Automation index

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

A checker and a first pass come earlier. Keeping the author’s voice and not inserting a typo do not.

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

Task comparison

IS WORK OVER?

31%

AI can already do 31% of this job.

#32 / 763

Copy editor

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
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
Total	100%		31%

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

IS WORK OVER?

27%

#151 / 763

Backend developer

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
Endpoint, the contract and the test. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Spike, the queue and the one that drops. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Key, the secret and not leaving it in the repo. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Migration, the rollback and not improvising in prod. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Product, the deadline and not cutting the one that matters. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it takes the spike, and not leaving the key. 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