IS WORK OVER?

Automation index

How much of a Mountain guide’s job can AI already do?

An avalanche report comes earlier. Taking the group and coming down whole do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Mountain 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
Report, route and the kit.
Estimate

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

16%32%+5.1
Walk, pace and the one who drops.
Estimate

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

22%8%+1.8
Ground, snow and the yes or no to go on.
Estimate

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

16%22%+3.5
Bivouac, the surprise and not improvising anchors.
Estimate

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

16%28%+4.5
The client, the ego and not pushing the summit.
Estimate

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

16%18%+2.9
Come down whole, and not trusting the report alone.
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

  • avalanche reports
  • mountain routes
  • group pace
  • bivouac
  • anchors
  • ground
  • summit
  • mountain kit

Sources for this job· O*NET 39-7011.00· ESCO/ISCO 5113

Farrier

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
Hoof, balance and the animal’s card.
Estimate

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

16%32%+5.1
Trim, nail and the one that will not stand.
Estimate

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

22%8%+1.8
Forge, the made shoe and the trim.
Estimate

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

16%22%+3.5
Lameness, the vet and not blaming the shoe.
Estimate

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

16%28%+4.5
The yard, the owner and the one who does not pay.
Estimate

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

16%18%+2.9
Not lame, and not over-nailing.
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

  • shoe horses
  • balance
  • trim hooves
  • made shoes
  • lameness
  • the forge
  • yards
  • nail

Sources for this job· O*NET 45-2021.00· ESCO/ISCO 6121

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