Automation index
How much of a Epidemiologist’s job can AI already do?
A model and a mapped outbreak come earlier. Calling the measure and getting people to follow it do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Epidemiologist
31%
AI can already do 31% of this job.
#34 / 693
View rankingEpidemiologist
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 |
|---|---|---|---|
Surveillance, rates and the outbreak on the map.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Studies, bias and the report for public health.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Surveys, contacts and the case interview.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Committee, the unpopular measure and the press.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Field, the care-home outbreak and dirty data.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Judgement, uncertainty and signing the alert.EstimateNo 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
Skills and activities
- watch outbreaks
- compute rates
- epi studies
- case interviews
- map epidemics
- public-health measures
- contact tracing
- health alerts
Sources for this job· O*NET 19-1041.00· ESCO/ISCO 2263
IS WORK OVER?
School librarian
22%
#342 / 693
View rankingSchool librarian
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, loans and the one that does not come back.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Break, the noise and the corner.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Club, reading and the one who hides.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Buying, the budget and not filling it with empty fashion.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The teacher, the assignment and not turning it into detention.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they pick up a book, and not just the Wi-Fi.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- school loans
- catalogue
- reading club
- break in the library
- stock budget
- not detention
- books
- Wi-Fi
Sources for this job· O*NET 25-4022.00· ESCO/ISCO 2622