IS WORK OVER?

Automation index

How much of a Chemist’s job can AI already do?

A protocol and a batch report come earlier. The smell of a reaction, and signing a certificate, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Chemist

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, calcs and safety sheets.
Estimate

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

20%45%+9
Batch reports, charts and docs.
Estimate

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

18%40%+7.2
Synthesis, titration and sample handling.
Estimate

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

18%15%+2.7
Read a strange result and repeat it.
Estimate

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

16%18%+2.9
Plant safety and waste.
Estimate

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

14%12%+1.7
Sign quality and talk to production.
Estimate

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

14%16%+2.2
Total100%26%

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

Skills and activities

  • Protocols, calcs and safety sheets
  • Batch reports, charts and docs
  • Synthesis, titration and sample handling
  • Read a strange result and repeat it
  • Plant safety and waste
  • Sign quality and talk to production
  • quimico
  • chemist
  • laboratorio quimico

Sources for this job· O*NET 19-2031.00· ESCO/ISCO 2113

Site 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
Setting-out, axes and the level.
Estimate

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

16%32%+5.1
Rebar, cover and the one that is missing.
Estimate

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

22%8%+1.8
Concrete, the slump and not pouring if it fails.
Estimate

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

16%22%+3.5
Note, the diary and not dressing the delay.
Estimate

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

16%28%+4.5
The site manager, the rush and not covering bad steel.
Estimate

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

16%18%+2.9
That the column is there, and not covering the steel.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • setting-out
  • axes
  • rebar
  • cover
  • slump
  • site diary
  • levels
  • not cover steel

Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142

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