Automation index
How much of a Data engineer’s job can AI already do?
A pipeline and a diagram sketch. Keeping it up at 3 a.m., with PII and a four-hour job, does not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Data engineer
31%
AI can already do 31% of this job.
#36 / 623
View rankingData engineer
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 |
|---|---|---|---|
Design pipelines, models and orchestration.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 50% | +12 |
Write SQL, Spark and data tests.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 45% | +8.1 |
Incidents, quality and lineage in production.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Talk to analysts and negotiate data contracts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Cloud cost, permissions and PII.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Decide architecture and technical debt.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 20% | +2.4 |
| Total | 100% | 31% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Design pipelines, models and orchestration
- Write SQL, Spark and data tests
- Cloud cost, permissions and PII
- Decide architecture and technical debt
- ingeniero de datos
- data engineer
- etl
Sources for this job· O*NET 15-1243.00· ESCO/ISCO 2511
IS WORK OVER?
Fashion model
15%
#615 / 623
View rankingFashion model
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 |
|---|---|---|---|
Online castings, cards and diary.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Contracts, agency and invoices.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 22% | +3.1 |
Pose, walk and last the set.EstimateNo public source provides a precise figure. This is our estimate. | 24% | 6% | +1.4 |
Care for body, skin and energy.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 8% | +1.3 |
Photographer, stylist and brand.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Public image and personal limits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 15% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Online castings, cards and diary
- Contracts, agency and invoices
- Pose, walk and last the set
- Care for body, skin and energy
- Photographer, stylist and brand
- Public image and personal limits
- modelo de moda
- fashion model
- maniqui
Sources for this job· O*NET 41-9012.00· ESCO/ISCO 5241