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

Aerospace 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
Bench, the protocol and the torque.
Estimate

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

16%32%+5.1
Part, the lockwire and the one left loose.
Estimate

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

22%8%+1.8
NDT, the crack and not hiding it.
Estimate

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

16%22%+3.5
Engine, the run and the one that does not fit.
Estimate

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

16%28%+4.5
The engineer, the rush and not signing half done.
Estimate

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

16%18%+2.9
Torque it, and not leaving the lockwire loose.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • test bench
  • torque
  • lockwire
  • aerospace NDT
  • engine runs
  • protocols
  • cracks
  • not sign half done

Sources for this job· O*NET 17-3021.00· ESCO/ISCO 3115

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