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

Electrician

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
Use a variety of tools or equipment, such as power construction equipment, measuring devices, power tools, and testing equipment, such as oscilloscopes, ammeters, or test lamps.
Estimate

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

10%28%+2.8
Work from ladders, scaffolds, or roofs to install, maintain, or repair electrical wiring, equipment, or fixtures.
Estimate

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

10%12%+1.2
Prepare sketches or follow blueprints to determine the location of wiring or equipment and to ensure conformance to building and safety codes.
Estimate

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

8%28%+2.2
Assemble, install, test, or maintain electrical or electronic wiring, equipment, appliances, apparatus, or fixtures, using hand tools or power tools.
Estimate

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

8%28%+2.2
Place conduit, pipes, or tubing, inside designated partitions, walls, or other concealed areas, and pull insulated wires or cables through the conduit to complete circuits between boxes.
Estimate

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

8%28%+2.2
Direct or train workers to install, maintain, or repair electrical wiring, equipment, or fixtures.
Estimate

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

6%12%+0.7
Inspect electrical systems, equipment, or components to identify hazards, defects, or the need for adjustment or repair, and to ensure compliance with codes.
Estimate

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

5%12%+0.6
Perform physically demanding tasks, such as digging trenches to lay conduit or moving or lifting heavy objects.
Estimate

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

5%12%+0.6
Other less frequent tasks (weight estimated from frequency).
Estimate

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

40%28%+11.2
Total100%24%

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

Skills and activities

  • install wiring
  • electrical panels
  • repair faults
  • building systems monitoring technology
  • electricity
  • work ergonomically
  • resolve equipment malfunctions
  • inspect electrical supplies
  • splice cable
  • inspect construction supplies

Sources for this job· O*NET 47-2111.00· ESCO/ISCO 7411

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