Automation index

How much of a Requirements engineer’s job can AI already do?

A backlog comes earlier. The system doing what is needed, not what the loudest asked, 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.

#187 / 763

Requirements 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
Workshop, the actor and the requirement. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Conflict, the loudest and not swallowing it. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Criterion, the test and not leaving it vague. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Change, the impact and not hiding it. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The project lead, the deadline and not cutting the one that matters. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That it is needed, and not the loudest one's. 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?

22%

#378 / 763

Embedded developer

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
Firmware, the peripheral and the buffer. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Field, the hang and the log that is not there. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Watchdog, the reset and not leaving it blind. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Draw, the battery and not sleeping it wrong. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Hardware, the revision and not fighting the pin. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That it does not hang, and not leaving the watchdog blind. 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