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?
Aircraft mechanic
23%
#303 / 623
View rankingAircraft mechanic
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 |
|---|---|---|---|
Read the manual, bulletins and the work order.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Inspect, strip, adjust and refit systems.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Diagnosis, parts and functional tests.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Logs, CRS and traceability of the job.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Hangar, line and coordination with crew and ops.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Licence, stamp and airworthiness liability.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 10% | +1.4 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- maintain aircraft
- inspect airframes
- replace components
- sign CRS
- aircraft diagnosis
- functional tests
- read service bulletins
- airworthiness
Sources for this job· O*NET 49-3011.00· ESCO/ISCO 7232