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.
#189 / 733
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?
Railway engineer
22%
#389 / 733
View rankingRailway 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 |
|---|---|---|---|
Track, geometry and the study.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Points, the blade and the one that will not close.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
OLE, the height and the gauge.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Works, the possession and not leaving the wire wrong.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The operator, the rush and not jumping to a yes.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That it does not derail, and not signing half-done points.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
- track geometry
- points
- OLE
- gauge
- possessions
- blades
- railway studies
- not jump to a yes
Sources for this job· O*NET 17-2051.00· ESCO/ISCO 2142