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

Early-years teacher

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
Plan, corners and the kit.
Estimate

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

16%40%+6.4
Classroom, drop-off and the one who will not stay.
Estimate

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

18%14%+2.5
Yard, the clash and the one who bites.
Estimate

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

16%28%+4.5
Family, the meeting and not blaming.
Estimate

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

16%22%+3.5
The dining hall, the choke and staying on it.
Estimate

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

18%18%+3.2
That they come in without crying, and learn.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • corners
  • early-years planning
  • classroom drop-off
  • three-year-old yard
  • family meetings
  • school dining hall
  • biting
  • classroom habit

Sources for this job· O*NET 25-2011.00· ESCO/ISCO 2342

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