IS WORK OVER?

Automation index

How much of a Shelf replenisher’s job can AI already do?

A wave comes earlier. Filling the shelf without blocking the aisle do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Shelf replenisher

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
Wave, location and the cage.
Estimate

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

16%36%+5.8
Shelf, date and the one at the back.
Estimate

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

22%10%+2.2
Aisle, the customer and not blocking.
Estimate

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

16%22%+3.5
Out of stock, calling it and the gap.
Estimate

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

16%28%+4.5
The peak, overtime and not mixing batches.
Estimate

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

16%18%+2.9
Shelf full, and aisle clear.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • waves
  • the shelf
  • dates
  • aisles
  • stock-outs
  • cages
  • batches
  • gaps

Sources for this job· O*NET 43-5081.00· ESCO/ISCO 9334

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

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