IS WORK OVER?

Automation index

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

A series comes earlier. Attributing the change without selling the easy headline do not.

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

Task comparison

Climatologist

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
Series, homogenise and the gap.
Estimate

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

18%48%+8.6
Models, scenarios and the uncertainty.
Estimate

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

16%40%+6.4
Report, the headline and not selling the easy one.
Estimate

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

16%22%+3.5
Field, the station and the one that moves.
Estimate

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

16%28%+4.5
The politician, the figure and not staying quiet.
Estimate

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

18%14%+2.5
Attribute, and not selling the headline.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • climate series
  • homogenise
  • scenarios
  • uncertainty
  • headlines
  • stations
  • climate reports
  • attribution

Sources for this job· O*NET 19-2021.00· ESCO/ISCO 2112

Marine 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
Rounds, parameters and the engine log.
Estimate

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

16%36%+5.8
Breakdown, the sea and repairing with what you have.
Estimate

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

18%12%+2.2
Fuel, oils and the port change.
Estimate

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

16%28%+4.5
Watch, alarms and the one who does not sleep.
Estimate

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

16%22%+3.5
Survey, class and not dressing the log.
Estimate

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

18%18%+3.2
Last the crossing, and not silencing the alarm.
Estimate

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

16%12%+1.9
Total100%21%

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

Skills and activities

  • engine rounds
  • engine log
  • breakdowns at sea
  • watches
  • class
  • fuels
  • engine-room alarms
  • repair on passage

Sources for this job· O*NET 53-5031.00· ESCO/ISCO 3151

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