Automation index
How much of a PCB technician’s job can AI already do?
A gerber comes earlier. The board coming out without an open track do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
PCB technician
22%
AI can already do 22% of this job.
#393 / 643
View rankingPCB technician
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 |
|---|---|---|---|
Gerber, stack-up and the batch.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Etch, drill and the one that drifts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
AOI, the bridge and stopping.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Assemble, the oven and the one that warps.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
The client, the deadline and not skipping AOI.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
The board comes out, and the track whole.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- gerber
- stack-up
- AOI
- drill
- tracks
- solder oven
- bridges
- PCB batches
Sources for this job· O*NET 51-2022.00· ESCO/ISCO 3113
IS WORK OVER?
Data engineer
31%
#36 / 643
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