IS WORK OVER?

Automation index

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

A balance and a simulation come earlier. Starting a plant and not leaking anything do not.

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

Task comparison

Chemical 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
Balances, simulation and sizing.
Estimate

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

18%48%+8.6
P&IDs, specs and equipment lists.
Estimate

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

16%32%+5.1
Plant, operators and commissioning.
Estimate

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

16%22%+3.5
Safety, HAZOP and discharges.
Estimate

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

16%18%+2.9
Quality, standards and documentation.
Estimate

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

18%16%+2.9
Sign a process that will not explode.
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

  • Balances, simulation and sizing
  • P&IDs, specs and equipment lists
  • Plant, operators and commissioning
  • Safety, HAZOP and discharges
  • Quality, standards and documentation
  • Sign a process that will not explode
  • ingeniero quimico
  • chemical engineer

Sources for this job· O*NET 17-2041.00· ESCO/ISCO 2145

Histology 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
Intake, the pot and not mixing cases.
Estimate

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

16%32%+5.1
Process, embed and the block.
Estimate

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

22%8%+1.8
Cut, the knife and the one that falls apart.
Estimate

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

16%22%+3.5
Stain, the control and the one that will not take.
Estimate

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

16%28%+4.5
The pathologist, the rush and not sending a bad cut.
Estimate

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

16%18%+2.9
Not losing the diagnosis on the knife.
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

  • paraffin blocks
  • histology cutting
  • stains
  • tissue processor
  • not mix cases
  • microtome knife
  • stain controls
  • embedding

Sources for this job· O*NET 29-2012.00· ESCO/ISCO 3212

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