IS WORK OVER?

Automation index

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

A species card comes earlier. Actually looking without leaving litter do not.

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

Task comparison

Nature 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
Route, species and the group.
Estimate

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

16%40%+6.4
Field, the one who will not quiet and the one who lags.
Estimate

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

18%14%+2.5
Weather, the path and aborting.
Estimate

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

16%28%+4.5
Interpret, not reciting and the one who asks.
Estimate

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

16%22%+3.5
Capacity, the nest and not getting too close.
Estimate

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

18%18%+3.2
That they look, and not leaving litter.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • nature routes
  • species
  • interpret
  • nests
  • capacity
  • paths
  • field groups
  • litter

Sources for this job· O*NET 39-7012.00· ESCO/ISCO 5113

Airport ramp agent

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
Load plan, LIR and hold allocation.
Estimate

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

16%40%+6.4
Load, unload, pushback and ramp assistance.
Estimate

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

22%8%+1.8
Bags, ULDs and special cargo.
Estimate

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

16%22%+3.5
Coordinate with crew, ops and fuel.
Estimate

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

16%28%+4.5
Times, delays and ramp safety.
Estimate

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

16%18%+2.9
Trim, papers and liability for the load.
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

  • load aircraft
  • do pushback
  • allocate holds
  • move bags
  • load planning
  • ramp assistance
  • handle ULDs
  • ramp safety

Sources for this job· O*NET 53-6051.00· ESCO/ISCO 9333

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