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?
Franchise consultant
27%
#145 / 623
View rankingFranchise consultant
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 |
|---|---|---|---|
Pack, numbers and the profile.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Candidate, the unit and the one without capital.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Contract, royalties and not hiding them.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Opening, the plan and the one who is late.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The network, the clash and not selling occupied territories.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Understand the risk, and not buying a dream.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
- franchise packs
- royalties
- units
- capital
- openings
- territories
- contracts
- candidate profiles
Sources for this job· O*NET 13-1111.00· ESCO/ISCO 2421