profession file · read as its task mix mostly shared ground
machine territory 27% moving fast 23% shared ground 41% human ground 9%

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

Research scientist

biology, physics

Research scientists design experiments, run them, analyze the data and turn results into papers and grant applications. AI is changing the reading and writing layer fast, from literature review to drafting and data analysis, while framing the right question and interpreting results stay central.

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 )
Analyze●●●
Read●●●
Research●●●
Cooperate●●
Document●●
Test●●
Theorize●●
Write●●

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home fields

// the dossier(s) behind this profession

Nearby professions