IS WORK OVER?

Automation index

How much of a Addiction doctor’s job can AI already do?

An AUDIT form comes earlier. Walking the abstinence when Friday slips do not.

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

Task comparison

Addiction doctor

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
History, AUDIT and the urine screen.
Estimate

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

16%40%+6.4
Clinic, the relapse and the one who does not come.
Estimate

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

18%14%+2.5
Methadone, the dose and not rushing the taper.
Estimate

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

16%28%+4.5
Detox, the bed and the syndrome.
Estimate

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

16%22%+3.5
Family, the stigma and not moralising.
Estimate

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

18%18%+3.2
Walk the abstinence, and not turning away the one who slips.
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

  • AUDIT
  • methadone
  • detox
  • relapses
  • urine screens
  • addiction clinic
  • withdrawal
  • not moralise

Sources for this job· O*NET 29-1223.00· ESCO/ISCO 2212

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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