Automation index

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

A core model comes earlier. Running the plant and not playing with reactivity do not.

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

Task comparison

IS WORK OVER?

24%

AI can already do 24% of this job.

#267 / 633

Nuclear 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
Neutronics, thermal-hydraulics and the file. Estimate No public source provides a precise figure. This is our estimate.	16%	44%	+7
Control room, tests and the set-point. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Licence, the regulator and the safety analyses. Estimate No public source provides a precise figure. This is our estimate.	16%	36%	+5.8
Outage, reload and spent fuel. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
The event, safety culture and the report. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
Not playing with reactivity, and signing the analysis. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		24%

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

IS WORK OVER?

27%

#152 / 633

Billing clerk

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
Orders, delivery notes and the invoice. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
VAT, withholdings and the one that does not square. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Credit notes, the credit and the client who argues. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Close, the immediate supply and the deadline. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Sales, the extra and not over-billing. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
The right invoice, and not blocking the client. 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