IS WORK OVER?

Automation index

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

A path and a twin come earlier. Putting the robot on the line without taking anyone with it do not.

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

Task comparison

Robotics 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
Paths, PLC and the cell twin.
Estimate

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

16%48%+7.7
Cell, grippers and the cycle that will not close.
Estimate

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

18%16%+2.9
Safety, fencing and CE validation.
Estimate

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

16%32%+5.1
Maintenance, backups and the overwritten program.
Estimate

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

16%28%+4.5
Production, takt and the robot that stops.
Estimate

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

18%14%+2.5
That it takes nobody with it, and signing the cell.
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

  • program robots
  • paths
  • robot cells
  • safety fencing
  • cell PLC
  • CE validation
  • grippers
  • takt

Sources for this job· O*NET 17-2199.00· ESCO/ISCO 2149

Hairdresser

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
Diary, client cards and salon social posts.
Estimate

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

16%28%+4.5
Advise cut and colour from references.
Estimate

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

14%22%+3.1
Cut, style and finish in the chair.
Estimate

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

24%6%+1.4
Colour, highlights and treatments.
Estimate

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

18%8%+1.4
Hygiene, sterilisation and till.
Estimate

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

14%10%+1.4
Care, retention and handling complaints.
Estimate

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

14%12%+1.7
Total100%14%

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

Skills and activities

  • cut hair
  • colour hair
  • haircut
  • barbering
  • Diary, client cards and salon social posts
  • Advise cut and colour from references
  • Cut, style and finish in the chair
  • Colour, highlights and treatments
  • Hygiene, sterilisation and till
  • Care, retention and handling complaints

Sources for this job· O*NET 39-5012.00· ESCO/ISCO 5141

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