IS WORK OVER?

Automation index

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

A protocol and a curve come earlier. An assay that says what it says does not.

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

Task comparison

Biochemist

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
Protocols, curves and analysis.
Estimate

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

18%48%+8.6
Bench, pipettes and assays.
Estimate

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

18%14%+2.5
Team, paper and not dressing a gel.
Estimate

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

16%22%+3.5
Quality, lots and documentation.
Estimate

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

16%28%+4.5
Rules, waste and safety.
Estimate

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

16%16%+2.6
Not publishing a result that does not replicate.
Estimate

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

16%14%+2.2
Total100%24%

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

Skills and activities

  • Protocols, curves and analysis
  • Bench, pipettes and assays
  • Team, paper and not dressing a gel
  • Quality, lots and documentation
  • Rules, waste and safety
  • bioquimico
  • biochemist

Sources for this job· O*NET 19-1021.00· ESCO/ISCO 2131

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

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