Automation index
How much of a Poultry farmer’s job can AI already do?
A shed protocol comes earlier. The shed not collapsing and the flock coming out whole do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Poultry farmer
22%
AI can already do 22% of this job.
#323 / 623
View rankingPoultry farmer
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 |
|---|---|---|---|
Climate, ration and the mortality log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Shed, vaccines and the flock that turns.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Collection, eggs or birds and the plant.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Biosecurity, the visitor and the lorry.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The price, the integrator and not dressing deaths.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
The whole flock, and not pushing density.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- poultry sheds
- mortality
- vaccinate flocks
- biosecurity
- the integrator
- egg collection
- shed climate
- density
Sources for this job· O*NET 45-2021.00· ESCO/ISCO 6122
IS WORK OVER?
Data engineer
31%
#36 / 623
View rankingData 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 |
|---|---|---|---|
Design pipelines, models and orchestration.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 50% | +12 |
Write SQL, Spark and data tests.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 45% | +8.1 |
Incidents, quality and lineage in production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Talk to analysts and negotiate data contracts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Cloud cost, permissions and PII.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Decide architecture and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 20% | +2.4 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Design pipelines, models and orchestration
- Write SQL, Spark and data tests
- Cloud cost, permissions and PII
- Decide architecture and technical debt
- ingeniero de datos
- data engineer
- etl
Sources for this job· O*NET 15-1243.00· ESCO/ISCO 2511