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

Station master

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
Graph, orders and the station log.
Estimate

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

16%40%+6.4
Platforms, the crossing and the late train.
Estimate

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

18%14%+2.5
Staff, shifts and the ticket-office gap.
Estimate

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

16%32%+5.1
Incident, passengers and the PA.
Estimate

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

16%22%+3.5
Works, closures and leaving nobody on the platform.
Estimate

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

18%18%+3.2
That they do not meet, and signing the graph.
Estimate

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

16%12%+1.9
Total100%23%

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

Skills and activities

  • train graph
  • orders
  • platforms
  • ticket office
  • PA
  • line crossings
  • station shifts
  • station logs

Sources for this job· O*NET 53-4031.00· ESCO/ISCO 4323

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