Automation index

How much of a Heritage interpreter’s job can AI already do?

A tour script comes earlier. Them looking at the stone and not just the phone do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

22%

AI can already do 22% of this job.

#429 / 773

Heritage interpreter

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
Script, the group and the time. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Room, the question and the one who will not listen. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
The piece, the context and not making it up. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
School group, the yard and getting them to touch carefully. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The director, capacity and not overcrowding. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they look at the stone, and not just the phone. Estimate No 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

IS WORK OVER?

27%

#192 / 773

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