Automation index
How much of a Production engineer’s job can AI already do?
An OEE and a sequencer come earlier. Getting the shift out without stopping the line for nothing do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Production engineer
25%
AI can already do 25% of this job.
#233 / 623
View rankingProduction 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 |
|---|---|---|---|
OEE, sequence and the shift plan.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Line, changeovers and the micro-stop.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Layout, times and the work standard.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Supervisors, unions and the shift that turns.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
In-line quality and the batch that cannot ship.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Hit the plan, and not dressing the OEE.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- OEE
- sequence production
- changeovers
- layout
- work standards
- micro-stops
- shift plan
- in-line quality
Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141
IS WORK OVER?
Neonatologist
20%
#454 / 623
View rankingNeonatologist
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 |
|---|---|---|---|
Protocols, charts and the preterm plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Delivery-room resuscitation and the first hour.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Neonatal ventilation, nutrition and the line.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Ultrasound, jaundice and the day’s tests.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Parents, the breast and the news nobody wants.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
On-call, the gram and owning the cot.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- resuscitate newborns
- NICU
- neonatal ventilation
- care for preterms
- umbilical line
- talk to parents
- jaundice
- the first hour
Sources for this job· O*NET 29-1221.00· ESCO/ISCO 2212