Automation index

How much of a Competition officer’s job can AI already do?

An inspection brief comes earlier. Catching the cartel without leaking to the paper 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.

#222 / 763

Competition officer

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
File, the market and the lead. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Inspection, the email and the one that is deleted. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Cartel, the evidence and not stretching it. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Fine, proportion and not sinking extra. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The board, the note and not leaking. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Catch the cartel, and not leaking. 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?

27%

#185 / 763

QA automation engineer

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
Test, the selector and the flake. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Pipeline, the green and the one that lies. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Bug, the repro and not closing it blind. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Data, the environment and not sharing prod. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The developer, the rush and not skipping the one that fails. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Catch the bug, and not painting a lying green. 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