Automation index
How much of a Driving instructor’s job can AI already do?
Teaches driving, in class and mostly in the car.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Driving instructor
27%
AI can already do 27% of this job.
#173 / 623
View rankingDriving instructor
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 |
|---|---|---|---|
Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 22% | +2 |
Monitor students' performance to make suggestions for improvement and to ensure that they satisfy course standards, training requirements, and objectives.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Adapt teaching methods and instructional materials to meet students' varying needs and interests.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 22% | +1.5 |
Assign and grade class work and homework.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Prepare students for further development by encouraging them to explore learning opportunities and to persevere with challenging tasks.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Enforce policies and rules governing students.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Establish clear objectives for all lessons, units, and projects and communicate those objectives to students.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Observe students to determine qualifications, limitations, abilities, interests, and other individual characteristics.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 44% | 28% | +12.3 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- teach class
- mark students
- lesson plans
- teach
- road traffic laws
- mechanical components of vehicles
- curriculum objectives
- guarantee students' safety
- control the performance of the vehicle
- monitor developments in field of expertise
Sources for this job· O*NET 25-3021.00· ESCO/ISCO 5165
IS WORK OVER?
Mobile developer
28%
#92 / 623
View rankingMobile 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 |
|---|---|---|---|
Screens, API and offline state.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Store review, crashlytics and ANRs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Real device, the notch and fragmented Android.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
CI, tests and the week's release.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Product, the redesign and not breaking what people use.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it does not crash, and not ignoring the one-star.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- build apps
- ship to stores
- crashlytics
- offline state
- ANRs
- mobile tests
- fragmented Android
- store review
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514