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.
#436 / 773
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?
Security engineer
27%
#195 / 773
View rankingSecurity engineer
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 |
|---|---|---|---|
Control, the risk and the ticket.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Hole, the patch and the one still open.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Exception, the deadline and not leaving it for ever.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Identity, the privilege and not giving admin out of habit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The business, the rush and not opening the port 'for a moment'.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Close the hole, and not leaving the exception.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- security controls
- patches
- exceptions
- privileges
- ports
- identities
- not give admin
- holes
Sources for this job· O*NET 15-1212.00· ESCO/ISCO 2529