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.
#358 / 653
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?
Family therapist
22%
#411 / 653
View rankingFamily therapist
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 |
|---|---|---|---|
Genogram, the brief and the frame.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Session, the one who speaks for all and the one who stays quiet.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Conflict, the boundary and not taking sides.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The child, the loyalty and not using them as messenger.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The referral, the risk and calling it in time.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they stay, and not taking sides.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
- genogram
- family frame
- joint sessions
- loyalties
- not take sides
- child-risk
- refer
- boundaries
Sources for this job· O*NET 21-1013.00· ESCO/ISCO 2635