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

Language assistant

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
Sheet, the oral and the group.
Estimate

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

16%40%+6.4
Classroom, the silence and the one who will not speak.
Estimate

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

18%14%+2.5
Game, the mistake and not correcting every one.
Estimate

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

16%28%+4.5
Culture, the cliché and not playing the clown.
Estimate

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

16%22%+3.5
The teacher, the hour and not leaving them copying.
Estimate

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

18%18%+3.2
That they speak, and not laughing at the accent.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • orals
  • conversation sheets
  • language games
  • accent
  • culture
  • not correct every error
  • language assistant
  • groups

Sources for this job· O*NET 25-3099.00· ESCO/ISCO 2353

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