profession file · read as its task mix mostly shared ground
machine territory 25% moving fast 15% shared ground 45% human ground 15%

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

Mechanical engineer

mechanics, industry

Mechanical engineers design and test machines and components, iterating between CAD models, calculations, prototypes and production constraints. AI is entering through generative design, simulation and documentation, speeding up the modeling loop while physical testing and engineering judgment anchor the 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 )
Design●●●
Analyze●●
Cooperate●●
Count●●
Document●●
Improve●●
Test●●
Read

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home fields

// the dossier(s) behind this profession

Nearby professions