IS WORK OVER?

Automation index

How much of a Collections officer’s job can AI already do?

An ageing comes earlier. Collecting without breaking the client or letting the invoice die do not.

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

Task comparison

Collections officer

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
Ageing, buckets and the call.
Estimate

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

18%48%+8.6
Deal, the promissory note and the one who does not answer.
Estimate

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

16%40%+6.4
Legal, the formal notice and the one who hides.
Estimate

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

16%22%+3.5
Sales, credit and not selling to a debtor.
Estimate

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

16%28%+4.5
The default, the insolvency and not dressing the balance.
Estimate

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

18%14%+2.5
Collect, and not breaking the client.
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

  • ageing
  • collection calls
  • promissory notes
  • formal notice
  • trade credit
  • defaults
  • debtors
  • buckets

Sources for this job· O*NET 43-3011.00· ESCO/ISCO 4214

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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