Statisticians vs Mathematicians
Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index
A factual, source-backed comparison of Statisticians and Mathematicians on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”
At a glance
| Dimension | Statisticians | Mathematicians |
|---|---|---|
| Median pay | $103,300 | $121,680 |
| Employment | 29,800 | 2,220 |
| Employment outlook (2024–34) · BLS projection | Growing fast (+8.5%) | Declining (-0.7%) |
| Annual openings · BLS projection | 2,000 | 100 |
| Typical education · O*NET | Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). | Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). |
| AI exposure · published exposure studies | High · 92nd pct | High · 99th pct |
| Global GenAI gradient · ILO ISCO-08 · via crosswalk | 94th pct · 56% of tasks | 94th pct · 56% of tasks |
| Observed AI use · Anthropic Economic Index | Augmentation-leaning (54.2%) | Automation-leaning (52.7%) |
| Mostly remote-capable · Dingel–Neiman | Yes | Yes |
Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.
Skills
Shared: Mathematics, Mathematical Reasoning, Mathematics, Number Facility, Computers and Electronics, Written Comprehension, Reading Comprehension, Critical Thinking, Oral Comprehension, Oral Expression, Written Expression, Inductive Reasoning, Near Vision, English Language, Active Listening, Speaking, Complex Problem Solving, Deductive Reasoning, Writing, Active Learning, Information Ordering, Category Flexibility, Speech Clarity, Science, Judgment and Decision Making, Fluency of Ideas, Problem Sensitivity, Learning Strategies, Speech Recognition, Monitoring, Systems Analysis, Systems Evaluation, Originality, Flexibility of Closure, Education and Training, Instructing.
Specific to Statisticians
- Programming
- Time Management
- Coordination
- Operations Analysis
Specific to Mathematicians
- Selective Attention
- Physics
- Engineering and Technology
- Social Perceptiveness
Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).
Tools & technology
Shared: Analytical or scientific software , Spreadsheet software , Office suite software , Object or component oriented development software , Data base user interface and query software , Business intelligence and data analysis software , Data base management system software , Enterprise application integration software , Operating system software , Presentation software , Development environment software , Word processing software .
Specific to Statisticians
Full profiles
This page is a summary. See the complete source-backed profile for Statisticians or Mathematicians — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.
More comparisons
Related occupations you can place side by side on the same sourced scale.
- Statisticians vs Data Scientists
- Statisticians vs Biostatisticians
- Statisticians vs Clinical Data Managers
- Statisticians vs Bioinformatics Scientists
- Statisticians vs Financial Quantitative Analysts
- Statisticians vs Survey Researchers
- Statisticians vs Operations Research Analysts
- Statisticians vs Computer and Information Research Scientists
Sources for this page
Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
- BLS Employment Projections 2024–2034 U.S. Bureau of Labor Statistics
- Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
- Microsoft “Working with AI” working-with-ai Microsoft Research
- “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic
- AI Occupational Exposure (AIOE) Felten, Raj & Seamans academic
- ILO / Gmyrek et al. GenAI exposure gradient 2025 International Labour Organization
- IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022 Institute for Structural Research (IBS)
- Frey & Osborne (2013) frey-osborne-automation academic
- Dingel & Neiman (2020) dingel-neiman-workathome academic
Data compiled June 2, 2026. Figures are estimates, not advice.
Cite this page
Singulariki. "Statisticians vs Mathematicians." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/statisticians-vs-mathematicians
Singulariki. (2026). Statisticians vs Mathematicians. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/statisticians-vs-mathematicians
@misc{singulariki-statisticians-vs-mathematicians,
title = {Statisticians vs Mathematicians},
author = {{Singulariki}},
year = {2026},
note = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
url = {https://singulariki.com/compare/statisticians-vs-mathematicians}
} Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.