Automation index
How much of a Well driller’s job can AI already do?
A progress log comes earlier. Clean water without collapsing the well do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Well driller
19%
AI can already do 19% of this job.
#534 / 633
View rankingWell driller
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 |
|---|---|---|---|
Location, permit and the progress log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Drill, case and the collapse.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Mud, samples and the geological log.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Yield test, pump and the water analysis.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The owner, the neighbour and the well that will not yield.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Clean water, and not leaving a blind well.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- drill wells
- case
- yield test
- drilling mud
- geological log
- samples
- well pumps
- drilling permits
Sources for this job· O*NET 47-5023.00· ESCO/ISCO 8113
IS WORK OVER?
Data engineer
31%
#36 / 633
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