Will AI replace Maintenance and Repair Workers, General?

The core of your work stays human. For you, AI is mainly an amplifier.

Task exposure to today's AI

17/100

Low exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Maintenance and Repair Workers, General?

Not entirely. Today's AI tools can take on about 17% of the typical work in this occupation, mostly: diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary. The parts that stay human include: Repair machines, equipment, or structures, using tools such as hammers, hoists, saws, drills, wrenches, or equipment such as precision measuring instruments or electrical or electronic testing devices.; Perform routine maintenance, such as inspecting drives, motors, or belts, checking fluid levels, replacing filters, or doing other preventive maintenance actions.; Assemble, install, or repair wiring, electrical or electronic components, pipe systems, plumbing, machinery, or equipment..

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable

Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary. 42%

Inspect, operate, or test machinery or equipment to diagnose machine malfunctions. 15%

Perform routine maintenance, such as inspecting drives, motors, or belts, checking fluid levels, replacing filters, or doing other preventive maintenance actions. 12%

Repair machines, equipment, or structures, using tools such as hammers, hoists, saws, drills, wrenches, or equipment such as precision measuring instruments or electrical or electronic testing devices. 10%

Assemble, install, or repair wiring, electrical or electronic components, pipe systems, plumbing, machinery, or equipment. 10%

Paint or repair roofs, windows, doors, floors, woodwork, plaster, drywall, or other parts of building structures. 10%

+ 21 more tasks (46% of the week) in the full test.

Your human edge

Repair machines, equipment, or structures, using tools such as hammers, hoists, saws, drills, wrenches, or equipment such as precision measuring instruments or electrical or electronic testing devices.
Perform routine maintenance, such as inspecting drives, motors, or belts, checking fluid levels, replacing filters, or doing other preventive maintenance actions.
Assemble, install, or repair wiring, electrical or electronic components, pipe systems, plumbing, machinery, or equipment.

AI tools to try

ChatGPT / Claude for troubleshooting and manualsDiagnostic software with AI featuresService and work-order apps

Related roles

A 3-phase AI learning plan

Phase 1

AI as a troubleshooting partner

Manuals and error codes explained with AI, checked against the manufacturer.
Step-by-step diagnosis ideas.
Work orders and service reports.

Project

Pick 10 recent fault calls, use AI to explain the error codes and draft a step-by-step diagnosis for each, verify against manufacturer manuals and log hit rate and time saved.

Phase 2

Less paperwork, better records

Service reports from photos and voice notes.
Parts lists and quotes.
History of repairs to spot repeat faults.

Project

For two weeks, build every service report from job photos and voice notes with AI, including parts lists and quotes, and compare minutes per report against your old handwritten forms.

Phase 3

Specialise

Diagnostics, electronics and connected equipment.
Predictive maintenance basics.
Train apprentices and colleagues.

Project

Load 12 months of repair logs into AI to find the 5 most repeated faults, set a predictive PM schedule for those assets, and train one apprentice using an AI-built checklist.

Take the free 11-question test