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

Equality officer

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
Diagnosis, equality plan and the pay register.
Estimate

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

18%48%+8.6
Harassment protocols, training and clauses.
Estimate

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

16%40%+6.4
The complaint, the committee and what nobody wants to hear.
Estimate

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

18%18%+3.2
Indicators, annual report and bargaining with the firm.
Estimate

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

16%28%+4.5
The agreement, tenders and social clauses.
Estimate

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

16%22%+3.5
That it is done, and not left as a PDF.
Estimate

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

16%14%+2.2
Total100%28%

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

Skills and activities

  • equality plans
  • pay gap register
  • harassment protocols
  • equality training
  • gap diagnosis
  • social clauses
  • equality indicators
  • bargain with the firm

Sources for this job· O*NET 13-1041.00· ESCO/ISCO 2422

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