Automation index

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

A schematic and a layout come earlier. A board that works first time does not.

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

Task comparison

IS WORK OVER?

25%

AI can already do 25% of this job.

#237 / 633

Electronics 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
Schematic, simulation and PCB layout. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Firmware, tests and bench. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Vendors, prototypes and certifications. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Debug EMC and field faults. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Documentation, versioning and quality. Estimate No public source provides a precise figure. This is our estimate.	18%	16%	+2.9
Not sending a blind board to manufacture. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		25%

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

IS WORK OVER?

16%

#614 / 633

Flight attendant

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
Briefing, cabin inventory and flight reports. Estimate No public source provides a precise figure. This is our estimate.	16%	30%	+4.8
Cabin service, sales and requests. Estimate No public source provides a precise figure. This is our estimate.	18%	22%	+4
Safety, demo and emergency procedure. Estimate No public source provides a precise figure. This is our estimate.	20%	8%	+1.6
Conflict and disruptive-passenger handling. Estimate No public source provides a precise figure. This is our estimate.	16%	10%	+1.6
Care for minors, sick passengers and reduced mobility. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Coordination with cockpit and ground. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Total	100%		16%

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