Automation index
How much of a Industrial engineer’s job can AI already do?
Simulating a line and drafting a procedure can already be farmed out. Planting it into real shifts cannot.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Industrial engineer
28%
AI can already do 28% of this job.
#102 / 623
View rankingIndustrial 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 |
|---|---|---|---|
Model processes, balances and a first plant layout.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 45% | +9.9 |
Draft procedures, PFDs and operating instructions.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Analyse cost, bottlenecks and OEE from data.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Coordinate suppliers, maintenance and production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Commissioning and plant trials.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Capex calls and industrial-safety liability.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 10% | +1.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Commissioning and plant trials
- ingeniero industrial
- industrial engineer
- procesos industriales
Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141
IS WORK OVER?
Nuclear medicine physician
27%
#168 / 623
View rankingNuclear medicine physician
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 |
|---|---|---|---|
PET, SPECT protocols and a stock report.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Order dose, timing and preparation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Give the isotope and watch the reaction.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Clinic, the cancer that returns and the family.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Quality, waste and radiation protection.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Signing the study and the dose you cannot repeat.EstimateNo 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
Skills and activities
- report PET
- SPECT
- dose isotopes
- nuclear medicine
- radiation protection
- PET protocols
- give radiopharmaceuticals
- nuclear oncology clinic
Sources for this job· O*NET 29-1224.00· ESCO/ISCO 2212