Automation index
How much of a Rheumatologist’s job can AI already do?
A serology and a DAS28 come earlier. Starting the biologic and not leaving the patient stiff do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Rheumatologist
23%
AI can already do 23% of this job.
#312 / 633
View rankingRheumatologist
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 |
|---|---|---|---|
Read serologies, rheumatoid factor and imaging.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Examine joints and call the flare.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Biologics, steroids and methotrexate.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Inject, educate and watch side effects.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
A long clinic, pain you cannot see, and the wait.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Board, pharmacy and owning the immunosuppressant.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- treat arthritis
- prescribe biologics
- examine joints
- inject joints
- read serologies
- DAS28
- rheumatology clinic
- methotrexate
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212
IS WORK OVER?
Station master
23%
#302 / 633
View rankingStation master
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 |
|---|---|---|---|
Graph, orders and the station log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Platforms, the crossing and the late train.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Staff, shifts and the ticket-office gap.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Incident, passengers and the PA.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Works, closures and leaving nobody on the platform.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they do not meet, and signing the graph.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- train graph
- orders
- platforms
- ticket office
- PA
- line crossings
- station shifts
- station logs
Sources for this job· O*NET 53-4031.00· ESCO/ISCO 4323