Automation index
How much of a Kayak guide’s job can AI already do?
A flow report comes earlier. Taking the group without flipping in the rapid do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Kayak guide
19%
AI can already do 19% of this job.
#507 / 643
View rankingKayak guide
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 |
|---|---|---|---|
Flow, kit and the briefing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Water, the novice and the one who flips.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Rescue, the rope and not losing anyone.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Rapid, the yes or no and aborting.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The cold, the wetsuit and not pushing the grade.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Without flipping the group, and whole to the take-out.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
- flow
- river rescue
- rapids
- wetsuit
- kayak novices
- rope
- river briefing
- flip
Sources for this job· O*NET 39-7011.00· ESCO/ISCO 5113
IS WORK OVER?
Bus driver
15%
#630 / 643
View rankingBus 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 |
|---|---|---|---|
Run sheet, logs and clocking.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Drive the route or the charter.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Stops, accessibility and fare or validation.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 10% | +1.8 |
Incidents, diversions and passenger care.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Pre-trip check and defect reports.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Shifts, fatigue and driving rules.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 15% | +2.1 |
| Total | 100% | 15% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- drive
- route
- load goods
- Run sheet, logs and clocking
- Drive the route or the charter
- Incidents, diversions and passenger care
- Pre-trip check and defect reports
- Shifts, fatigue and driving rules
- conductor de autobus
- bus driver
Sources for this job· O*NET 53-3052.00· ESCO/ISCO 8331