Massachusetts·Computer and Mathematical Occupations·SOC 15-2051

Best Data Scientist programs in Massachusetts, ranked by enrollment

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software.

63 schools in Massachusetts run programs that feed this job, graduating 16,856 people a year. The job pays a median of $131,750 in Massachusetts across about 9,420 jobs (BLS OEWS May 2025).

Also calledIntelligence AnalystClinical Data ManagerData Management ManagerMarket Intelligence ConsultantCompetitive Intelligence AnalystBusiness Intelligence Analyst (BI Analyst)Clinical Data Management Manager (CDM Manager)Clinical Data Management Director (CDM Director)
Graduates / yr
16,856
in Massachusetts
Median pay · Massachusetts
$131,750
BLS OEWS May 2025
Jobs in state
9,420
people employed
Schools
63
with a feeder program
Avg graduation rate
62%
across those schools
Median net price
$24,848
per year, IPEDS

Fields of study in Massachusetts that lead to this job

Grouped at the 4-digit CIP level. Numbers are graduates per year in this state.

Computer And Information Sciences And Support Services
CIP 11.07
Computer Science
5,223graduates / yr
42 schools · 1 specialization · 31.0% of pipeline
Grad earnings $70,374
Business, Management, Marketing, And Related Support Services
CIP 52.13
Management Sciences and Quantitative Methods
2,847graduates / yr
16 schools · 2 specializations · 16.8% of pipeline
Grad earnings $62,069
Social Sciences
CIP 45.06
Economics
2,175graduates / yr
22 schools · 1 specialization · 12.9% of pipeline
Grad earnings $51,725
Multi/Interdisciplinary Studies
CIP 30.71
Data Analytics
1,613graduates / yr
10 schools · 3 specializations · 9.6% of pipeline
Grad earnings
Mathematics And Statistics
CIP 27.01
Mathematics
1,069graduates / yr
46 schools · 1 specialization · 6.3% of pipeline
Grad earnings $48,772
Computer And Information Sciences And Support Services
CIP 11.08
Computer Software and Media Applications
1,023graduates / yr
8 schools · 1 specialization · 6.1% of pipeline
Grad earnings $33,504
Mathematics And Statistics
CIP 27.03
Applied Mathematics
1,020graduates / yr
11 schools · 4 specializations · 6.0% of pipeline
Grad earnings $60,930
Computer And Information Sciences And Support Services
CIP 11.01
Computer and Information Sciences
807graduates / yr
15 schools · 2 specializations · 4.8% of pipeline
Grad earnings $57,986
Multi/Interdisciplinary Studies
CIP 30.70
Data Science
357graduates / yr
11 schools · 1 specialization · 2.1% of pipeline
Grad earnings
Biological And Biomedical Sciences
CIP 26.11
Biomathematics
323graduates / yr
6 schools · 3 specializations · 2.0% of pipeline
Grad earnings $72,338
Mathematics And Statistics
CIP 27.05
Statistics
229graduates / yr
9 schools · 2 specializations · 1.4% of pipeline
Grad earnings $59,718
Multi/Interdisciplinary Studies
CIP 30.39
Economics and Computer Science
85graduates / yr
2 schools · 1 specialization · 0.5% of pipeline
Grad earnings
Multi/Interdisciplinary Studies
CIP 30.08
Mathematics and Computer Science
66graduates / yr
4 schools · 1 specialization · 0.4% of pipeline
Grad earnings $89,651
Multi/Interdisciplinary Studies
CIP 30.48
Linguistics and Computer Science
7graduates / yr
2 schools · 1 specialization · 0.0% of pipeline
Grad earnings
Mathematics And Statistics
CIP 27.06
Applied Statistics
5graduates / yr
2 schools · 1 specialization · 0.0% of pipeline
Grad earnings
Mathematics And Statistics
CIP 27.99
Mathematics and Statistics
5graduates / yr
1 schools · 1 specialization · 0.0% of pipeline
Grad earnings $59,063
Multi/Interdisciplinary Studies
CIP 30.30
Computational Science
2graduates / yr
1 schools · 1 specialization · 0.0% of pipeline
Grad earnings $50,745

27 programs in Massachusetts that lead to this job

Ranked by graduates per year in Massachusetts (IPEDS completions). Graduate earnings and debt are national College Scorecard figures reported at the 4-digit CIP level, so specializations within one field share a figure. Each program also links to its own Massachusetts page.

Degree programs that lead to this occupation, ranked by graduates per year
#ProgramGraduates / yrShare of pipelineSchoolsGrad earnings (1 yr)Median debt
15,223
31.0%
42$70,374$23,250
22,367
14.0%
16$62,069$23,500
32,175
12.9%
22$51,725$22,907
41,088
6.5%
10
51,069
6.3%
46$48,772$21,544
61,023
6.1%
8$33,504$27,000
7740
4.4%
11$60,930$21,143
8539
3.2%
15$57,986$24,286
9480
2.8%
8$62,069$23,500
10357
2.1%
11
11276
1.6%
7
12268
1.6%
7$57,986$24,286
13252
1.5%
11$60,930$21,143
14249
1.5%
4
15248
1.5%
6$72,338$18,500
16220
1.3%
9$59,718$20,150
1785
0.5%
2
1866
0.4%
4$89,651$23,175
1960
0.4%
2$72,338$18,500
2025
0.1%
2$60,930$21,143
2115
0.1%
1$72,338$18,500
229
0.1%
1$59,718$20,150
237
0.0%
2
245
0.0%
2
255
0.0%
1$59,063$21,500
263
0.0%
2$60,930$21,143
272
0.0%
1$50,745$27,000

Top 25 schools in Massachusetts

Ranked by graduates per year into this job. Graduate earnings are reported for 26 of the 63 schools in this state.

Schools ranked by graduates per year into this occupation
#SchoolGraduates / yrTop feeder programGrad earnings (1 yr)Grad rateNet priceAcceptance
1Boston University
Boston, MA Private not-for-profit · 15 feeder programs
2,013Computer Science$90,05089%$21,95611%
2University of Massachusetts - Amherst
Amherst, MA Public · 10 feeder programs
1,976Computer Science$88,55483%60%
3Massachusetts Institute of Technology
Cambridge, MA Private not-for-profit · 9 feeder programs
1,900Computer Science$154,49296%$11,6665%
4Northeastern University Professional Programs
Boston, MA Private not-for-profit · 5 feeder programs
1,604Management Science
5Northeastern University
Boston, MA Private not-for-profit · 8 feeder programs
1,330Data Modeling/Warehousing and Database Administration91%$18,9255%
6Harvard University
Cambridge, MA Private not-for-profit · 12 feeder programs
1,217Econometrics and Quantitative Economics$103,99398%$15,0134%
7Boston College
Chestnut Hill, MA Private not-for-profit · 6 feeder programs
766Econometrics and Quantitative Economics$72,09991%$21,12616%
8Tufts University
Medford, MA Private not-for-profit · 7 feeder programs
672Computer Science$105,65994%$23,57011%
9Worcester Polytechnic Institute
Worcester, MA Private not-for-profit · 13 feeder programs
653Computer Science$93,88890%$32,92660%
10Clark University
Worcester, MA Private not-for-profit · 7 feeder programs
485Computer Science77%$23,33240%
11University of Massachusetts - Boston
Boston, MA Public · 6 feeder programs
458Computer Science49%84%
12University of Massachusetts - Lowell
Lowell, MA Public · 8 feeder programs
446Computer Science$86,16765%83%
13Brandeis University
Waltham, MA Private not-for-profit · 10 feeder programs
441Econometrics and Quantitative Economics$57,29986%$25,07440%
14University of Massachusetts - Dartmouth
North Dartmouth, MA Public · 6 feeder programs
250Data Analytics, General52%91%
15Bridgewater State University
Bridgewater, MA Public · 4 feeder programs
225Management Science$45,72053%88%
16Williams College
Williamstown, MA Private not-for-profit · 4 feeder programs
200Econometrics and Quantitative Economics$80,88894%$10,7478%
17Suffolk University
Boston, MA Private not-for-profit · 4 feeder programs
188Management Science61%$28,89582%
18Amherst College
Amherst, MA Private not-for-profit · 4 feeder programs
182Econometrics and Quantitative Economics$90,56894%$16,0819%
19Wentworth Institute of Technology
Boston, MA Private not-for-profit · 5 feeder programs
152Computer Science$85,95468%$32,71391%
20Babson College
Wellesley, MA Private not-for-profit · 2 feeder programs
148Financial Mathematics93%$30,32617%
21Smith College
Northampton, MA Private not-for-profit · 5 feeder programs
145Computer Science$66,98189%$17,18321%
22Hult International Business School
Cambridge, MA Private not-for-profit · 1 feeder programs
141Business Analytics67%$42,98160%
23Bentley University
Waltham, MA Private not-for-profit · 6 feeder programs
138Business Statistics$81,10387%$31,67745%
24Bunker Hill Community College
Boston, MA Public · 4 feeder programs
125Computer Science$30,33213%
25Merrimack College
North Andover, MA Private not-for-profit · 4 feeder programs
122Computer Science$70,25670%$33,87770%

All 63 schools in Massachusetts

Every school in Massachusetts with a program that feeds this job, ordered by graduates per year. Earnings are shown for the ranked schools above; open a school profile for the rest.

All schools in Massachusetts that feed this occupation
SchoolCityControlGraduates / yrFeeder programs
Boston UniversityBostonPrivate not-for-profit2,01315
University of Massachusetts - AmherstAmherstPublic1,97610
Massachusetts Institute of TechnologyCambridgePrivate not-for-profit1,9009
Northeastern University Professional ProgramsBostonPrivate not-for-profit1,6045
Northeastern UniversityBostonPrivate not-for-profit1,3308
Harvard UniversityCambridgePrivate not-for-profit1,21712
Boston CollegeChestnut HillPrivate not-for-profit7666
Tufts UniversityMedfordPrivate not-for-profit6727
Worcester Polytechnic InstituteWorcesterPrivate not-for-profit65313
Clark UniversityWorcesterPrivate not-for-profit4857
University of Massachusetts - BostonBostonPublic4586
University of Massachusetts - LowellLowellPublic4468
Brandeis UniversityWalthamPrivate not-for-profit44110
University of Massachusetts - DartmouthNorth DartmouthPublic2506
Bridgewater State UniversityBridgewaterPublic2254

What data scientists earn in Massachusetts

What people already working in this job earn (BLS OEWS May 2025). Not graduate earnings.

Median annual in Massachusetts
$131,750
Mean annual
$136,460
Jobs in state
9,420
What the range looks like
10th pct$81,030Median$131,75090th pct$206,220
Versus the national median
+9.6%

U.S. median $120,230. Massachusetts pays above the national figure.

Job concentration
1.53×

Concentrated here: Massachusetts employs more of this job per worker than the U.S. average.

Metro areas in Massachusetts

Boston-Cambridge-Newton, MA-NH
$132,040median
7,930 jobs
Barnstable Town, MA
$129,530median
70 jobs
Springfield, MA
$121,090median
300 jobs
Worcester, MA
$123,640median
490 jobs
Pittsfield, MA
$103,590median
50 jobs
Amherst Town-Northampton, MA
$94,640median
40 jobs

Job outlook

Bureau of Labor Statistics Employment Projections, 2024 to 2034.

Projected growth 2024–34
+33.5%
Much faster than average
Openings per year
23,400
new jobs plus replacements
Employment change
82,500
245,900 → 328,300
Typical entry education
Bachelor's degree

Growth and openings are national. The Bureau of Labor Statistics does not publish employment projections at state level, so these figures describe the occupation across the whole U.S., not this state alone.

How to get in

The full skills, tools, and day-to-day breakdown lives on the national Data Scientists page.

How to become a Data Scientist

Job zone 4 of 5 · SVP 7.0 to < 8.0
Typical entry education
Bachelor's degree

Most of these occupations require a four-year bachelor's degree, but some do not.

A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.

Employees in these occupations usually need several years of work-related experience, on-the-job training, and/or vocational training.

Top skills

Reading ComprehensionCritical ThinkingActive ListeningSpeakingActive LearningWriting

The same job in other states

Where else this occupation employs the most people, and what it pays there.

Related careers in Massachusetts

Every major mapped to this job

The official federal mapping behind the rankings above.

All 25 majors mapped to Data Scientists25 of them graduated someone in the latest IPEDS year. NCES CIP 2020 → SOC 2018 crosswalk.+
  • 11.0102Artificial Intelligence
  • 11.0103Information Technology
  • 11.0701Computer Science
  • 11.0802Data Modeling/Warehousing and Database Administration
  • 11.0804Modeling, Virtual Environments and Simulation
  • 26.1103Bioinformatics
  • 26.1104Computational Biology
  • 26.1199Biomathematics, Bioinformatics, and Computational Biology, Other
  • 27.0101Mathematics, General
  • 27.0301Applied Mathematics, General
  • 27.0303Computational Mathematics
  • 27.0304Computational and Applied Mathematics
  • 27.0305Financial Mathematics
  • 27.0306Mathematical Biology
  • 27.0399Applied Mathematics, Other
  • 27.0501Statistics, General
  • 27.0502Mathematical Statistics and Probability
  • 27.0503Mathematics and Statistics
  • 27.0601Applied Statistics, General
  • 27.9999Mathematics and Statistics, Other
  • 30.0801Mathematics and Computer Science
  • 30.3001Computational Science
  • 30.3901Economics and Computer Science
  • 30.4801Linguistics and Computer Science
  • 30.7001Data Science, General

Common questions

Answers for people weighing data scientists programs in Massachusetts.

What degree do you need to become a Data Scientist?+

Bachelor's degree is the typical entry-level education BLS reports for this occupation. The most common program people actually graduate from is Computer Science, which awarded 5,223 degrees in Massachusetts in 2024-25, 31.0% of everyone graduating from a program that feeds this career.

Which college majors lead to becoming a Data Scientist?+

The NCES CIP-to-SOC crosswalk maps 27 programs to this occupation. The largest are Computer Science, Management Sciences and Quantitative Methods, Economics, Data Analytics, plus 13 more. Together they graduate about 16,856 people a year in Massachusetts.

How much do data scientists earn in Massachusetts?+

The median is $131,750 a year (BLS OEWS May 2025). That is 9.6% above the U.S. median of $120,230. This is pay for people already working in the occupation, not the same thing as graduate earnings one year after finishing a degree.

Is demand for data scientists growing?+

BLS projects a +33.5% change in employment between 2024 and 2034, much faster than average, with roughly 23,400 openings a year nationally once retirements and job changes are counted.

How many schools offer programs for this career in Massachusetts?+

63 institutions in Massachusetts reported graduates from at least one of the 27 programs that feed this occupation in IPEDS 2024-25. Rankings on this page use graduates per year, because the federal data publishes no enrollment count by program.

What other job titles do data scientists work under?+

Employers advertise this work under many names. O*NET records Intelligence Analyst, Clinical Data Manager, Data Management Manager, Market Intelligence Consultant, Competitive Intelligence Analyst, Business Intelligence Analyst (BI Analyst) among the most commonly reported, all mapping to SOC 15-2051.

About the data on this page

Rankings use IPEDS completions 2024–25, degrees awarded per year. That is the closest federal measure of how many people a program puts into a career, because no federal dataset publishes enrollment by program. Wages and employment come from BLS OEWS May 2025, growth and openings from BLS Employment Projections 2024-34, and which majors lead to which jobs from the NCES CIP 2020 to SOC 2018 crosswalk. Occupation descriptions, tasks, skills and tools are O*NET 30.3 (CC BY 4.0, U.S. Department of Labor/ETA).

  • BLS Occupational Employment & Wage Statistics

    May 2025

    Wages, employment counts, location quotients and metro breakdowns.

  • BLS Employment Projections

    2024–34

    Projected growth, annual openings and typical entry-level education.

  • IPEDS Completions

    2024-25 (provisional)

    Graduates per year by program and institution — the ranking metric.

  • College Scorecard, Field of Study

    2020-21 cohorts

    Median graduate earnings one year after completion, and median debt.

  • Census Post-Secondary Employment Outcomes

    latest available

    Graduate earnings 1/5/10 years out, where the state participates.

  • NCES CIP 2020 and the CIP-to-SOC 2018 crosswalk

    CIP 2020 / SOC 2018

    Which college programs officially lead to this occupation.

  • O*NET Database 30.3

    30.3

    Tasks, skills, knowledge, tools, job zone and alternate job titles.

    Official source →CC BY 4.0, U.S. Department of Labor / ETA

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