profession file · read as its task mix mostly shared ground
machine territory 10% moving fast 29% shared ground 38% human ground 24%

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

Urban planner

urban planning

Urban planners analyze how cities work, draft zoning and development plans, and balance residents, politicians and developers through long consultations. AI helps with mapping, data analysis, scenario modeling and report drafting, while the public negotiation still runs through meetings.

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 )
Map●●●
Plan●●●
Analyze●●
Cooperate●●
Listen●●
Overview●●
Read●●
Write●●

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home field

// the dossier(s) behind this profession