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

CNC machinist

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
Program, simulate and document the cycle.
Estimate

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

20%45%+9
Work orders, paper metrology and batches.
Estimate

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

16%32%+5.1
Set up, set zeros and start.
Estimate

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

20%14%+2.8
Measure, adjust and not break a tool.
Estimate

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

16%18%+2.9
Maintenance, swarf and safety.
Estimate

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

14%16%+2.2
Talk to engineering when the drawing lies.
Estimate

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

14%15%+2.1
Total100%24%

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

Skills and activities

  • Program, simulate and document the cycle
  • Work orders, paper metrology and batches
  • Set up, set zeros and start
  • Measure, adjust and not break a tool
  • Maintenance, swarf and safety
  • Talk to engineering when the drawing lies
  • cnc
  • operario cnc
  • fresador
  • tornero cnc

Sources for this job· O*NET 51-4041.00· ESCO/ISCO 7223

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