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

Infectious disease physician

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
Read cultures, PCR and the antibiogram.
Estimate

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

16%48%+7.7
Consult, the febrile patient and the one who does not respond.
Estimate

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

18%18%+3.2
Antibiotic plan, HIV and tropical disease.
Estimate

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

16%28%+4.5
Stewardship, resistance and the hospital protocol.
Estimate

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

16%22%+3.5
Isolation, public health and the ward outbreak.
Estimate

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

18%14%+2.5
On-call and signing the last-resort drug.
Estimate

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

16%12%+1.9
Total100%23%

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

Skills and activities

  • antibiogram
  • prescribe antibiotics
  • stewardship
  • treat HIV
  • ID consult
  • isolation
  • pathogen PCR
  • resistance

Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212

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