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 / 713
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?
Bodyguard
19%
#564 / 713
View rankingBodyguard
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 |
|---|---|---|---|
Route, advances and the vehicle.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Street, the gap and the one who comes close.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Premises, the exits and not drinking.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Threat, the note and calling it in.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The client, the whim and not yielding security.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Cover the body, and not playing the hero.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- escort routes
- advances
- the vehicle
- premises exits
- threats
- not drink on duty
- gaps
- cover
Sources for this job· O*NET 33-9032.00· ESCO/ISCO 5414