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?
Systems administrator
27%
#127 / 623
View rankingSystems administrator
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 |
|---|---|---|---|
Automate accounts, backups and patches.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Document, inventory and alerts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Incidents, outages and on-call.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Install, cable and touch hardware.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Permissions, security and difficult users.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Decide what patches and what waits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Automate accounts, backups and patches
- Document, inventory and alerts
- Incidents, outages and on-call
- Install, cable and touch hardware
- Permissions, security and difficult users
- Decide what patches and what waits
- sysadmin
- administrador de sistemas
- sistemas linux
Sources for this job· O*NET 15-1244.00· ESCO/ISCO 2522