IS WORK OVER?

Automation index

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

A pickup comes earlier. Raising the rate without emptying the hotel do not.

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

Task comparison

Revenue 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
Pickup, competitors and the rate.
Estimate

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

18%48%+8.6
Channels, overbooking and the one left on the street.
Estimate

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

16%40%+6.4
Events, the holiday and not sleeping on the price.
Estimate

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

16%22%+3.5
Report, management and the staff cut.
Estimate

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

16%28%+4.5
Sales, the group and not giving the room away.
Estimate

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

18%14%+2.5
A high rate and a full house, not empty.
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

  • pickup
  • rates
  • channels
  • overbooking
  • holidays
  • groups
  • competitors
  • rooms

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

Backend developer

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
Endpoint, the contract and the test.
Estimate

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

18%48%+8.6
Spike, the queue and the one that drops.
Estimate

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

16%40%+6.4
Key, the secret and not leaving it in the repo.
Estimate

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

16%22%+3.5
Migration, the rollback and not improvising in prod.
Estimate

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

16%28%+4.5
Product, the deadline and not cutting the one that matters.
Estimate

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

18%14%+2.5
That it takes the spike, and not leaving the key.
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

  • endpoints
  • API contracts
  • queues
  • secrets
  • migrations
  • rollback
  • backend tests
  • write server code

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512

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