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?
Radiation therapist
24%
#283 / 623
View rankingRadiation therapist
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 |
|---|---|---|---|
Plan, IGRT and the day’s set-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Immobilise, tattoo and treat fraction by fraction.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 12% | +2.6 |
Check images, shifts and call the physician.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Side effects, the patient who cries and the wait.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Machine QA and alarms.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Today’s dose and not irradiating the wrong thing.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 24% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- set up for RT
- IGRT
- immobilise patients
- deliver fractions
- linac QA
- reference tattoos
- shifts
- radiotherapy
Sources for this job· O*NET 29-1124.00· ESCO/ISCO 3211