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?
Special-education teacher
22%
AI can already do 22% of this job.
#356 / 643
View rankingSpecial-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.
| Task | Share | AI | Points |
|---|---|---|---|
IEP, aims and coordination.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Classroom, support and the one who overflows.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Family, the report and not selling miracles.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Yard, inclusion and the one left alone.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Staff, resources and fighting for the place.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Really in the group, not on paper.EstimateNo 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
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
IS WORK OVER?
Boiler technician
20%
#478 / 643
View rankingBoiler 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.
| Task | Share | AI | Points |
|---|---|---|---|
Logs, fault codes and spares.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 35% | +5.6 |
Routes, appointments and permits.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Diagnose, open and repair the boiler.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Tune-up, combustion and pressures.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Clients, porters and plant-room access.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Gas, safety and not leaving the building cold.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Logs, fault codes and spares
- Routes, appointments and permits
- Diagnose, open and repair the boiler
- Tune-up, combustion and pressures
- Clients, porters and plant-room access
- calderas
- tecnico de calderas
- calefaccion central
Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7126