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AI Job Risk

Occupation baseline · Research consensus

Will AI replace First-Line Supervisors of Mechanics, Installers, and Repairers?

Lower risk

Baseline AI displacement risk for First-Line Supervisors of Mechanics, Installers, and Repairers, aggregated from 5 research sources.

What this score means

First-Line Supervisors of Mechanics, Installers, and Repairers leans toward the safer end for Construction & Trades. 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 33 out of 100 it scores 20 points above the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 24 to 48, 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 Mechanics, Installers, and Repairers, most central first, showing 12 of 22.

  • 01Inspect, test, and measure completed work, using devices such as hand tools or gauges to verify conformance to standards or repair requirements.
  • 02Inspect and monitor work areas, examine tools and equipment, and provide employee safety training to prevent, detect, and correct unsafe conditions or violations of procedures and safety rules.
  • 03Interpret specifications, blueprints, or job orders to construct templates and lay out reference points for workers.
  • 04Monitor employees' work levels and review work performance.
  • 05Perform skilled repair or maintenance operations, using equipment such as hand or power tools, hydraulic presses or shears, or welding equipment.
  • 06Compute estimates and actual costs of factors such as materials, labor, or outside contractors.
  • 07Monitor tool and part inventories and the condition and maintenance of shops to ensure adequate working conditions.
  • 08Requisition materials and supplies, such as tools, equipment, or replacement parts.
  • 09Confer with personnel, such as management, engineering, quality control, customer, or union workers' representatives, to coordinate work activities, resolve employee grievances, or identify and review resource needs.
  • 10Determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.
  • 11Examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.
  • 12Counsel employees about work-related issues and assist employees to correct job-skill deficiencies.

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 Mechanics, Installers, and Repairers 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 Mechanics, Installers, and Repairers?
Published research puts First-Line Supervisors of Mechanics, Installers, and Repairers at 33 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 Mechanics, Installers, and Repairers?
Only partly. Individual estimates for First-Line Supervisors of Mechanics, Installers, and Repairers run from 24 to 48 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 construction & trades roles face similar AI exposure?
The closest published construction & trades roles to First-Line Supervisors of Mechanics, Installers, and Repairers by score are Construction and Building Inspectors (31/100), Computer, Automated Teller, and Office Machine Repairers (30/100), and Solar Energy Installation Managers (27/100). Each has its own page with the research behind its number.

Also covers

AC Installer Supervisor (Air-Conditioning Installer Supervisor) · AC Supervisor (Air Conditioning Supervisor) · Aircraft Maintenance Supervisor · Airport Maintenance Chief · Airport Skilled Maintenance Supervisor · Apartment Maintenance Supervisor · Appliance Service Supervisor · Artillery Maintenance 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.