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 / 633
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?
Game designer
26%
#199 / 633
View rankingGame designer
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 |
|---|---|---|---|
GDD, flows and economy tables.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Leveling, quests and tutorial copy.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Playtest, telemetry and reading frustration.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Align art, engineering and production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Cut systems and defend the feel.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Decide what the game is, and is not.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- design interfaces
- prototypes
- figma
- GDD, flows and economy tables
- Leveling, quests and tutorial copy
- Align art, engineering and production
- Cut systems and defend the feel
- Decide what the game is, and is not
- game designer
- diseñador de videojuegos
Sources for this job· O*NET 15-1255.00· ESCO/ISCO 2166