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

Art director

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
Moodboards, layouts and a first view.
Estimate

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

18%40%+7.2
Direct designers, photo and retouch.
Estimate

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

16%28%+4.5
Client, brand and not saying yes to everything.
Estimate

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

16%22%+3.5
Production, print and digital.
Estimate

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

16%18%+2.9
Present, defend and cut.
Estimate

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

18%16%+2.9
Not signing something that does not hold.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • Moodboards, layouts and a first view
  • Direct designers, photo and retouch
  • Production, print and digital
  • Present, defend and cut
  • Not signing something that does not hold
  • director de arte
  • art director

Sources for this job· O*NET 27-1011.00· ESCO/ISCO 2166

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