IS WORK OVER?

Automation index

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

A speech engine comes earlier. Leaving a faithful text without inventing do not.

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

Task comparison

Transcriber

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
Audio, markers and the shift.
Estimate

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

18%48%+8.6
Transcribe, the one who mumbles and the name.
Estimate

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

16%40%+6.4
Check, timestamps and not inventing.
Estimate

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

16%22%+3.5
Deadline, the urgent and not delivering dirty.
Estimate

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

16%28%+4.5
Confidentiality, the hearing and not leaking.
Estimate

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

18%14%+2.5
Faithful text, and not inventing.
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

  • transcribe audio
  • timestamps
  • proper names
  • mumbles
  • transcription deadlines
  • confidentiality
  • markers
  • review

Sources for this job· O*NET 43-9022.00· ESCO/ISCO 4131

Maths teacher

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, the worksheet and the typical error.
Estimate

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

16%40%+6.4
Board, the silence and the one who is lost.
Estimate

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

18%14%+2.5
Exam, the markscheme and not giving the pass away.
Estimate

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

16%28%+4.5
Resit, the one who quits and not leaving them.
Estimate

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

16%22%+3.5
The family, 'I was bad at it too', and not shutting the door.
Estimate

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

18%18%+3.2
That they understand, and not copying the answer.
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

  • maths worksheets
  • the board
  • typical errors
  • maths exams
  • resits
  • markscheme
  • algebra
  • problems

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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