IS WORK OVER?

Automation index

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

Simulating a line and drafting a procedure can already be farmed out. Planting it into real shifts cannot.

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

Task comparison

Industrial 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
Model processes, balances and a first plant layout.
Estimate

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

22%45%+9.9
Draft procedures, PFDs and operating instructions.
Estimate

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

18%40%+7.2
Analyse cost, bottlenecks and OEE from data.
Estimate

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

16%28%+4.5
Coordinate suppliers, maintenance and production.
Estimate

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

16%18%+2.9
Commissioning and plant trials.
Estimate

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

16%12%+1.9
Capex calls and industrial-safety liability.
Estimate

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

12%10%+1.2
Total100%28%

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

Skills and activities

  • Commissioning and plant trials
  • ingeniero industrial
  • industrial engineer
  • procesos industriales

Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141

Bus driver

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
Run sheet, logs and clocking.
Estimate

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

16%32%+5.1
Drive the route or the charter.
Estimate

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

22%8%+1.8
Stops, accessibility and fare or validation.
Estimate

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

18%10%+1.8
Incidents, diversions and passenger care.
Estimate

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

16%12%+1.9
Pre-trip check and defect reports.
Estimate

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

14%18%+2.5
Shifts, fatigue and driving rules.
Estimate

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

14%15%+2.1
Total100%15%

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

Skills and activities

  • drive
  • route
  • load goods
  • Run sheet, logs and clocking
  • Drive the route or the charter
  • Incidents, diversions and passenger care
  • Pre-trip check and defect reports
  • Shifts, fatigue and driving rules
  • conductor de autobus
  • bus driver

Sources for this job· O*NET 53-3052.00· ESCO/ISCO 8331

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