profession file · read as its task mix mostly human ground
machine territory 16% shared ground 32% human ground 53%

// the weekly task mix, weighted, mapped to the exposure scale. Derived, not declared: change the mix and the bar changes. method

Hotel manager

tourism

Hotel managers run the property day to day: staffing, budgets, guest problems, standards and the constant juggle between front desk, housekeeping and kitchen. AI is arriving in pricing, booking management and guest messaging, while leading staff and rescuing bad stays remain personal work.

The exposed part of the week

// tasks in this mix that sit in machine territory or moving fast

The part that gains value

// the shared and human ground in this job's mix

The full mix

// what fills this job's week ( ●●● core · ●● regular · ● occasional )

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home field

// the dossier(s) behind this profession

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