Occupation baseline · Research consensus
Will AI replace Mathematical Science Occupations, All Other?
Baseline AI displacement risk for Mathematical Science Occupations, All Other, aggregated from 4 research sources.
What this score means
Mathematical Science Occupations, All Other is among the more exposed roles in Technology. A large share of the work, especially its routine and text heavy parts, is already within reach of current AI, though the harder judgment calls still need a person. At 61 out of 100 it scores 6 points above the Technology average of 55. Across the 4 sources behind this baseline, individual estimates run from 36 to 71, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
The research behind this score
This baseline aggregates 4 research sources that scored Mathematical Science Occupations, All Other for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Mathematical Science Occupations, All Other?
- Published research puts Mathematical Science Occupations, All Other at 61 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 4 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Mathematical Science Occupations, All Other?
- Only partly. Individual estimates for Mathematical Science Occupations, All Other run from 36 to 71 out of 100 across the 4 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which technology roles face similar AI exposure?
- The closest published technology roles to Mathematical Science Occupations, All Other by score are Business Intelligence Analysts (61/100), Software Quality Assurance Analysts and Testers (61/100), and Web Developers (61/100). Each has its own page with the research behind its number.
Also covers
Balance Engineer · Cryptanalyst · Cryptologist · Geometer · Geometrician · Harmonic Analyst · Mathematical Engineering Technician · Mathematical Scientist and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
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More technology occupations
- Data Warehousing Specialists62/100
- Business Intelligence Analysts61/100
- Software Quality Assurance Analysts and Testers61/100
- Web Developers61/100
- Bioinformatics Technicians60/100
- Clinical Data Managers59/100
- Computer Programmers59/100
- Database Administrators59/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.