IS WORK OVER?

Automation index

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

A needs report comes earlier. Changing what happens in the classroom without over-labelling do not.

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

Task comparison

Educational psychologist

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
Assessment, tests and the report.
Estimate

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

16%40%+6.4
Classroom, the teacher and what actually happens.
Estimate

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

18%14%+2.5
Family, the pushback and not blaming.
Estimate

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

16%28%+4.5
Adjustment, the resource and fighting for the place.
Estimate

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

16%22%+3.5
Staff, the label and not hanging it extra.
Estimate

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

18%18%+3.2
Change the classroom, and not labelling.
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

  • needs reports
  • curriculum adjustments
  • psychopedagogical assessment
  • the classroom
  • staff meeting
  • SEN resources
  • the family
  • not label

Sources for this job· O*NET 19-3031.00· ESCO/ISCO 2634

Sports physiotherapist

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
Injury, the test and the note.
Estimate

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

16%40%+6.4
Pitch, the move and the one who lies about pain.
Estimate

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

18%14%+2.5
Gym, the load and not rushing.
Estimate

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

16%28%+4.5
Sunday, the coach and not yielding.
Estimate

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

16%22%+3.5
The press, the rumour and not leaking.
Estimate

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

18%18%+3.2
If they play Sunday, sign it. And not burning them.
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

  • return to play
  • injury notes
  • gym load
  • sport-specific move
  • Sunday clearance
  • the coach
  • not yield
  • not leak

Sources for this job· O*NET 29-1123.00· ESCO/ISCO 2264

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