profession file · read as its task mix mostly machine territory
machine territory 50% shared ground 31% human ground 19%

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

Office administrator

business administration, public administration

Office administrators keep a workplace running: ordering supplies, managing records and bookings, handling mail and invoices, and being the person everyone asks first. AI now fills in forms, files documents and answers routine questions, eating into the paperwork half of the role.

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 fields

// the dossier(s) behind this profession

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