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AI Job Risk

Occupation baseline · Research consensus

Will AI replace General and Operations Managers?

Lower risk

Baseline AI displacement risk for General and Operations Managers, aggregated from 9 research sources.

What this score means

General and Operations Managers 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 32 out of 100 it scores 5 points below the Management average of 37. Across the 9 sources behind this baseline, individual estimates run from 9 to 50, 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

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for General and Operations Managers, most central first, showing 12 of 17.

  • 01Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.
  • 02Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.
  • 03Direct administrative activities directly related to making products or providing services.
  • 04Prepare staff work schedules and assign specific duties.
  • 05Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.
  • 06Plan or direct activities, such as sales promotions, that require coordination with other department managers.
  • 07Perform personnel functions, such as selection, training, or evaluation.
  • 08Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.
  • 09Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.
  • 10Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.
  • 11Set prices or credit terms for goods or services, based on forecasts of customer demand.
  • 12Perform sales floor work, such as greeting or assisting customers, stocking shelves, or taking inventory.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 9 research sources that scored General and Operations Managers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

Common questions

How likely is AI to replace General and Operations Managers?
Published research puts General and Operations Managers at 32 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 9 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for General and Operations Managers?
Only partly. Individual estimates for General and Operations Managers run from 9 to 50 out of 100 across the 9 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which management roles face similar AI exposure?
The closest published management roles to General and Operations Managers by score are Administrative Services Managers (33/100), Brownfield Redevelopment Specialists and Site Managers (33/100), and Architectural and Engineering Managers (31/100). Each has its own page with the research behind its number.

Also covers

Area Manager · Boards and Commissions Director · Business Coordinator · Business Manager · CEO · COO · Center Manager · Chief Administrative Officer (CAO) and related titles

Estimated displacement window

The dated estimate for this role is included in the full personalised report.

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