Automation index
How much of a Data architect’s job can AI already do?
A lake diagram comes earlier. Data that can be used, and does not rot, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Data architect
28%
AI can already do 28% of this job.
#83 / 623
View rankingData 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 |
|---|---|---|---|
Models, lineage and the catalogue.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Pipelines, quality and the data contract.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The analyst who finds nothing and the mess.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Privacy, retention and the field you cannot keep.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The business, shadow IT and not building another lake.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it gets used, and not letting raw data rot.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- model data
- lineage
- data catalogue
- data contracts
- pipeline quality
- retention
- data lakes
- privacy
Sources for this job· O*NET 15-1243.00· ESCO/ISCO 2511
IS WORK OVER?
Naval architect
25%
#240 / 623
View rankingNaval 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 |
|---|---|---|---|
Stability, strength and hull forms.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Drawings, specs and class rules.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Yard, sea trials and owner.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Systems, machinery and onboard safety.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Rules, IMO and documentation.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 16% | +2.9 |
Sign a hull that will not break.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- building plans
- renders
- sign a project
- Stability, strength and hull forms
- Drawings, specs and class rules
- Yard, sea trials and owner
- Systems, machinery and onboard safety
- Rules, IMO and documentation
- Sign a hull that will not break
- ingeniero naval
Sources for this job· O*NET 17-2121.00· ESCO/ISCO 2144