Automation index
How much of a Education specialist’s job can AI already do?
A curriculum design and a report come earlier. Actually changing a school does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Education specialist
25%
AI can already do 25% of this job.
#256 / 663
View rankingEducation specialist
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 |
|---|---|---|---|
Design schemes, rubrics and assessments.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Reports, diagnoses and school plans.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Train staff and accompany teams.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Observe class and feed back with care.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Families, inspectorate and EU projects.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 16% | +2.9 |
Not selling pedagogical fashion without a classroom.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Design schemes, rubrics and assessments
- Reports, diagnoses and school plans
- Train staff and accompany teams
- Observe class and feed back with care
- Families, inspectorate and EU projects
- pedagogo
- pedagoga
- education specialist
Sources for this job· O*NET 25-9031.00· ESCO/ISCO 2351
IS WORK OVER?
Biomedical equipment technician
19%
#565 / 663
View rankingBiomedical equipment 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 |
|---|---|---|---|
Ticket, the inventory and the calibration.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
ICU, the ventilator and not switching off the one that is ventilating.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Theatre, the stack and the one that fails at induction.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Part, the spare and the one that does not arrive.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The clinician, the rush and not leaving the kit half done.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
That it works at three, and signing the calibration.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- calibrate biomedical kit
- ventilators
- theatre stacks
- clinical inventory
- spares
- ICU
- not switch off the one ventilating
- tickets
Sources for this job· O*NET 49-9062.00· ESCO/ISCO 3211