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

Lifeguard

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
Logs, headcount and closing protocols.
Estimate

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

16%28%+4.5
Watch, jump and water rescue.
Estimate

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

24%6%+1.4
CPR, defibrillator and first aid.
Estimate

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

16%12%+1.9
Manage the beach or pool and talk to the public.
Estimate

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

16%18%+2.9
Kit maintenance and water chemistry.
Estimate

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

14%22%+3.1
Sun shift, fatigue and not looking away.
Estimate

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

14%14%+2
Total100%16%

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

Skills and activities

  • Logs, headcount and closing protocols
  • Watch, jump and water rescue
  • CPR, defibrillator and first aid
  • Kit maintenance and water chemistry
  • Sun shift, fatigue and not looking away
  • socorrista
  • lifeguard
  • salvamento

Sources for this job· O*NET 33-9092.00· ESCO/ISCO 5419

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