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

Civil Guard 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
Statements, papers and databases.
Estimate

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

16%32%+5.1
Patrol, stops and roadside help.
Estimate

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

22%10%+2.2
Casework, detainees and chain of custody.
Estimate

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

16%18%+2.9
Station, shifts and command.
Estimate

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

16%22%+3.5
Weapons, protocol and use of force.
Estimate

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

16%14%+2.2
Not firing wrongly or leaving someone stranded.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Statements, papers and databases
  • Patrol, stops and roadside help
  • Casework, detainees and chain of custody
  • Station, shifts and command
  • Weapons, protocol and use of force
  • guardia civil
  • civil guard

Sources for this job· O*NET 33-3051.00· ESCO/ISCO 5412

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