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?
Commercial registrar
29%
#69 / 623
View rankingCommercial registrar
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 |
|---|---|---|---|
Review deeds, accounts and appointments.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Entries, notes and the official gazette.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Annual accounts, filings and the registry freeze.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Presenter, notary and the qualification doubt.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Appeals, reports and the directorate.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The commercial folio and the faith of the register.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- qualify deeds
- commercial entries
- annual accounts
- official gazette
- appointments
- registry freeze
- commercial notes
- companies directorate
Sources for this job· O*NET 23-2093.00· ESCO/ISCO 2619