Automation index
How much of a Maths teacher’s job can AI already do?
A worksheet comes earlier. Them understanding the problem without copying the answer do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Maths teacher
22%
AI can already do 22% of this job.
#448 / 753
View rankingMaths 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 |
|---|---|---|---|
Plan, the worksheet and the typical error.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Board, the silence and the one who is lost.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Exam, the markscheme and not giving the pass away.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Resit, the one who quits and not leaving them.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The family, 'I was bad at it too', and not shutting the door.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That they understand, and not copying the answer.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
- maths worksheets
- the board
- typical errors
- maths exams
- resits
- markscheme
- algebra
- problems
Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330
IS WORK OVER?
District heating engineer
22%
#398 / 753
View rankingDistrict heating 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 |
|---|---|---|---|
Balance, flows and the loss.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Chamber, the leak and the one that weeps.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Substation, the valve and the one that will not open.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Winter, the last block and not leaving it cold.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The council, the tariff and not hiding the loss.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That the heat arrives, and not hiding the loss.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
- heat balances
- flows
- network losses
- chambers
- heat substations
- the last block
- tariffs
- leaks
Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149