IS WORK OVER?

Automation index

How much of a Occupational physician’s job can AI already do?

A screening protocol comes earlier. Calling fit or not and facing the company do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Occupational physician

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
Screenings, protocols and the work history.
Estimate

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

18%52%+9.4
Fit notes, restrictions and PPE.
Estimate

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

16%40%+6.4
The hard case, the one who cannot, and the company pushing.
Estimate

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

18%18%+3.2
Risk surveillance, sick leave and return.
Estimate

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

16%28%+4.5
Inspectorate, mutual and coordination with H&S.
Estimate

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

16%22%+3.5
Medical secrecy and signing fit for work.
Estimate

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

16%14%+2.2
Total100%29%

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

Skills and activities

  • occupational screening
  • fit for work
  • health surveillance
  • work restrictions
  • return to work
  • occupational medicine
  • work history
  • medical secrecy

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

Driving theory 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
Topic, the test and the typical error.
Estimate

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

18%48%+8.6
Classroom, the one who skips and the one who copies.
Estimate

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

16%40%+6.4
The rule, the why and not reciting the article.
Estimate

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

16%22%+3.5
Exam, the nerves and not jumping to a pass.
Estimate

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

16%28%+4.5
The school, the rush and not selling the pass.
Estimate

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

18%14%+2.5
That they understand the rule, and not the crib.
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

  • DGT tests
  • driving theory
  • typical errors
  • traffic rules
  • articles
  • theory exam
  • cribs
  • theory classroom

Sources for this job· O*NET 25-3021.00· ESCO/ISCO 2320

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