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

Neurosurgeon

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
Indicate, consent and the plan with neurology.
Estimate

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

16%36%+5.8
Craniotomy, spine and the tumour that bleeds.
Estimate

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

24%6%+1.4
Neuronavigation, monitoring and the margin.
Estimate

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

16%18%+2.9
Neuro ICU, pupils and raised pressure.
Estimate

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

16%22%+3.5
Family, the deficit and rehab.
Estimate

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

14%28%+3.9
On-call, the haematoma and signing go or no-go.
Estimate

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

14%10%+1.4
Total100%19%

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

Skills and activities

  • craniotomy
  • spine surgery
  • neuronavigation
  • brain tumour
  • neuro ICU
  • subdural haematoma
  • intraoperative monitoring
  • raised ICP

Sources for this job· O*NET 29-1241.00· ESCO/ISCO 2212

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