Automation index

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

A corpus and a chronology come earlier. Going to the archive, reading the hand, and deciding what is a fact do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

25%

AI can already do 25% of this job.

#227 / 623

Historian

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
Search, transcribe and sort sources. Estimate No public source provides a precise figure. This is our estimate.	20%	45%	+9
Draft chapters, cards and bibliography. Estimate No public source provides a precise figure. This is our estimate.	18%	38%	+6.8
Archive work and source criticism. Estimate No public source provides a precise figure. This is our estimate.	18%	15%	+2.7
Argue the thesis and debate peers. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Teaching, outreach and museums. Estimate No public source provides a precise figure. This is our estimate.	14%	16%	+2.2
Choose the cut and the question. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		25%

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

IS WORK OVER?

25%

#223 / 623

Winemaker

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
Lab work, densities and fermentation control. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Tasting, blending and the call on the vintage. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Vineyard, ripeness and when to pick. Estimate No public source provides a precise figure. This is our estimate.	18%	22%	+4
Ageing, barrel, filtration and bottling. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Cellar, records and the board’s visit. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Signing the vintage and owning the bottle. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		25%

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