IS WORK OVER?

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

Driving 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.

TaskShareAIPoints
Instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.
Estimate

No 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.
Estimate

No 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.
Estimate

No public source provides a precise figure. This is our estimate.

7%22%+1.5
Assign and grade class work and homework.
Estimate

No 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.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Enforce policies and rules governing students.
Estimate

No 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.
Estimate

No 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.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

44%28%+12.3
Total100%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

Payroll clerk

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.

TaskShareAIPoints
Starters, variables and the engine.
Estimate

No public source provides a precise figure. This is our estimate.

18%48%+8.6
Incidents, the missed day and overtime.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Social security, tax and the month’s return.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Query, the payslip and the one who does not get it.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The close, the rush and not paying twice.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Pay right, and not leaving anyone at zero.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%27%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • payroll starters
  • variables
  • income tax
  • social security
  • payslips
  • overtime
  • payroll close
  • incidents

Sources for this job· O*NET 43-3051.00· ESCO/ISCO 4313

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