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

Panel beater

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
Assess, order parts and quote.
Estimate

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

16%32%+5.1
Pull, weld and set gaps.
Estimate

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

22%10%+2.2
Fill, sand and prep for paint.
Estimate

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

16%14%+2.2
Client, insurer and deadlines.
Estimate

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

16%18%+2.9
Shop, benches and tools.
Estimate

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

16%22%+3.5
Not delivering a car that looks bent.
Estimate

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

14%14%+2
Total100%18%

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

Skills and activities

  • Assess, order parts and quote
  • Pull, weld and set gaps
  • Fill, sand and prep for paint
  • Client, insurer and deadlines
  • Shop, benches and tools
  • Not delivering a car that looks bent
  • chapista
  • panel beater
  • chapa y pintura

Sources for this job· O*NET 49-3021.00· ESCO/ISCO 7213

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