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?
Solar installer
21%
#420 / 623
View rankingSolar installer
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 |
|---|---|---|---|
Roof study, shade and quote.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 42% | +7.6 |
Permits, reports and orders.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Fit structure, modules and cabling on roofs.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Inverter, commissioning and measurements.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
Heights, anchors and weather.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
Client, community and easements.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Roof study, shade and quote
- Permits, reports and orders
- Inverter, commissioning and measurements
- Heights, anchors and weather
- Client, community and easements
- placas solares
- instalador fotovoltaico
- solar installer
Sources for this job· O*NET 47-2231.00· ESCO/ISCO 7411