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 childhood educator

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 activities, reports and rubrics.
Estimate

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

16%32%+5.1
Write to families.
Estimate

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

14%22%+3.1
Care, play and hold the room.
Estimate

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

24%6%+1.4
Hygiene, meals and naps.
Estimate

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

16%10%+1.6
Watch development and talk to the family.
Estimate

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

16%12%+1.9
Coordinate staff and safeguarding.
Estimate

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

14%14%+2
Total100%15%

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

Skills and activities

  • Plan activities, reports and rubrics
  • Write to families
  • Care, play and hold the room
  • Hygiene, meals and naps
  • Watch development and talk to the family
  • Coordinate staff and safeguarding
  • educador infantil
  • maestro de infantil
  • preschool
  • jardin de infancia

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

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