Automation index

Can AI do a ML engineer’s job?

Takes machine-learning models from a trial to a live system.

It also does not predict how many people will lose their jobs.

IS WORK OVER?

ML engineer

41%

AI or a robot can already do 41% of this job.

#10 / 182

isworkover.com

Score = Σ (weight × saving). Weights are our frequency estimate, not an O*NET time %. Saving is separate evidence or estimate.

Task weights are our estimate from O*NET frequency (FT). O*NET does not publish share of the week.

Task	Share	AI	Adds
Train and evaluate Estimate No public source pins this saving. It is an estimate from the method.	35%	55%	+19.3
Shipping to prod Estimate No public source pins this saving. It is an estimate from the method.	25%	45%	+11.3
Data and features Estimate No public source pins this saving. It is an estimate from the method.	25%	30%	+7.5
The business problem Estimate No public source pins this saving. It is an estimate from the method.	15%	20%	+3
Total	100%		41%

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