Automation index
How much of a Embryologist’s job can AI already do?
A time-lapse comes earlier. Picking the embryo without mixing the file do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Embryologist
19%
AI can already do 19% of this job.
#503 / 643
View rankingEmbryologist
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 |
|---|---|---|---|
Retrieval, oocytes and the culture.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
ICSI, the sperm and the one that will not fertilise.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Time-lapse, the grade and picking.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Transfer, the catheter and not losing the embryo.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The file, the double check and not mixing couples.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Pick it, and not mixing the file.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- oocytes
- ICSI
- embryo culture
- time-lapse
- transfer
- double check
- egg retrieval
- embryo grade
Sources for this job· O*NET 29-2011.00· ESCO/ISCO 2131
IS WORK OVER?
Industrial engineer
28%
#102 / 643
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