Automation index

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

A night of telescope time comes earlier. Reducing the data without selling the find early 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.

#134 / 633

Astronomer

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
Proposal, time and the instrument. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Observe, calibrate and the one that clouds over. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Reduce, the pipeline and the artefact. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Paper, the referee and not jumping. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The facility, the queue and not losing the night. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Reduce, and not selling the find early. 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?

28%

#97 / 633

SEM specialist

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
Campaigns, keywords and Quality Score. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Landing, tracking and the conversion that misses. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The client who wants more clicks for less. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Reports, copy and the ad A/B. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Legal, brands and the claim you cannot make. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Spend on buyers, and not inflating impressions. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

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