IS WORK OVER?

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

Clinical 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.

TaskShareAIPoints
Protocol, CRF and the monitoring visit.
Estimate

No public source provides a precise figure. This is our estimate.

18%48%+8.6
Source, the gap and the one that does not fit.
Estimate

No public source provides a precise figure. This is our estimate.

16%40%+6.4
Adverse event, the deadline and not delaying.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Consent, the signature and the one who did not understand.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The sponsor, the audit and not dressing the figure.
Estimate

No public source provides a precise figure. This is our estimate.

18%14%+2.5
Audit, and not leaving a made-up figure.
Estimate

No public source provides a precise figure. This is our estimate.

16%12%+1.9
Total100%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

Shipbuilder

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.

TaskShareAIPoints
Block, alignment and the yard.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Bead, NDT and the one that failed.
Estimate

No public source provides a precise figure. This is our estimate.

22%8%+1.8
Launch, the weight and not jumping.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Sea trial, the vibration and the one that knocks.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The owner, the rush and not leaving the bead half done.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
That it floats true, and not leaving the bead.
Estimate

No public source provides a precise figure. This is our estimate.

14%12%+1.7
Total100%19%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • yard blocks
  • alignment
  • ship beads
  • launch
  • sea trials
  • marine NDT
  • owners
  • vibrations

Sources for this job· O*NET 17-2121.00· ESCO/ISCO 2144

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