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 / 753
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?
Substation technician
19%
#660 / 753
View rankingSubstation technician
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 |
|---|---|---|---|
Switching, the sheet and the lockout.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Bay, the earth and not going in without it.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Oil, the analysis and the one that bites.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Fault, the disconnector and not resetting blind.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Control and not jumping to a yes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Open the right one, and not going in unearthed.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
- switching
- substation sheets
- earths
- bays
- oil
- lockouts
- disconnectors
- not go in unearthed
Sources for this job· O*NET 49-2095.00· ESCO/ISCO 3113