General maintenance and repair workers AI Displacement Score: 2/10

Key Finding

General maintenance and repair workers face a low ai exposure AI displacement risk, scoring 2/10 on the JobHunter AI Displacement Index (global average: 5.7/10). There are approximately 1,629,700 workers in this role in the US, earning a median of $48,620.

Source: JobHunter AI Displacement Index - 342 occupations analyzed using Karpathy's research framework

Why This Score

General maintenance and repair workers scored 2/10, making it one of the most AI-resistant occupations analyzed. This role requires physical dexterity, real-world problem-solving, or deep empathic connection that AI is decades away from replicating. With 1,629,700 workers earning $48,620 median, this career path offers strong insulation from AI disruption. The opportunity here is using AI tools to become more efficient, not defending against replacement.

What does 2/10 mean?

0 - AI-proof Global avg: 5.7 10 - Fully exposed

General maintenance and repair workers scored 2/10 across 342 occupations analyzed using Karpathy's AI displacement research framework. The global average is 5.7/10. This role is less exposed than average.

Installation Maintenance & Repair - All Scores

Calibration technologists and technicians 4/10

Aircraft and avionics equipment mechanics and technicians 3/10

Automotive service technicians and mechanics 3/10

Diesel service technicians and mechanics 3/10

Electrical and electronics installers and repairers 3/10

Heavy vehicle and mobile equipment service technicians 3/10

Industrial machinery mechanics, machinery maintenance workers, and millwrights 3/10

Medical equipment repairers 3/10

Frequently Asked Questions

Will AI replace general maintenance and repair workers?

General maintenance and repair workers scored 2/10 on AI displacement risk (global average: 5.7). This means low ai exposure risk of significant AI disruption. Rather than full replacement, most roles at this level see task automation - certain parts of the job get absorbed by AI while new responsibilities emerge.

What is the AI displacement score for general maintenance and repair workers?

The AI displacement score for General maintenance and repair workers is 2 out of 10, based on analysis of 342 occupations using Karpathy's research framework. The global average is 5.7/10. Similar roles score: Automotive body and glass repairers (2/10), Electrical power-line installers and repairers (2/10), Heating, air conditioning, and refrigeration mechanics and installers (2/10).

How many general maintenance and repair workers are there in the US?

There are approximately 1,629,700 general maintenance and repair workers in the United States, with a median pay of $48,620 and a projected job outlook of +4%.

What should general maintenance and repair workers do about AI?

With a score of 2/10, general maintenance and repair workers should focus on diagnostic troubleshooting, hands-on repair skills, and adapting to unique on-site conditions. Every job site is different, and the physical dexterity plus improvisation required to fix things in tight spaces, bad weather, or aging buildings keeps this work resistant to automation. Adding smart diagnostic tools to your toolkit makes you faster, not replaceable.

What AI can already do in this role