IS WORK OVER?

Automation index

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

A core model comes earlier. Running the plant and not playing with reactivity do not.

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

Task comparison

Nuclear 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
Neutronics, thermal-hydraulics and the file.
Estimate

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

16%44%+7
Control room, tests and the set-point.
Estimate

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

16%22%+3.5
Licence, the regulator and the safety analyses.
Estimate

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

16%36%+5.8
Outage, reload and spent fuel.
Estimate

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

18%14%+2.5
The event, safety culture and the report.
Estimate

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

18%18%+3.2
Not playing with reactivity, and signing the analysis.
Estimate

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

16%12%+1.9
Total100%24%

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

Skills and activities

  • neutronics
  • thermal-hydraulics
  • nuclear licence
  • reload
  • safety analysis
  • control room
  • spent fuel
  • safety culture

Sources for this job· O*NET 17-2161.00· ESCO/ISCO 2149

Hairdresser

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
Diary, client cards and salon social posts.
Estimate

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

16%28%+4.5
Advise cut and colour from references.
Estimate

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

14%22%+3.1
Cut, style and finish in the chair.
Estimate

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

24%6%+1.4
Colour, highlights and treatments.
Estimate

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

18%8%+1.4
Hygiene, sterilisation and till.
Estimate

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

14%10%+1.4
Care, retention and handling complaints.
Estimate

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

14%12%+1.7
Total100%14%

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

Skills and activities

  • cut hair
  • colour hair
  • haircut
  • barbering
  • Diary, client cards and salon social posts
  • Advise cut and colour from references
  • Cut, style and finish in the chair
  • Colour, highlights and treatments
  • Hygiene, sterilisation and till
  • Care, retention and handling complaints

Sources for this job· O*NET 39-5012.00· ESCO/ISCO 5141

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