Automation index
How much of a Clinical research associate’s job can AI already do?
A CRF comes earlier. Auditing the site without leaving a made-up figure do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Clinical research associate
27%
AI can already do 27% of this job.
#200 / 763
View rankingClinical research associate
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 |
|---|---|---|---|
Protocol, CRF and the monitoring visit.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Source, the gap and the one that does not fit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Adverse event, the deadline and not delaying.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Consent, the signature and the one who did not understand.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The sponsor, the audit and not dressing the figure.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Audit, and not leaving a made-up figure.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- CRF
- monitoring
- adverse events
- informed consent
- source data
- trial audits
- clinical protocols
- site visits
Sources for this job· O*NET 11-9121.00· ESCO/ISCO 2131
IS WORK OVER?
Game developer
27%
#153 / 763
View rankingGame developer
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 |
|---|---|---|---|
Prototype, the loop and the input.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Physics, the bug and the one that teleports.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Build, the platform and the one that will not ship.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Frame, 30 and not leaving it at 8.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The designer, the fun and not cutting what it feels.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it plays, and not leaving the frame at 8.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- game prototypes
- game loop
- input
- builds
- frames
- physics bugs
- platforms
- write game code
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2514