Automation index
How much of a Trader’s job can AI already do?
An order book comes earlier. Executing without blowing the price do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Trader
27%
AI can already do 27% of this job.
#228 / 753
View rankingTrader
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 |
|---|---|---|---|
Book, liquidity and the ticket.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Execute, slippage and the one who panics.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Limits, risk and not blowing them.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Close, P&L and not hiding the loss.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The rumour, the news and not chasing.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Execute clean, and not blowing the price.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
- order book
- slippage
- risk limits
- P&L
- liquidity
- tickets
- the close
- news
Sources for this job· O*NET 41-3031.00· ESCO/ISCO 3311
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