Automation index
How much of a Ambulance driver’s job can AI already do?
A call and a route come earlier. Arriving in one piece and not making the patient worse do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Ambulance driver
18%
AI can already do 18% of this job.
#561 / 633
View rankingAmbulance 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 |
|---|---|---|---|
Calls, routes and service logs.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Drive urgent, park and help the technician.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 10% | +2.2 |
Stretcher, transfer and family.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Cleaning, kit and handovers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Hospital, ICU and times.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 16% | +2.6 |
Not arriving late to a heart attack.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 14% | +2 |
| Total | 100% | 18% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- drive
- route
- load goods
- Calls, routes and service logs
- Drive urgent, park and help the technician
- Stretcher, transfer and family
- Cleaning, kit and handovers
- Hospital, ICU and times
- Not arriving late to a heart attack
- conductor de ambulancia
Sources for this job· O*NET 53-3011.00· ESCO/ISCO 8322
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