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How to become a data scientist

Computers & IT · SOC 15-2051

$120,230US median pay, 2025
+34.6%Projected growth, 2025–35
24,800Openings per year
DegreeUsual way in

How you get in

A degree is the usual way in.

  1. Bachelor's degree
  2. Work as a data scientist

Programs that lead to this job

These are the federal program codes (CIP) that the Department of Education maps to this occupation, and how many US colleges, community colleges or trade schools report awarding credentials in each.

ProgramCodeSchools
Mathematics, GeneralCIP 27.01011,306
Computer ScienceCIP 11.0701951
Information TechnologyCIP 11.0103629
Management ScienceCIP 52.1301313
Econometrics and Quantitative EconomicsCIP 45.0603275
Applied Mathematics, GeneralCIP 27.0301216
Statistics, GeneralCIP 27.0501194
Data Science, GeneralCIP 30.7001164
Business AnalyticsCIP 30.7102121
Financial MathematicsCIP 27.0305120
Data Modeling/Warehousing and Database AdministrationCIP 11.0802110
BioinformaticsCIP 26.110396
Business StatisticsCIP 52.130289
Data Analytics, GeneralCIP 30.710178
Computational ScienceCIP 30.300177
Mathematics and Computer ScienceCIP 30.080172
Artificial IntelligenceCIP 11.010267
Mathematics and StatisticsCIP 27.050342
Computational and Applied MathematicsCIP 27.030438
Modeling, Virtual Environments and SimulationCIP 11.080436
Mathematics and Statistics, OtherCIP 27.999933
Computational BiologyCIP 26.110428
Applied Statistics, GeneralCIP 27.060128
Computational MathematicsCIP 27.030325
Biomathematics, Bioinformatics, and Computational Biology, OtherCIP 26.119918

…and 10 more related programs.

See the 1,874 schools that offer these programs →

Common questions

How long does it take to become a data scientist?
Typically about four years for the degree. That is the usual route rather than a rule — people arrive by other paths all the time.
How much do data scientists make?
The US median is $120,230 a year, meaning half earn more and half less. Pay varies widely by state, employer and experience.
Do you need a degree to become a data scientist?
Yes — a degree is the usual way in.
Where can you train to become a data scientist?
1,874 US colleges, community colleges and trade schools award credentials in a matching program. See which ones →

Pay and growth are national figures. What you earn depends on where you work, your employer and your experience, and these are projections rather than promises. Education requirements describe how most people enter the job, not a rule — plenty of people take another route.

Pay, growth, openings and entry requirements: US Bureau of Labor Statistics, Employment Projections 2025–35. Program-to-occupation mapping: NCES CIP–SOC crosswalk (2020/2018). School counts: IPEDS completions, 2022–23.

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