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

Museum curator

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
Inventory, catalogue and write wall texts.
Estimate

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

18%40%+7.2
Curate, select and negotiate loans.
Estimate

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

16%22%+3.5
Install, lighting and preventive conservation.
Estimate

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

16%18%+2.9
Research, publications and dossiers.
Estimate

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

16%28%+4.5
Public, tours and the board.
Estimate

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

18%16%+2.9
Not losing a piece or a wrong attribution.
Estimate

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

16%14%+2.2
Total100%23%

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

Skills and activities

  • Inventory, catalogue and write wall texts
  • Curate, select and negotiate loans
  • Research, publications and dossiers
  • Public, tours and the board
  • Not losing a piece or a wrong attribution
  • conservador de museo
  • curator
  • comisario de exposicion

Sources for this job· O*NET 25-4012.00· ESCO/ISCO 2621

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