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

Schools inspector

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
Visit, the rubric and the timetable.
Estimate

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

18%48%+8.6
Classroom, what happens and not the slide deck.
Estimate

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

16%40%+6.4
Report, the school and not softening it.
Estimate

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

16%22%+3.5
Appeal, the union and not yielding the figure.
Estimate

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

16%28%+4.5
The minister, the pressure and not dressing it.
Estimate

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

18%14%+2.5
Say what is there, and not what they want to hear.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • inspection visits
  • rubrics
  • school reports
  • real classrooms
  • appeals
  • not soften
  • the department
  • school evaluation

Sources for this job· O*NET 13-1041.00· ESCO/ISCO 2422

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