IS WORK OVER?

Automation index

How much of a Billing clerk’s job can AI already do?

An ERP comes earlier. Issuing the right invoice without blocking the client do not.

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

Task comparison

Billing clerk

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
Orders, delivery notes and the invoice.
Estimate

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

18%48%+8.6
VAT, withholdings and the one that does not square.
Estimate

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

16%40%+6.4
Credit notes, the credit and the client who argues.
Estimate

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

16%22%+3.5
Close, the immediate supply and the deadline.
Estimate

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

16%28%+4.5
Sales, the extra and not over-billing.
Estimate

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

18%14%+2.5
The right invoice, and not blocking 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

  • delivery notes
  • invoices
  • VAT
  • credit notes
  • immediate supply
  • billing close
  • withholdings
  • orders

Sources for this job· O*NET 43-3021.00· ESCO/ISCO 4311

Research scientist

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
Literature review, figures and drafts.
Estimate

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

22%48%+10.6
Analysis, code and experiment boards.
Estimate

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

18%42%+7.6
Design the study and the controls.
Estimate

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

16%18%+2.9
Run the experiment or the fieldwork.
Estimate

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

16%12%+1.9
Lead a group, theses and authorship fights.
Estimate

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

14%15%+2.1
Win funding and answer reviewers.
Estimate

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

14%16%+2.2
Total100%27%

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

Skills and activities

  • Literature review, figures and drafts
  • Analysis, code and experiment boards
  • Design the study and the controls
  • Run the experiment or the fieldwork
  • Lead a group, theses and authorship fights
  • Win funding and answer reviewers
  • cientifico
  • investigador
  • research scientist

Sources for this job· O*NET 19-1029.00· ESCO/ISCO 2131

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