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?
Tourist-office officer
27%
#184 / 623
View rankingTourist-office officer
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 |
|---|---|---|---|
Map, diary and the counter.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
The one with no language, the one who argues and the one with no booking.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Events, capacity and the one that cancels.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Data, survey and not inflating visitors.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The council, the shops and not only selling the centre.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Happy, and not lost.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
- tourist counter
- maps
- events diary
- capacity
- surveys
- bookings
- visitors
- the council
Sources for this job· O*NET 41-3041.00· ESCO/ISCO 4221