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.
#80 / 113
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?
Psychologist
28%
#65 / 113
View rankingPsychologist
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 |
|---|---|---|---|
Document patient information including session notes, progress notes, recommendations, and treatment plans.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Use a variety of treatment methods, such as psychotherapy, hypnosis, behavior modification, stress reduction therapy, psychodrama, or play therapy.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Counsel individuals, groups, or families to help them understand problems, deal with crisis situations, define goals, and develop realistic action plans.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 22% | +1.5 |
Interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, or vocational development and adjustment.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Write reports on clients and maintain required paperwork.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Conduct assessments of patients' risk for harm to self or others.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 12% | +0.6 |
Identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, or reference materials.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 55% | +2.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 48% | 28% | +13.4 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- psychological counselling methods
- school psychology
- developmental psychology
- crisis intervention
- adolescent psychological development
- psychology
- consult student's support system
- monitor student's behaviour
- liaise with educational support staff
- apply crisis intervention
Sources for this job· O*NET 19-3033.00· ESCO/ISCO 2634