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?
Writer
27%
#151 / 623
View rankingWriter
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 |
|---|---|---|---|
Research, document and outline plots.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 45% | +9.9 |
Draft chapters and variants.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 38% | +7.6 |
Rewrite with an editor and your own taste.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Readings, fairs and reader relations.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
Contracts, agent and book promotion.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
Find the voice and decide what ships.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Research, document and outline plots
- Draft chapters and variants
- Rewrite with an editor and your own taste
- Readings, fairs and reader relations
- Contracts, agent and book promotion
- Find the voice and decide what ships
- escritor
- escritora
- novelista
- writer novelist
Sources for this job· O*NET 27-3043.00· ESCO/ISCO 2641