Market insights

Data scientist job market

Pay ranges and job growth for Data Scientists (occupation code 15-2051), nationally and in North Carolina. Free and public.

United States

Annual pay (2025). Half of data scientists earn more than the median.

Top 10% earn over$199,130
Top 25% earn over$158,880
Median$120,230
Lowest 25% earn under$85,660
Lowest 10% earn under$67,240
Jobs in 2025
275,600
Projected by 2035
371,000
Growth
+35%
Openings per year
24,800

North Carolina

Annual pay (2025). Half of data scientists earn more than the median.

Top 10% earn over$172,830
Top 25% earn over$147,540
Median$119,090
Lowest 25% earn under$82,440
Lowest 10% earn under$65,970
Jobs in 2024
10,390
Projected by 2034
13,800
Growth
+33%
Openings per year
980

U.S. Bureau of Labor Statistics: 262,440 data scientists employed nationally (2025).

Tools employers ask for

Share of open listings on this site whose description mentions each tool. Tools come from O*NET's list for data scientists, plus core tools it leaves out (Python, SQL, R, Tableau, pandas, scikit-learn). In demand marks tools employers name most often nationally.

Python65.7%
SQL40.4%
PyTorchin demand21.3%
Amazon Web Services AWS softwarein demand17.2%
TensorFlowin demand16.9%
R13.1%
Microsoft Azure softwarein demand11.4%
Tableau9.9%
scikit-learn9.9%
Microsoft Excelin demand8.7%
Snowflakein demand8.1%
Kubernetes8%
Oracle Java7.9%
pandas7.4%
Microsoft Power BIin demand6.2%
Docker5.8%
JavaScript5.7%
GitHub5.5%
Gitin demand4.9%
SASin demand3.7%

Core skills

Most important skills for the role, in O*NET's order.

  1. Mathematics
  2. Critical Thinking
  3. Reading Comprehension
  4. Complex Problem Solving
  5. Programming
  6. Active Learning
  7. Speaking
  8. Active Listening
  9. Writing
  10. Judgment and Decision Making

Knowledge areas

Mathematics · Computers and Electronics · English Language

Pay and projection data from CareerOneStop, sponsored by the U.S. Department of Labor, Employment and Training Administration. Employment count from the U.S. Bureau of Labor Statistics. This application incorporates information from O*NET Web Services by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). O*NET® is a trademark of USDOL/ETA.