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

Dental hygienist

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, charts and recall reminders.
Estimate

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

16%32%+5.1
Scaling, polish and periodontal probing.
Estimate

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

22%10%+2.2
Teach brushing, diet and maintenance.
Estimate

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

16%22%+3.5
Support the dentist in clinic and X-ray.
Estimate

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

16%18%+2.9
Clinical notes and progress photos.
Estimate

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

16%28%+4.5
Sterilisation, bay and not infecting anyone.
Estimate

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

14%14%+2
Total100%20%

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

Skills and activities

  • Diary, charts and recall reminders
  • Scaling, polish and periodontal probing
  • Teach brushing, diet and maintenance
  • Support the dentist in clinic and X-ray
  • Clinical notes and progress photos
  • higienista dental
  • dental hygienist

Sources for this job· O*NET 29-1292.00· ESCO/ISCO 2266

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