IS WORK OVER?

Automation index

How much of a Special-education teacher’s job can AI already do?

An IEP comes earlier. Adapting so they are really in the group do not.

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

Task comparison

Special-education 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
IEP, aims and coordination.
Estimate

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

16%40%+6.4
Classroom, support and the one who overflows.
Estimate

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

18%14%+2.5
Family, the report and not selling miracles.
Estimate

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

16%28%+4.5
Yard, inclusion and the one left alone.
Estimate

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

16%22%+3.5
Staff, resources and fighting for the place.
Estimate

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

18%18%+3.2
Really in the group, not on paper.
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

  • IEP
  • classroom support
  • family reports
  • inclusion
  • the yard
  • resources
  • places
  • overflow

Sources for this job· O*NET 25-2051.00· ESCO/ISCO 2352

Veterinary technician

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
Charts, bookings and drug stock.
Estimate

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

16%32%+5.1
Hold, place lines and assist in theatre.
Estimate

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

22%10%+2.2
Labs, X-rays and samples.
Estimate

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

16%18%+2.9
Talk to owners and explain discharge.
Estimate

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

16%22%+3.5
Cages, cleaning and hospitalisation.
Estimate

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

16%16%+2.6
Bites, zoonoses and not leaving an animal.
Estimate

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

14%14%+2
Total100%18%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • Charts, bookings and drug stock
  • Hold, place lines and assist in theatre
  • Labs, X-rays and samples
  • Talk to owners and explain discharge
  • Cages, cleaning and hospitalisation
  • Bites, zoonoses and not leaving an animal
  • tecnico veterinario
  • auxiliar veterinario
  • vet tech

Sources for this job· O*NET 29-2056.00· ESCO/ISCO 3240

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