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?
Nuclear engineer
24%
AI can already do 24% of this job.
#267 / 633
View rankingNuclear engineer
Where the time goes
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.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 44% | +7 |
Control room, tests and the set-point.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Licence, the regulator and the safety analyses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Outage, reload and spent fuel.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
The event, safety culture and the report.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Not playing with reactivity, and signing the analysis.EstimateNo 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
Skills and activities
- neutronics
- thermal-hydraulics
- nuclear licence
- reload
- safety analysis
- control room
- spent fuel
- safety culture
Sources for this job· O*NET 17-2161.00· ESCO/ISCO 2149
IS WORK OVER?
Software architect
24%
#258 / 633
View rankingSoftware architect
Where the time goes
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 |
|---|---|---|---|
Diagrams, ADRs and proofs of concept.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, APIs and boundaries.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Team, product and trade-offs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 22% | +4 |
Big incidents and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Security, cost and observability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not designing a castle nobody can run.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 24% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write code
- programming
- software development
- coding
- debug code
- building plans
- renders
- sign a project
- Diagrams, ADRs and proofs of concept
- Review PRs, APIs and boundaries
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2511