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

Plastic surgeon

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
Plan, photos and informed consent.
Estimate

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

16%36%+5.8
Operate: flaps, implants and burns.
Estimate

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

22%8%+1.8
Pre-op, markings and what you can actually promise.
Estimate

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

16%22%+3.5
Post-op, dressings and reviewing the result.
Estimate

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

16%28%+4.5
Emergencies: hand, face and the lip that will not close.
Estimate

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

16%18%+2.9
Aesthetics, reconstruction and signing what is cut.
Estimate

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

14%10%+1.4
Total100%20%

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

Skills and activities

  • plastic surgery
  • flaps
  • implants
  • burns
  • hand surgery
  • pre-op marking
  • post-op dressings
  • reconstruction

Sources for this job· O*NET 29-1242.00· ESCO/ISCO 2212

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