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

Aerospace engineer

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
Calculate, simulate and certify structures and systems.
Estimate

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

18%48%+8.6
Drawings, tolerances and traceability.
Estimate

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

16%32%+5.1
Bench, test flight and incidents.
Estimate

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

16%22%+3.5
Vendors, quality and EASA.
Estimate

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

16%18%+2.9
Documentation, versions and configuration.
Estimate

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

18%16%+2.9
Sign something that will not fall.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • Drawings, tolerances and traceability
  • Bench, test flight and incidents
  • Vendors, quality and EASA
  • Documentation, versions and configuration
  • Sign something that will not fall
  • ingeniero aeronautico
  • aerospace engineer

Sources for this job· O*NET 17-2011.00· ESCO/ISCO 2144

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