IS WORK OVER?

Automation index

How much of a Production engineer’s job can AI already do?

An OEE and a sequencer come earlier. Getting the shift out without stopping the line for nothing do not.

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

Task comparison

Production 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
OEE, sequence and the shift plan.
Estimate

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

18%48%+8.6
Line, changeovers and the micro-stop.
Estimate

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

16%22%+3.5
Layout, times and the work standard.
Estimate

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

16%36%+5.8
Supervisors, unions and the shift that turns.
Estimate

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

16%18%+2.9
In-line quality and the batch that cannot ship.
Estimate

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

18%14%+2.5
Hit the plan, and not dressing the OEE.
Estimate

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

16%12%+1.9
Total100%25%

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

Skills and activities

  • OEE
  • sequence production
  • changeovers
  • layout
  • work standards
  • micro-stops
  • shift plan
  • in-line quality

Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141

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

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