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

Copy editor

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
Spelling, agreement and consistency.
Estimate

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

18%52%+9.4
Style, repetition and sentence rhythm.
Estimate

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

16%48%+7.7
Queries to the author, grey areas and the house style.
Estimate

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

16%28%+4.5
Second proofs, PDF and last-minute typos.
Estimate

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

18%22%+4
Deadlines with publisher, layout and translation.
Estimate

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

16%18%+2.9
Judgement, not over-rewriting, and the typo that remains.
Estimate

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

16%14%+2.2
Total100%31%

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

Skills and activities

  • copy-edit
  • spelling and punctuation
  • unify style
  • catch typos
  • house style
  • second proofs
  • author queries
  • avoid over-editing

Sources for this job· O*NET 27-3041.00· ESCO/ISCO 2641

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