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

Game developer

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
Prototype, the loop and the input.
Estimate

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

18%48%+8.6
Physics, the bug and the one that teleports.
Estimate

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

16%40%+6.4
Build, the platform and the one that will not ship.
Estimate

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

16%22%+3.5
Frame, 30 and not leaving it at 8.
Estimate

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

16%28%+4.5
The designer, the fun and not cutting what it feels.
Estimate

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

18%14%+2.5
That it plays, and not leaving the frame at 8.
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

  • game prototypes
  • game loop
  • input
  • builds
  • frames
  • physics bugs
  • platforms
  • write game code

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514

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