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

IS WORK OVER?

27%

AI can already do 27% of this job.

#140 / 623

Climatologist

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.

Task	Share	AI	Points
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
Total	100%		27%

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

IS WORK OVER?

25%

#238 / 623

Geological engineer

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.

Task	Share	AI	Points
Boreholes, lab and the geotech profile. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
Field, outcrop and what the map misses. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Foundations, slopes and the risk report. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Tunnel, water and the support. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The works that move, and stop or go. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Call the ground, and sign the report. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		25%

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