IS WORK OVER?

Automation index

How much of a Dog trainer’s job can AI already do?

A plan and a video come earlier. A dog that does not bite, and an owner who gets it, do not.

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

Task comparison

Dog trainer

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
Assess, plan and dog charts.
Estimate

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

16%32%+5.1
Sessions, lead and reading the animal.
Estimate

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

22%10%+2.2
Train the owner, not just the dog.
Estimate

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

16%22%+3.5
Groups, reactivity and safety.
Estimate

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

16%18%+2.9
Premises, kennels and hygiene.
Estimate

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

16%16%+2.6
Not leaving a dangerous dog in a home.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Assess, plan and dog charts
  • Sessions, lead and reading the animal
  • Train the owner, not just the dog
  • Groups, reactivity and safety
  • Premises, kennels and hygiene
  • Not leaving a dangerous dog in a home
  • adiestrador
  • educador canino
  • dog trainer

Sources for this job· O*NET 39-2011.00· ESCO/ISCO 5164

Air traffic controller

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
Plan sequences and read traffic forecasts.
Estimate

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

18%32%+5.8
Strips, tickets and inter-unit coordination.
Estimate

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

16%28%+4.5
Tactical control of aircraft on frequency.
Estimate

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

22%6%+1.3
Resolve conflicts, radio failures and weather.
Estimate

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

16%10%+1.6
Train and supervise a controller under instruction.
Estimate

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

14%12%+1.7
Reports, incidents and shift fatigue.
Estimate

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

14%15%+2.1
Total100%17%

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

Skills and activities

  • Plan sequences and read traffic forecasts
  • Tactical control of aircraft on frequency
  • Reports, incidents and shift fatigue
  • controlador aereo
  • air traffic
  • atc
  • torre de control

Sources for this job· O*NET 53-2021.00· ESCO/ISCO 3154

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