IS WORK OVER?

Automation index

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

A fire plan and a report write faster. Walking into a burning flat, cutting and carrying someone out do not.

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

Task comparison

Firefighter

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
Logs, intervention plans and classroom training.
Estimate

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

16%28%+4.5
Prevention inspections and hydrant checks.
Estimate

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

14%22%+3.1
Fighting urban or wildland fire.
Estimate

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

22%4%+0.9
Rescue at height, crash or collapse.
Estimate

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

18%6%+1.1
Emergency care at the scene.
Estimate

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

16%8%+1.3
Kit maintenance and station watch.
Estimate

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

14%10%+1.4
Total100%12%

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

Skills and activities

  • put out fires
  • rescue
  • enter a fire
  • Prevention inspections and hydrant checks
  • Fighting urban or wildland fire
  • Rescue at height, crash or collapse
  • Emergency care at the scene
  • Kit maintenance and station watch
  • bombero
  • firefighter

Sources for this job· O*NET 33-2011.00· ESCO/ISCO 5411

Neurosurgeon

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
Indicate, consent and the plan with neurology.
Estimate

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

16%36%+5.8
Craniotomy, spine and the tumour that bleeds.
Estimate

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

24%6%+1.4
Neuronavigation, monitoring and the margin.
Estimate

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

16%18%+2.9
Neuro ICU, pupils and raised pressure.
Estimate

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

16%22%+3.5
Family, the deficit and rehab.
Estimate

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

14%28%+3.9
On-call, the haematoma and signing go or no-go.
Estimate

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

14%10%+1.4
Total100%19%

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

Skills and activities

  • craniotomy
  • spine surgery
  • neuronavigation
  • brain tumour
  • neuro ICU
  • subdural haematoma
  • intraoperative monitoring
  • raised ICP

Sources for this job· O*NET 29-1241.00· ESCO/ISCO 2212

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