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?
CISO
25%
#217 / 623
View rankingCISO
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 |
|---|---|---|---|
Risks, policies and the control map.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 44% | +7 |
The incident, the board and talk to press or not.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Budget, vendors and cyber insurance.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Audit, ISO and briefing the board.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The business that wants to ship now, and the no.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Ride out the incident, and not lying to the board.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- risk map
- security policies
- handle incidents
- ISO 27001
- cyber insurance
- brief the board
- say no to the business
- security controls
Sources for this job· O*NET 11-3021.00· ESCO/ISCO 1330