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.
#190 / 623
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?
Historian
25%
#227 / 623
View rankingHistorian
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 |
|---|---|---|---|
Search, transcribe and sort sources.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Draft chapters, cards and bibliography.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 38% | +6.8 |
Archive work and source criticism.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Argue the thesis and debate peers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Teaching, outreach and museums.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Choose the cut and the question.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Search, transcribe and sort sources
- Draft chapters, cards and bibliography
- Archive work and source criticism
- Argue the thesis and debate peers
- Teaching, outreach and museums
- Choose the cut and the question
- historiador
- historian
Sources for this job· O*NET 19-3093.00· ESCO/ISCO 2633