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

Art teacher

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
Project, the sheet and the kit.
Estimate

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

16%40%+6.4
Classroom, the one who will not dare and the one who bins it.
Estimate

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

18%14%+2.5
Technique, the mistake and not doing it for them.
Estimate

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

16%28%+4.5
Show, the corridor and not hanging only the pretty.
Estimate

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

16%22%+3.5
Staff, 'it's a soft subject', and not dropping the bar.
Estimate

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

18%18%+3.2
That they get dirty, and not copying the model.
Estimate

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

16%12%+1.9
Total100%22%

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

Skills and activities

  • art sheets
  • art projects
  • technique
  • school shows
  • classroom kit
  • not do it for them
  • the bar
  • getting dirty

Sources for this job· O*NET 25-2031.00· ESCO/ISCO 2330

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