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

Art director

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
Moodboards, layouts and a first view.
Estimate

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

18%40%+7.2
Direct designers, photo and retouch.
Estimate

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

16%28%+4.5
Client, brand and not saying yes to everything.
Estimate

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

16%22%+3.5
Production, print and digital.
Estimate

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

16%18%+2.9
Present, defend and cut.
Estimate

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

18%16%+2.9
Not signing something that does not hold.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • Moodboards, layouts and a first view
  • Direct designers, photo and retouch
  • Production, print and digital
  • Present, defend and cut
  • Not signing something that does not hold
  • director de arte
  • art director

Sources for this job· O*NET 27-1011.00· ESCO/ISCO 2166

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