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?
Radio host
22%
#347 / 623
View rankingRadio host
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 |
|---|---|---|---|
Rundown, clips and a first script.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
On air, interviews and a silence that weighs.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 12% | +2.4 |
Guests, producer and real time.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Edit, podcast and the show’s socials.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Voice, shifts and not going blank.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not saying something you cannot take back.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Rundown, clips and a first script
- Guests, producer and real time
- Edit, podcast and the show’s socials
- Voice, shifts and not going blank
- Not saying something you cannot take back
- locutor
- locutora
- radio host
Sources for this job· O*NET 27-3011.00· ESCO/ISCO 2656