Occupation baseline · Research consensus
Will AI replace Home Appliance Repairers?
Baseline AI displacement risk for Home Appliance Repairers, aggregated from 5 research sources.
What this score means
Home Appliance Repairers is among the least exposed roles in Construction & Trades. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 13 out of 100 it sits close to the Construction & Trades average of 13. Across the 5 sources behind this baseline, individual estimates run from 8 to 23, 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 Home Appliance Repairers, most central first, showing 12 of 29.
- 01Bill customers for repair work, and collect payment.
- 02Observe and examine appliances during operation to detect specific malfunctions such as loose parts or leaking fluid.
- 03Talk to customers or refer to work orders to establish the nature of appliance malfunctions.
- 04Refer to schematic drawings, product manuals, and troubleshooting guides to diagnose and repair problems.
- 05Trace electrical circuits, following diagrams, and conduct tests with circuit testers and other equipment to locate shorts and grounds.
- 06Replace worn and defective parts such as switches, bearings, transmissions, belts, gears, circuit boards, or defective wiring.
- 07Provide repair cost estimates, and recommend whether appliance repair or replacement is a better choice.
- 08Disassemble appliances so that problems can be diagnosed and repairs can be made.
- 09Respond to emergency calls for problems such as gas leaks.
- 10Service and repair domestic electrical or gas appliances, such as clothes washers, refrigerators, stoves, and dryers.
- 11Reassemble units after repairs are made, making adjustments and cleaning and lubricating parts as needed.
- 12Record maintenance and repair work performed on appliances.
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 Home Appliance Repairers 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
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Home Appliance Repairers?
- Published research puts Home Appliance Repairers at 13 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 Home Appliance Repairers?
- Broadly, yes. Individual estimates for Home Appliance Repairers run from 8 to 23 out of 100 across the 5 sources behind this score, a fairly tight range. More recent and higher confidence studies carry more weight in the final number.
- Which construction & trades roles face similar AI exposure?
- The closest published construction & trades roles to Home Appliance Repairers by score are Electrical and Electronics Installers and Repairers, Transportation Equipment (13/100), Farm Equipment Mechanics and Service Technicians (13/100), and Heating, Air Conditioning, and Refrigeration Mechanics and Installers (13/100). Each has its own page with the research behind its number.
Also covers
Air-Conditioner Window Unit Installer (AC Window Unit Installer) · Air-Conditioner Window Unit Servicer (AC Window Unit Servicer) · Appliance Adjuster · Appliance Advisor · Appliance Installer · Appliance Mechanic · Appliance Repair Mechanic · Appliance Repair Service Consultant and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More construction & trades occupations
- Electrical and Electronics Installers and Repairers, Transportation Equipment13/100
- Farm Equipment Mechanics and Service Technicians13/100
- Heating, Air Conditioning, and Refrigeration Mechanics and Installers13/100
- Loading and Moving Machine Operators, Underground Mining13/100
- Millwrights13/100
- Musical Instrument Repairers and Tuners13/100
- Radio, Cellular, and Tower Equipment Installers and Repairers13/100
- Rail-Track Laying and Maintenance Equipment Operators13/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.