Automation index
How much of a Kitchen fitter’s job can AI already do?
A 3D plan comes earlier. Doors that shut without showing the misalignment do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Kitchen fitter
20%
AI can already do 20% of this job.
#458 / 633
View rankingKitchen fitter
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 |
|---|---|---|---|
Plan, measures and the module breakdown.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Level, hang and the plinth that will not reach.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Worktop, sink and the edge that chips.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Appliances, openings and the service visit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The client, the tap change and the extra day.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Doors that shut, and not leaving the misalignment.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- fit kitchens
- level modules
- worktops
- hang units
- plinths
- appliance housings
- sinks
- breakdown
Sources for this job· O*NET 47-2031.00· ESCO/ISCO 7115
IS WORK OVER?
Data engineer
31%
#36 / 633
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