IS WORK OVER?

Automation index

How much of a Spa manager’s job can AI already do?

A cabin diary comes earlier. The house smelling right without double-booking the massage do not.

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

Task comparison

Spa manager

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, cabins and the staff.
Estimate

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

18%48%+8.6
Client, the complaint and the one who is late.
Estimate

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

16%40%+6.4
Protocols, hygiene and the product.
Estimate

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

16%22%+3.5
Occupancy, the hotel and not giving the circuit away.
Estimate

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

16%28%+4.5
The inspection, insurance and not hiding the incident.
Estimate

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

18%14%+2.5
Smell right, and no double-booked massage.
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

  • cabin diary
  • hygiene protocols
  • the circuit
  • spa occupancy
  • spa staff
  • products
  • complaints
  • massages

Sources for this job· O*NET 11-9072.00· ESCO/ISCO 1431

Excavator operator

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
Set-out, levels and the machine log.
Estimate

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

16%32%+5.1
Dig, load and the batter that comes in.
Estimate

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

24%6%+1.4
Services, the blind pipe and stopping in time.
Estimate

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

16%22%+3.5
Maintenance, grease and the pin that snaps.
Estimate

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

16%28%+4.5
The labourer, the lorry and covering nobody.
Estimate

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

14%18%+2.5
Not breaking what is buried, and leaving a clean formation.
Estimate

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

14%10%+1.4
Total100%18%

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

Skills and activities

  • dig with excavator
  • load lorries
  • batters
  • buried services
  • set-out levels
  • grease the machine
  • formation
  • site GPS

Sources for this job· O*NET 47-2073.00· ESCO/ISCO 8342

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