Automation index
How much of a Librarian’s job can AI already do?
A catalogue and a source guide come earlier. Hosting a teenager, a researcher, and a silence do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Librarian
26%
AI can already do 26% of this job.
#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
IS WORK OVER?
Process engineer
26%
#205 / 623
View rankingProcess 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 |
|---|---|---|---|
P&IDs, balances and the operating procedure.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Plant, trials and the real bottleneck.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Capacity, yields and the improvement report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Start-up, shutdown and the shift that skips the SOP.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Process safety and the HAZOP that hurts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Not overloading the reactor, and signing the change.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- P&IDs
- mass balances
- HAZOP
- plant start-up
- improve yields
- SOP
- bottlenecks
- process safety
Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141