IS WORK OVER?

Automation index

How much of a Hotel manager’s job can AI already do?

An occupancy forecast comes earlier. The house running without breakfast collapsing do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

Hotel manager

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
Occupancy, rates and the forecast.
Estimate

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

18%48%+8.6
Shifts, complaints and the one who leaves staff.
Estimate

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

16%40%+6.4
Owner, the budget and not cutting breakfast.
Estimate

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

16%22%+3.5
Incident, the VIP and the one who floods the room.
Estimate

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

16%28%+4.5
The inspection, insurance and not dressing the log.
Estimate

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

18%14%+2.5
That the house runs, and breakfast standing.
Estimate

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

16%12%+1.9
Total100%27%

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

Skills and activities

  • occupancy
  • hotel forecast
  • shifts
  • complaints
  • VIP
  • breakfast
  • inspection
  • rates

Sources for this job· O*NET 11-9081.00· ESCO/ISCO 1411

Baker

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
Orders, recipes and flour stock.
Estimate

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

16%30%+4.8
Mix, ferment and shape.
Estimate

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

22%10%+2.2
Bake, cool and present.
Estimate

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

20%12%+2.4
Counter shift and dawn till.
Estimate

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

14%18%+2.5
Cleaning, hygiene and oven care.
Estimate

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

14%15%+2.1
Adjust the recipe to weather and today’s flour.
Estimate

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

14%16%+2.2
Total100%16%

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

Skills and activities

  • cook
  • mise en place
  • dishes
  • bake
  • Orders, recipes and flour stock
  • Mix, ferment and shape
  • Bake, cool and present
  • Counter shift and dawn till
  • Cleaning, hygiene and oven care
  • panader

Sources for this job· O*NET 51-3011.00· ESCO/ISCO 7512

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