Automation index

How much of a Adult literacy tutor’s job can AI already do?

A syllables sheet comes earlier. Them reading a contract without being ashamed 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.

#375 / 773

Adult literacy tutor

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
Level, the sheet and the one who did not come. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Reading, the contract and the small print. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Writing, the form and not doing it for them. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Group, the shame and not exposing them. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The council, the grant and not inflating attendance. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they read the contract, and not being ashamed. 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