IS WORK OVER?

Automation index

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

A genogram comes earlier. Sitting with everyone in the same room without them walking out do not.

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

Task comparison

Family therapist

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
Genogram, the brief and the frame.
Estimate

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

16%40%+6.4
Session, the one who speaks for all and the one who stays quiet.
Estimate

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

18%14%+2.5
Conflict, the boundary and not taking sides.
Estimate

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

16%28%+4.5
The child, the loyalty and not using them as messenger.
Estimate

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

16%22%+3.5
The referral, the risk and calling it in time.
Estimate

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

18%18%+3.2
That they stay, and not taking sides.
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

  • genogram
  • family frame
  • joint sessions
  • loyalties
  • not take sides
  • child-risk
  • refer
  • boundaries

Sources for this job· O*NET 21-1013.00· ESCO/ISCO 2635

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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