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?

27%

AI can already do 27% of this job.

#190 / 633

Trader

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. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Execute, slippage and the one who panics. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Limits, risk and not blowing them. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Close, P&L and not hiding the loss. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The rumour, the news and not chasing. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Execute clean, and not blowing the price. Estimate No 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

IS WORK OVER?

28%

#104 / 633

Tax inspector

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
Data matching, returns and sampling. Estimate No public source provides a precise figure. This is our estimate.	18%	52%	+9.4
Requests, minutes and the proposal. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The visit, the second till and what is not in the sheet. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Objections, appeals and the tax tribunal. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The team, deadlines and the file that slips. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
A fair adjustment and signing the minute. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		28%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low