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AI Job Risk

Occupation baseline · Research consensus

Will AI replace First-Line Supervisors of Housekeeping and Janitorial Workers?

Lower risk

Baseline AI displacement risk for First-Line Supervisors of Housekeeping and Janitorial Workers, aggregated from 5 research sources.

What this score means

First-Line Supervisors of Housekeeping and Janitorial Workers leans toward the safer end for Facilities & Services. 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 28 out of 100 it scores 11 points above the Facilities & Services average of 17. Across the 5 sources behind this baseline, individual estimates run from 14 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

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 First-Line Supervisors of Housekeeping and Janitorial Workers, most central first, showing 12 of 26.

  • 01Supervise in-house services, such as laundries, maintenance and repair, dry cleaning, or valet services.
  • 02Select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
  • 03Advise managers, desk clerks, or admitting personnel of rooms ready for occupancy.
  • 04Inspect work performed to ensure that it meets specifications and established standards.
  • 05Perform or assist with cleaning duties as necessary.
  • 06Plan and prepare employee work schedules.
  • 07Establish and implement operational standards and procedures for the departments supervised.
  • 08Inspect and evaluate the physical condition of facilities to determine the type of work required.
  • 09Inventory stock to ensure that supplies and equipment are available in adequate amounts.
  • 10Issue supplies and equipment to workers.
  • 11Forecast necessary levels of staffing and stock at different times to facilitate effective scheduling and ordering.
  • 12Check and maintain equipment to ensure that it is in working order.

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 5 research sources that scored First-Line Supervisors of Housekeeping and Janitorial Workers 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 First-Line Supervisors of Housekeeping and Janitorial Workers?
Published research puts First-Line Supervisors of Housekeeping and Janitorial Workers at 28 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for First-Line Supervisors of Housekeeping and Janitorial Workers?
Only partly. Individual estimates for First-Line Supervisors of Housekeeping and Janitorial Workers run from 14 to 46 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which facilities & services roles face similar AI exposure?
The closest published facilities & services roles to First-Line Supervisors of Housekeeping and Janitorial Workers by score are First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers (29/100), Pest Control Workers (21/100), and Pesticide Handlers, Sprayers, and Applicators, Vegetation (19/100). Each has its own page with the research behind its number.

Also covers

Building Cleaning Supervisor · Building Services Supervisor · Building Superintendent · Building Supervisor · Buildings and Grounds Supervisor · Butler · Cleaning Staff Supervisor · Cleaning Supervisor 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.