IS WORK OVER?

Automation index

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

A voice spectrum comes earlier. Giving the voice back without operating extra do not.

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

Task comparison

Phoniatrician

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
Clinic, spectrum and the larynx.
Estimate

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

18%48%+8.6
The job, the strain and the one who will not stop.
Estimate

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

16%40%+6.4
Therapy, the exercise and adherence.
Estimate

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

16%22%+3.5
Surgery, the indication and not operating extra.
Estimate

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

16%28%+4.5
The singer, the opening night and not selling a miracle.
Estimate

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

18%14%+2.5
Give the voice back, and not operating extra.
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

  • voice spectrum
  • larynx
  • vocal strain
  • voice therapy
  • surgical indication
  • singers
  • dysphonia
  • not operate extra

Sources for this job· O*NET 29-1127.00· ESCO/ISCO 2266

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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