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

Metro driver

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
Checks, tests and the cab log.
Estimate

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

16%32%+5.1
Drive, stop at platforms and regulate running.
Estimate

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

24%8%+1.9
Incidents, evacuation and talk to Control.
Estimate

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

16%22%+3.5
Timetables, reliefs and the day’s orders.
Estimate

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

16%28%+4.5
Passengers, platforms and announcements.
Estimate

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

14%18%+2.5
Rules, fatigue and liability for the train.
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

  • drive metro trains
  • stop at platforms
  • regulate running
  • evacuate tunnels
  • talk to control
  • cab checks
  • handle incidents
  • drive under ATO

Sources for this job· O*NET 53-4041.00· ESCO/ISCO 8311

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