Automation index
How much of a Dairy technician’s job can AI already do?
A count and a pH come earlier. The batch pasteurising without splitting do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Dairy technician
27%
AI can already do 27% of this job.
#186 / 633
View rankingDairy technician
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 |
|---|---|---|---|
Count, pH and milk intake.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Pasteurise, the batch and the one that splits.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Cultures, yoghurt or cheese and the recipe.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
CIP, quality and the health report.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The farmer, the tank and not mixing the sour.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it pasteurises, and not splitting the batch.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
- milk intake
- pasteurise
- dairy pH
- cultures
- CIP
- bacterial count
- tanks
- yoghurt batches
Sources for this job· O*NET 51-3092.00· ESCO/ISCO 7513
IS WORK OVER?
Cloud architect
28%
#82 / 633
View rankingCloud 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 a first IaC pass.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 48% | +10.6 |
Cost estimate, Well-Architected and gaps.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Review PRs, security and network.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 20% | +3.2 |
Align with security, finops and product.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
PoCs, real failures and vendor limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Sign the design and own the incident.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- building plans
- renders
- sign a project
- Diagrams, ADRs and a first IaC pass
- Cost estimate, Well-Architected and gaps
- Review PRs, security and network
- Align with security, finops and product
- PoCs, real failures and vendor limits
- Sign the design and own the incident
- arquitecto cloud
Sources for this job· O*NET 15-1243.01· ESCO/ISCO 2511