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

Private-hire driver

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
App, routes and airport times.
Estimate

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

16%40%+6.4
Drive, pick up and drop the client.
Estimate

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

22%10%+2.2
Car, cleanliness and maintenance.
Estimate

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

16%18%+2.9
Service, bags and difficult clients.
Estimate

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

16%22%+3.5
Shifts, fatigue and zones.
Estimate

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

16%16%+2.6
Not missing a flight or a passenger.
Estimate

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

14%14%+2
Total100%20%

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

Skills and activities

  • drive
  • route
  • load goods
  • App, routes and airport times
  • Drive, pick up and drop the client
  • Car, cleanliness and maintenance
  • Service, bags and difficult clients
  • Shifts, fatigue and zones
  • Not missing a flight or a passenger
  • conductor vtc

Sources for this job· O*NET 53-3051.00· ESCO/ISCO 8322

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