IS WORK OVER?

Automation index

How much of a Administrative agent’s job can AI already do?

A form and an appointment come earlier. A file that actually goes through, and the client not coming back, do not.

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

Task comparison

Administrative agent

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
Forms, appointments and filings.
Estimate

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

18%48%+8.6
Files, deadlines and requests.
Estimate

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

16%28%+4.5
Serve the client and explain procedures.
Estimate

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

16%22%+3.5
Tax, traffic, immigration and social security.
Estimate

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

16%18%+2.9
Archive, copies and follow-up.
Estimate

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

18%16%+2.9
Not missing a deadline that costs a car.
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

  • Forms, appointments and filings
  • Files, deadlines and requests
  • Serve the client and explain procedures
  • Archive, copies and follow-up
  • Not missing a deadline that costs a car
  • gestor administrativo
  • gestoria
  • administrative agent

Sources for this job· O*NET 43-6011.00· ESCO/ISCO 3343

QA automation engineer

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
Test, the selector and the flake.
Estimate

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

18%48%+8.6
Pipeline, the green and the one that lies.
Estimate

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

16%40%+6.4
Bug, the repro and not closing it blind.
Estimate

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

16%22%+3.5
Data, the environment and not sharing prod.
Estimate

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

16%28%+4.5
The developer, the rush and not skipping the one that fails.
Estimate

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

18%14%+2.5
Catch the bug, and not painting a lying green.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • automated tests
  • selectors
  • flakes
  • QA pipelines
  • repro
  • environments
  • lying green
  • debug tests

Sources for this job· O*NET 15-1253.00· ESCO/ISCO 2519

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