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

Executive chef

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
Menus, dish sheets and food cost.
Estimate

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

18%38%+6.8
Orders, suppliers and waste.
Estimate

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

16%28%+4.5
Pass, plating and service pace.
Estimate

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

20%10%+2
Lead the brigade, shifts and conflicts.
Estimate

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

16%12%+1.9
Cook on the line and correct doneness.
Estimate

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

16%15%+2.4
Hygiene, audits and the house’s name.
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

  • cook
  • mise en place
  • dishes
  • bake
  • Menus, dish sheets and food cost
  • Orders, suppliers and waste
  • Pass, plating and service pace
  • Lead the brigade, shifts and conflicts
  • Cook on the line and correct doneness
  • Hygiene, audits and the house’s name

Sources for this job· O*NET 35-1011.00· ESCO/ISCO 3434

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