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

IS WORK OVER?

22%

AI can already do 22% of this job.

#349 / 633

Special-education teacher

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.

Task	Share	AI	Points
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
Total	100%		22%

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

IS WORK OVER?

33%

#24 / 633

Warehouse operator

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.

Task	Share	AI	Points
Record numbers of units handled or moved, using daily production sheets or work tickets. Estimate No public source provides a precise figure. This is our estimate.	19%	55%	+10.5
Move freight, stock, or other materials to and from storage or production areas, loading docks, delivery vehicles, ships, or containers, by hand or using trucks, tractors, or other equipment. Estimate No public source provides a precise figure. This is our estimate.	18%	28%	+5
Maintain equipment storage areas to ensure that inventory is protected. Estimate No public source provides a precise figure. This is our estimate.	18%	28%	+5
Read work orders or receive oral instructions to determine work assignments or material or equipment needs. Estimate No public source provides a precise figure. This is our estimate.	15%	28%	+4.2
Sort cargo before loading and unloading. Estimate No public source provides a precise figure. This is our estimate.	14%	28%	+3.9
Attach identifying tags to containers or mark them with identifying information. Estimate No public source provides a precise figure. This is our estimate.	12%	28%	+3.4
Install protective devices, such as bracing, padding, or strapping, to prevent shifting or damage to items being transported. Estimate No public source provides a precise figure. This is our estimate.	4%	28%	+1.1
Total	100%		33%

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