IS WORK OVER?

Automation index

How much of a Pet groomer’s job can AI already do?

A breed card comes earlier. Grooming without stress and giving it back whole do not.

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

Task comparison

Pet groomer

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
Breed, card and what the owner wants.
Estimate

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

16%32%+5.1
Bath, clip and the one that bites.
Estimate

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

22%8%+1.8
Ears, nails and not hurting.
Estimate

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

16%22%+3.5
Diary, the delay and the dog that panics.
Estimate

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

16%28%+4.5
The owner, the photo and not taking too much off.
Estimate

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

16%18%+2.9
No stress, and giving it back whole.
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

  • bathe dogs
  • breed clip
  • nails
  • ears
  • dogs that bite
  • grooming diary
  • not hurt
  • groom

Sources for this job· O*NET 39-2021.00· ESCO/ISCO 5164

Materials engineer

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
Tests, metallography and the spec.
Estimate

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

18%48%+8.6
Shop, heat treatment and the part that fails spec.
Estimate

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

16%22%+3.5
Material choice, corrosion and fatigue.
Estimate

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

16%36%+5.8
Supplier, certificates and the doubtful batch.
Estimate

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

16%28%+4.5
The field failure and the root cause.
Estimate

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

18%14%+2.5
That it does not fail, and not swapping the material blind.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • materials tests
  • metallography
  • choose alloys
  • corrosion
  • fatigue
  • heat treatment
  • failure analysis
  • batch certificates

Sources for this job· O*NET 17-2131.00· ESCO/ISCO 2149

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