IS WORK OVER?

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

Kayak 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.

TaskShareAIPoints
Flow, kit and the briefing.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Water, the novice and the one who flips.
Estimate

No public source provides a precise figure. This is our estimate.

22%8%+1.8
Rescue, the rope and not losing anyone.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Rapid, the yes or no and aborting.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The cold, the wetsuit and not pushing the grade.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
Without flipping the group, and whole to the take-out.
Estimate

No public source provides a precise figure. This is our estimate.

14%12%+1.7
Total100%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

Small-hydro 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.

TaskShareAIPoints
Flow, set-point and the log.
Estimate

No public source provides a precise figure. This is our estimate.

16%32%+5.1
Turbine, the bearing and the one that sounds.
Estimate

No public source provides a precise figure. This is our estimate.

22%8%+1.8
Gate, the jam and the log.
Estimate

No public source provides a precise figure. This is our estimate.

16%22%+3.5
Low flow, the river and not forcing it.
Estimate

No public source provides a precise figure. This is our estimate.

16%28%+4.5
The flood, the spill and not leaving it open.
Estimate

No public source provides a precise figure. This is our estimate.

16%18%+2.9
That it spins, and not dry.
Estimate

No public source provides a precise figure. This is our estimate.

14%12%+1.7
Total100%19%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • turbinable flow
  • bearings
  • gates
  • low flow
  • spills
  • small hydro
  • turbine logs
  • jams

Sources for this job· O*NET 51-8013.00· ESCO/ISCO 3131

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