Automation index
How much of a ML engineer’s job can AI already do?
Training a baseline and a notebook is fast. Shipping it, watching drift, and owning the miss is not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
ML engineer
29%
AI can already do 29% of this job.
#64 / 623
View rankingML engineer
Where the time goes
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 |
|---|---|---|---|
Train models, features and notebooks.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Evaluate, document and compare runs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 42% | +7.6 |
Deploy, monitor and retrain.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Talk to product about what a good error is.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Dirty data, bias and model limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
On-call, incidents and rollback.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 29% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Train models, features and notebooks
- Evaluate, document and compare runs
- Deploy, monitor and retrain
- Talk to product about what a good error is
- Dirty data, bias and model limits
- On-call, incidents and rollback
- machine learning engineer
- ingeniero ml
- mlops
Sources for this job· O*NET 15-1221.00· ESCO/ISCO 2511
IS WORK OVER?
Librarian
26%
#193 / 623
View rankingLibrarian
Where the time goes
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 |
|---|---|---|---|
Catalogue, index and describe holdings.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 48% | +9.6 |
Guides, searches and reference answers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Floor desk and reading mediation.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Programme clubs, visits and training.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Preserve, digitise and decide what is bought.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Library policy and use conflicts.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Catalogue, index and describe holdings
- Guides, searches and reference answers
- Floor desk and reading mediation
- Programme clubs, visits and training
- Library policy and use conflicts
- bibliotecari
- librarian
- documentalista
Sources for this job· O*NET 25-4022.00· ESCO/ISCO 2622