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

School counsellor

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
Tests, psycho-educational reports and statements.
Estimate

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

16%40%+6.4
Interviews with pupil, family and form teacher.
Estimate

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

20%12%+2.4
Mediate conflict, bullying and absence.
Estimate

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

16%22%+3.5
Pathways, grants and careers advice.
Estimate

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

16%28%+4.5
Coordinate SEN, support teachers and outside services.
Estimate

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

16%18%+2.9
Confidentiality and not over-labelling.
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

  • Mediate conflict, bullying and absence
  • Pathways, grants and careers advice
  • Confidentiality and not over-labelling
  • orientador educativo
  • school counselor

Sources for this job· O*NET 21-1012.00· ESCO/ISCO 2359

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