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

SCADA technician

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
Screen, tags and the alarm.
Estimate

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

16%40%+6.4
Field, the PLC and the one that will not answer.
Estimate

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

18%14%+2.5
Historian, the gap and not dressing it.
Estimate

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

16%28%+4.5
Network, the port and not leaving it open.
Estimate

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

16%22%+3.5
The shift, the doubt and not hiding the alarm.
Estimate

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

18%18%+3.2
That they see the alarm, and not dressing the historian.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • SCADA screens
  • alarms
  • historian
  • tags
  • ports
  • field PLC
  • not leave ports open
  • shifts

Sources for this job· O*NET 15-1244.00· ESCO/ISCO 3114

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