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

Baker

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
Orders, recipes and flour stock.
Estimate

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

16%30%+4.8
Mix, ferment and shape.
Estimate

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

22%10%+2.2
Bake, cool and present.
Estimate

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

20%12%+2.4
Counter shift and dawn till.
Estimate

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

14%18%+2.5
Cleaning, hygiene and oven care.
Estimate

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

14%15%+2.1
Adjust the recipe to weather and today’s flour.
Estimate

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

14%16%+2.2
Total100%16%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • Orders, recipes and flour stock
  • Mix, ferment and shape
  • Bake, cool and present
  • Counter shift and dawn till
  • Cleaning, hygiene and oven care
  • panader

Sources for this job· O*NET 51-3011.00· ESCO/ISCO 7512

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