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

Maxillofacial 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
3D plan, splints and consent.
Estimate

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

16%40%+6.4
Osteotomies, facial trauma and implants.
Estimate

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

22%8%+1.8
Cyst, impacted wisdom tooth and the joint.
Estimate

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

16%22%+3.5
Post-op, occlusion and the face that swells.
Estimate

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

16%28%+4.5
Head and neck oncology with the board.
Estimate

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

16%18%+2.9
Facial emergencies and signing the bone that moves.
Estimate

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

14%12%+1.7
Total100%21%

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

Skills and activities

  • osteotomy
  • facial trauma
  • zygomatic implants
  • impacted wisdom teeth
  • occlusion
  • 3D maxillofacial plan
  • jaw cysts
  • head and neck

Sources for this job· O*NET 29-1022.00· ESCO/ISCO 2261

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