How likely is AI to replace Managers, All Other?

Published research puts Managers, All Other at 38 out of 100 for AI displacement risk, in the lower risk 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 Managers, All Other?

Broadly, yes. Individual estimates for Managers, All Other run from 30 to 46 out of 100 across the 4 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.

Which management roles face similar AI exposure?

The closest published management roles to Managers, All Other by score are Gambling Managers (38/100), Medical and Health Services Managers (38/100), and Property, Real Estate, and Community Association Managers (38/100). Each has its own page with the research behind its number.

Occupation baseline · Research consensus

Will AI replace Managers, All Other?

Lower risk

Baseline AI displacement risk for Managers, All Other, aggregated from 4 research sources.

What this score means

Managers, All Other leans toward the safer end for Management. Parts of the role touch tasks AI is getting good at, but the core still depends on hands on work or judgment that resists automation. At 38 out of 100 it sits close to the Management average of 37. Across the 4 sources behind this baseline, individual estimates run from 30 to 46, 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 Managers, 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 Managers, All Other?: Published research puts Managers, All Other at 38 out of 100 for AI displacement risk, in the lower risk 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 Managers, All Other?: Broadly, yes. Individual estimates for Managers, All Other run from 30 to 46 out of 100 across the 4 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
Which management roles face similar AI exposure?: The closest published management roles to Managers, All Other by score are Gambling Managers (38/100), Medical and Health Services Managers (38/100), and Property, Real Estate, and Community Association Managers (38/100). Each has its own page with the research behind its number.

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.