Data Scientist
Also known as: Data Analyst, ML Scientist
Extract insights from massive datasets using statistics, programming, and machine learning to drive business decisions.
Salary Range
The highest-paid specialization or seniority level for data scientists.
About 1 in 333 reaches this level
About 246K data scientists per BLS; VP of Data Science / Chief Data Officer roles at top tech companies reach $400-500K total comp (excluding stock). CTO/CEO roles exist higher but are separate career paths.
Salary data based on 2025 BLS, Glassdoor, and industry reports. Actual compensation varies by location, experience, and employer.
How to Become One
This career typically requires a master's degree. Here are the top colleges for it:
AI Risk Assessment
Modern BI platforms embed AI that enables non-technical users to create analytics without code. Tools like ChatGPT can clean data, run regressions, and generate visualizations from natural language — tasks that constituted the first 1-2 years of a junior data scientist's work. Anthropic's Economic Index found Computer & Math occupations have 94% theoretical AI capability but only 33% observed exposure — the gap suggests adoption is still ramping up, but the trajectory is clear. Senior strategic roles are more valuable than ever, but the entry ramp is being automated.
Sources
Ratings reflect a 10-year outlook based on 2025-2026 research, weighted toward entry-level impact. Individual outcomes will vary.
Related Careers
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