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?
Intensivist
20%
#450 / 623
View rankingIntensivist
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 |
|---|---|---|---|
Protocols, scores and the on-call plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Airway, vasopressors and the patient who crashes.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Ventilation, balances and taking the tube out.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Bedside ultrasound and ICU procedures.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Family, limits and the yes or no to admission.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
On-call, the error and owning the bed.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- intubate
- ICU ventilation
- vasopressors
- difficult airway
- bedside ultrasound
- limit treatment
- ICU scores
- extubate
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212