IS WORK OVER?

Automation index

How much of a Hotel concierge’s job can AI already do?

A booking and a map come earlier. A table at ten, and calming someone, do not.

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

Task comparison

Hotel concierge

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
Bookings, maps and recommendations.
Estimate

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

16%40%+6.4
Desk, bags and difficult guests.
Estimate

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

20%12%+2.4
Restaurants, tickets and transport.
Estimate

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

16%22%+3.5
Logs, shifts and front-desk coordination.
Estimate

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

16%28%+4.5
Neighbourhood, vendors and errands.
Estimate

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

16%16%+2.6
Not leaving a guest stranded at two in the morning.
Estimate

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

16%14%+2.2
Total100%22%

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

Skills and activities

  • Bookings, maps and recommendations
  • Desk, bags and difficult guests
  • Restaurants, tickets and transport
  • Logs, shifts and front-desk coordination
  • Neighbourhood, vendors and errands
  • conserje
  • concierge
  • portero de hotel

Sources for this job· O*NET 43-4081.00· ESCO/ISCO 4224

Acupuncturist

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
History, tongue, pulse and a first map.
Estimate

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

16%32%+5.1
Needle, manipulate and remove.
Estimate

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

22%8%+1.8
Explain, dose and combine with moxa.
Estimate

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

16%22%+3.5
Charts and session progress.
Estimate

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

16%28%+4.5
Hygiene, single-use kit and the room.
Estimate

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

16%16%+2.6
Not over-needling or treating the wrong person.
Estimate

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

14%14%+2
Total100%20%

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

Skills and activities

  • History, tongue, pulse and a first map
  • Needle, manipulate and remove
  • Explain, dose and combine with moxa
  • Charts and session progress
  • Hygiene, single-use kit and the room
  • acupuntor
  • acupuntura
  • acupuncturist

Sources for this job· O*NET 29-1291.00· ESCO/ISCO 3230

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