Automation index
How much of a Tow-truck driver’s job can AI already do?
A call and a route come earlier. Hooking on the hard shoulder without making the crash worse do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Tow-truck driver
20%
AI can already do 20% of this job.
#439 / 623
View rankingTow-truck driver
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 |
|---|---|---|---|
Call, route and the vehicle type.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 36% | +5.8 |
Hard shoulder, hook and traffic that will not stop.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Hydraulics, bed and the low car that scrapes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Garage, the note and the client who argues.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Night, rain and not becoming the next crash.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not making the crash worse, and signing the hook.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 20% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- hook vehicles
- hard shoulder
- the bed
- recovery calls
- crane hydraulics
- recovery notes
- traffic
- low cars
Sources for this job· O*NET 53-3032.00· ESCO/ISCO 8332
IS WORK OVER?
Data engineer
31%
#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