profession file · read as its task mix mostly shared ground
moving fast 5% shared ground 68% human ground 26%

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

Product manager

project management, design

Product managers decide what a product team builds next, balancing user needs, business goals and engineering constraints, and aligning everyone behind the plan. AI now drafts specs, analyzes feedback and mocks up ideas quickly, while prioritization calls and stakeholder alignment stay with the manager.

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

Nearby professions