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.
#248 / 633
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?
Health information technician
31%
#43 / 633
View rankingHealth information 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 |
|---|---|---|---|
Code ICD, the discharge set and the episode.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Filing, scanning and the missing record.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Loans, copies and the judge who wants the file.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Documentation emergencies and the discharge that will not close.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Data quality, audits and billing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Confidentiality and not losing the record.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- code ICD-10
- discharge dataset
- file records
- loan records
- health documentation
- scan reports
- clinical data quality
- confidentiality
Sources for this job· O*NET 29-2072.00· ESCO/ISCO 3252