Automation index
How much of a Auto mechanic’s job can AI already do?
Today an AI or a robot can hardly do this job for you. The site, the surprises, and the code are settled on the ground.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Auto mechanic
25%
AI can already do 25% of this job.
#245 / 623
View rankingAuto mechanic
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Inspect vehicles for damage and record findings so that necessary repairs can be made.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Estimate costs of vehicle repair.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 12% | +0.8 |
Review work orders and discuss work with supervisors.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 22% | +1.5 |
Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Maintain cleanliness of work area.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Test drive vehicles and test components and systems, using equipment such as infrared engine analyzers, compression gauges, and computerized diagnostic devices.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 48% | +2.9 |
Test and adjust repaired systems to meet manufacturers' performance specifications.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 12% | +0.6 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 46% | 28% | +12.9 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- automotive diagnostic equipment
- car controls
- emission standards
- vehicle electrical systems
- types of vehicles
- principles of mechanical engineering
- hybrid vehicle architecture
- teamwork principles
- components of air conditioning systems
- mechanics
Sources for this job· O*NET 49-3023.00· ESCO/ISCO 7231
IS WORK OVER?
Web developer
26%
#198 / 623
View rankingWeb developer
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Layout, components and API consumption.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 48% | +9.6 |
Accessibility, performance and technical SEO.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Design, product and the client who changes their mind.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Deploys, incidents and monitoring.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Tests, code review and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not shipping a half-change on a Friday.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write code
- programming
- software development
- coding
- debug code
- Layout, components and API consumption
- Deploys, incidents and monitoring
- Tests, code review and documentation
- Not shipping a half-change on a Friday
- desarrollador web
Sources for this job· O*NET 15-1254.00· ESCO/ISCO 2513