IS WORK OVER?

Automation index

How much of a Tax inspector’s job can AI already do?

A data match comes earlier. Sitting across from the taxpayer and signing the adjustment do not.

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

Task comparison

Tax inspector

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
Data matching, returns and sampling.
Estimate

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

18%52%+9.4
Requests, minutes and the proposal.
Estimate

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

16%40%+6.4
The visit, the second till and what is not in the sheet.
Estimate

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

18%14%+2.5
Objections, appeals and the tax tribunal.
Estimate

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

16%28%+4.5
The team, deadlines and the file that slips.
Estimate

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

16%22%+3.5
A fair adjustment and signing the minute.
Estimate

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

16%12%+1.9
Total100%28%

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

Skills and activities

  • match tax data
  • raise assessments
  • request papers
  • visit taxpayers
  • adjust tax
  • objections
  • tax tribunal
  • tax inspection

Sources for this job· O*NET 13-2081.00· ESCO/ISCO 3352

Book editor

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
Readers’ reports, selection and rejection.
Estimate

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

16%40%+6.4
Work the text with the author: structure and tone.
Estimate

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

18%22%+4
P&L, advances, contracts and the schedule.
Estimate

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

16%32%+5.1
Coordinate copy-edit, layout, cover and press.
Estimate

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

18%18%+3.2
List, bookshops and the life of the title.
Estimate

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

16%28%+4.5
The editorial bet and owning the book.
Estimate

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

16%14%+2.2
Total100%25%

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

Skills and activities

  • edit books
  • readers’ reports
  • work manuscripts
  • negotiate advances
  • build the list
  • coordinate layout
  • choose the cover
  • get it into shops

Sources for this job· O*NET 27-3041.00· ESCO/ISCO 2641

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