak with admissions, current students, or alumni before applying?

Red Flags to Watch For

Unclear tuition or hidden fees
No published curriculum
No capstone, practicum, or portfolio opportunity
Vague “AI” or “data” claims without technical coursework
Poor state authorization clarity for online students
Unclear accreditation
Limited support for online or part-time students
No admissions transparency
Overpromised salary outcomes
No clear prerequisite guidance
Conflicting GRE or cost information across pages

Application Timeline and Checklist

Timeline	What to do
12 months before applying	Research programs, compare data analytics vs data science vs business analytics, and identify prerequisites
9 months before applying	Build a shortlist, verify costs, check GRE/GMAT policies, and confirm online/campus formats
6 months before applying	Request transcripts, ask for recommendations, and begin prerequisite coursework if needed
3 months before applying	Draft the statement of purpose and update your resume with analytics projects
1 month before applying	Finalize applications, confirm deadlines, and review tuition/aid options
After admission	Compare financial aid, employer reimbursement, course plans, capstone options, and student support

Application checklist:

Define your target role
Compare degree types
Verify tuition and fees
Confirm credits and format
Check GRE/GMAT policy
Review prerequisites
Review curriculum and electives
Confirm capstone/project options
Gather transcripts
Update resume
Request recommendations
Write statement of purpose
Confirm international student policies, if applicable
Apply before priority deadlines

Frequently Asked Questions

What can you do with a master’s in data analytics?

Graduates may pursue roles such as data analyst, BI analyst, business analyst, data scientist, operations analyst, marketing analyst, data engineer, analytics consultant, or analytics manager. Job titles vary by employer and industry.

Do I need a STEM background?

Not always. Some programs accept applicants from business, economics, healthcare, social science, IT, or other backgrounds. However, students may need preparation in statistics, programming, SQL, or quantitative methods.

Do data analytics master’s programs require the GRE?

Some require the GRE, some make it optional, and many do not require it. GRE and GMAT policies change, so verify with each university before applying.

What is the difference between data analytics and data science?

Data analytics usually focuses on interpreting data to support decisions, dashboards, reporting, business intelligence, and applied modeling. Data science is often more technical and may emphasize machine learning, algorithms, data systems, and advanced modeling.

Is a master’s in data analytics better than a bootcamp?

It depends on your goal. A bootcamp may be faster and cheaper for learning practical tools or building an entry-level portfolio. A master’s degree is broader, more rigorous, and may be more valuable for long-term advancement or roles that prefer graduate education.

What programming languages do data analytics students learn?

Common languages and tools include SQL, Python, R, Excel, Tableau, Power BI, and sometimes Spark, Java, Scala, or cloud analytics tools. Requirements vary by program.

What jobs can I get after graduation?

Potential roles include data analyst, BI analyst, business analyst, data scientist, analytics consultant, operations analyst, marketing analyst, data engineer, and analytics manager. Prior experience and portfolio quality strongly affect outcomes.

Can international students enroll in online programs?

Many programs accept international applicants, but online-only enrollment may not provide the same visa, CPT, or OPT benefits as campus-based study. International students should verify policies directly with each university.

Are data analytics master’s programs STEM-designated?

Some are, but not all. STEM designation should be verified directly with the university and, when relevant, the official program classification.

What should I look for in a capstone project?

Look for a capstone that uses real or realistic data, requires data cleaning and analysis, includes visualization or modeling, results in a portfolio-ready deliverable, and requires clear communication to stakeholders.

Data Analytics Master’s School Listings

Alliant International University-San Diego
Alhambra, California
Program: MS in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $27,951
2026 Cost per credit: $847
Credits: 33
GRE requirement: Not required
Learn more: Program details
Appalachian State University
Boone, North Carolina
Program: M.S. in Applied Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $12,220 in-state | $35,112 out-of-state
2026 Cost per credit: $339.44 in-state | $975.33 out-of-state
Credits: 36
GRE requirement: Required
Learn more: Program details
Arizona State University Campus Immersion
Tempe, Arizona
Program: Master of Science in Program Evaluation and Data Analytics
DASCA designation: Yes
Delivery method: Online & campus
Total tuition: $19,965
2026 Cost per credit: $605
Credits: 33
GRE requirement: Not required
Learn more: Program details
Bay Atlantic University
Washington, District of Columbia
Program: MS in Big Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $46,800
2026 Cost per credit: $1,300
Credits: 36
GRE requirement: Not required
Learn more: Program details
Binghamton University
Binghamton, New York
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $30,480 in-state | $38,370 out-of-state
2026 Cost per credit: $1,016 in-state | $1,279 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Boston University
Boston, Massachusetts
Program: MS in Applied Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $110,403
2026 Cost per credit: $2,760
Credits: 40
GRE requirement: Not required
Learn more: Program details
Canisius University
Buffalo, New York
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $39,000
2026 Cost per credit: $975
Credits: 40
GRE requirement: Not required
Learn more: Program details
Columbia University in the City of New York
New York City, New York
Program: M.S. in Applied Analytics
DASCA designation: Yes
Delivery method: Online & campus
Total tuition: $99,144
2026 Cost per credit: $2,754
Credits: 36
GRE requirement: Not required
Learn more: Program details
Concordia University-Saint Paul
Saint Paul, Minnesota
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $18,900
2026 Cost per credit: $525
Credits: 36
GRE requirement: Not required
Learn more: Program details
Dakota State University
Madison, South Dakota
Program: Analytics and Applied Artificial Intelligence, MS
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,523 in-state | $17,992.5 out-of-state
2026 Cost per credit: $484.10 in-state | $599.75 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Ferris State University
Big Rapids, Michigan
Program: MS in Data Science and Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $23,910
2026 Cost per credit: $797
Credits: 30
GRE requirement: Not required
Learn more: Program details
George Washington University
Washington, District of Columbia
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $65,850
2026 Cost per credit: $2,195
Credits: 30
GRE requirement: Not required
Learn more: Program details
Johnson & Wales University-Providence
Providence, Rhode Island
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $30,312
2026 Cost per credit: $842
Credits: 36
GRE requirement: Not required
Learn more: Program details
Kansas State University
Manhattan, Kansas
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,374.8 in-state | $32,144.7 out-of-state
2026 Cost per credit: $479.16 in-state | $1,071.49 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Long Island University
Brooklyn, New York
Program: MS Data Analytics & Strategic Business Intelligence
DASCA designation: No
Delivery method: Campus
Total tuition: $42,210
2026 Cost per credit: $1,407
Credits: 30
GRE requirement: Not required
Learn more: Program details
New Mexico State University-Main Campus
Las Cruces, New Mexico
Program: Professional Master in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $8,634 in-state | $10,792.5 out-of-state
2026 Cost per credit: $287.80 in-state | $359.75 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
New York University
New York, New York
Program: MS in Data Analytics & Business Computing
DASCA designation: Yes
Delivery method: Campus
Total tuition: $74,736
2026 Cost per credit: $2,076
Credits: 36
GRE requirement: Not required
Learn more: Program details
North Carolina A & T State University
Greensboro, North Carolina
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $8,825.1 in-state | $30,158.4 out-of-state
2026 Cost per credit: $294.17 in-state | $1,005.28 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Northeastern University
Boston, Massachusetts
Program: Master of Professional Studies in Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $54,315
2026 Cost per credit: $1,207
Credits: 45
GRE requirement: Not required
Learn more: Program details
Nova Southeastern University
Fort Lauderdale, Florida
Program: M.S. in Data Analytics and Artificial Intelligence
DASCA designation: No
Delivery method: Online & campus
Total tuition: $31,470
2026 Cost per credit: $1,049
Credits: 30
GRE requirement: Not required
Learn more: Program details
Old Dominion University
Norfolk, Virginia
Program: Data Science & Analytics (M.S.)
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,580 in-state | $19,470 out-of-state
2026 Cost per credit: $486 in-state | $649 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Pace University
New York, New York
Program: Accounting Data Analytics and Technologies, MS
DASCA designation: No
Delivery method: Online & campus
Total tuition: $68,640
2026 Cost per credit: $1,560
Credits: 44
GRE requirement: Not required
Learn more: Program details
Pennsylvania State University-Penn State Great Valley
Malvern, Pennsylvania
Program: Master of Data Analytics
DASCA designation: Yes
Delivery method: Online & campus
Total tuition: $35,850 in-state | $59,760 out-of-state
2026 Cost per credit: $1,195 in-state | $1,992 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
Pratt Institute-Main
Brooklyn, New York
Program: Data Analytics and Visualization, MS
DASCA designation: No
Delivery method: Campus
Total tuition: $65,232
2026 Cost per credit: $1,812
Credits: 36
GRE requirement: Not required
Learn more: Program details
Robert Morris University
Moon Township, Pennsylvania
Program: Data Analytics M.S.
DASCA designation: No
Delivery method: Online & campus
Total tuition: $33,000
2026 Cost per credit: $1,100
Credits: 30
GRE requirement: Not required
Learn more: Program details
Saint Elizabeth University
Morristown, New Jersey
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $32,612
2026 Cost per credit: $1,052
Credits: 31
GRE requirement: Not required
Learn more: Program details
San Diego State University
San Diego, California
Program: M.S. in Big Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $21,588 in-state | $34,908 out-of-state
2026 Cost per credit: $719.6 in-state | $1,163.6 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
State University of New York at Plattsburgh
Plattsburgh, New York
Program: Data Analytics Master’s
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,130 in-state | $28,890 out-of-state
2026 Cost per credit: $471 in-state | $963 out-of-state
Credits: 30
GRE requirement: Optional
Learn more: Program details
SUNY Polytechnic Institute
Utica, New York
Program: Data Science and Analytics (MS)
DASCA designation: No
Delivery method: Online & campus
Total tuition: $14,130 in-state | $16,950 out-of-state
2026 Cost per credit: $471 in-state | $565 out-of-state
Credits: 33
GRE requirement: Not required
Learn more: Program details
Texas A&M University-College Station
College Station, Texas
Program: M.S. in Analytics
DASCA designation: No
Delivery method: Campus & hybrid
Total tuition: $65,000
2026 Cost per credit: $1,805.56
Credits: 36
GRE requirement: Required
Learn more: Program details
Texas State University
San Marcos, Texas
Program: Data Analytics and Information Systems (M.S.)
DASCA designation: No
Delivery method: Campus
Total tuition: $10,720.8 in-state | $22,870.8 out-of-state
2026 Cost per credit: $357.36 in-state | $762.36 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
The Catholic University of America
Washington, District of Columbia
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $41,550
2026 Cost per credit: $1,385
Credits: 30
GRE requirement: Not required
Learn more: Program details
The University of Tennessee-Chattanooga
Chattanooga, Tennessee
Program: Master of Science in Data Analytics (MSDA)
DASCA designation: No
Delivery method: Online & campus
Total tuition: $25,572 in-state | $27,336 out-of-state
2026 Cost per credit: $710.33 in-state | $759.33 out-of-state
Credits: 36
GRE requirement: Not required
Learn more: Program details
The University of Texas at San Antonio
San Antonio, Texas
Program: Data Analytics Master's Degree
DASCA designation: No
Delivery method: Campus
Total tuition: $28,746.9 in-state | $59,126.4 out-of-state
2026 Cost per credit: $958.23 in-state | $1,970.88 out-of-state
Credits: 30
GRE requirement: Not required
Learn more: Program details
Tufts University
Somerville, Massachusetts
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $61,166
2026 Cost per credit: $1,799
Credits: 34
GRE requirement: Not required
Learn more: Program details
University of Central Florida
Orlando, Florida
Program: Data Analytics (MS)
DASCA designation: No
Delivery method: Campus
Total tuition: $36,300
2026 Cost per credit: $1,210
Credits: 30
GRE requirement: Not required
Learn more: Program details
The University of Findlay
Findlay, Ohio
Program: M.S. in Applied Security and Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $25,500
2026 Cost per credit: $750
Credits: 34
GRE requirement: Not required
Learn more: Program details
University of Houston-Downtown
Houston, Texas
Program: Masters of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $13,237.5 in-state | $24,217.5 out-of-state
2026 Cost per credit: $441.25 in-state | $807.25 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
University of Illinois Springfield
Springfield, Illinois
Program: M.S. in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $13,563
2026 Cost per credit: $376.75
Credits: 36
GRE requirement: Not required
Learn more: Program details
University of Missouri-Columbia
Columbia, Missouri
Program: Master of Science in Data Science and Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $32,514
2026 Cost per credit: $1,083.80
Credits: 30
GRE requirement: Not required
Learn more: Program details
University of Nevada-Las Vegas
Las Vegas, Nevada
Program: Master of Science - Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $15,472 in-state | $57,656 out-of-state
2026 Cost per credit: $429.78 in-state | $1601.56 out-of-state
Credits: 36
GRE requirement: Not required
Learn more: Program details
University of North Texas
Denton, Texas
Program: Digital Retailing Advanced Data Analytics Master's
DASCA designation: No
Delivery method: Online & campus
Total tuition: $16,215 in-state | $18,157.8 out-of-state
2026 Cost per credit: $540.50 in-state | $605.26 out-of-state
Credits: 30
GRE requirement: Required
Learn more: Program details
University of the Potomac-Washington DC Campus
Washington, District of Columbia
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $16,200
2026 Cost per credit: $450
Credits: 36
GRE requirement: Not required
Learn more: Program details
Utah State University
Logan, Utah
Program: Master of Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $25,323.75 in-state | $53,934.54 out-of-state
2026 Cost per credit: $844.13 in-state | $1797.82 out-of-state
Credits: 30
GRE requirement: Optional
Learn more: Program details
Walsh College
Troy, Michigan
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Online & campus
Total tuition: $34,272
2026 Cost per credit: $952
Credits: 36
GRE requirement: Not required
Learn more: Program details
Webster University
Webster Groves, Missouri
Program: Master of Science in Data Analytics
DASCA designation: No
Delivery method: Campus
Total tuition: $27,900
2026 Cost per credit: $775
Credits: 36
GRE requirement: Not required
Learn more: Program details
Yeshiva University
New York, New York
Program: M.S. in Data Analytics and Visualization
DASCA designation: No
Delivery method: Campus
Total tuition: $42,000
2026 Cost per credit: $1,400
Credits: 30
GRE requirement: Not required
Learn more: Program details

Quick Facts: Master’s in Data Analytics

What Is a Master’s in Data Analytics?

The Best Master’s in Data Analytics Degree Programs for 2026

Tufts University

Columbia University in the City of New York

New York University

Boston University

Northeastern University

Yeshiva University

George Washington University

Binghamton University

Pratt Institute-Main

San Diego State University

State University of New York at Plattsburgh

University of the Potomac-Washington DC Campus

University of North Texas

Texas A&M University-College Station

Saint Elizabeth University

Appalachian State University

Canisius University

SUNY Polytechnic Institute

The Catholic University of America

University of Central Florida

University of Illinois Springfield

New Mexico State University-Main Campus

Robert Morris University

Arizona State University Campus Immersion

University of Missouri-Columbia