profession file · read as its task mix mostly human ground
machine territory 16% moving fast 11% shared ground 32% human ground 42%

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

NGO program manager

global development

NGO program managers design and run projects: coordinating local partners, managing budgets and staff, and reporting to donors. AI is easing the heavy load of reporting and proposal writing, while partner relationships and field decisions remain the demanding part.

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 )
Cooperate●●●
Plan●●●
Document●●
Drive●●
Evaluate●●
Write●●

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home field

// the dossier(s) behind this profession