profession file · read as its task mix mostly machine territory
machine territory 50% shared ground 28% human ground 22%

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

Lab technician

chemistry, biology

Lab technicians prepare samples, run instruments and assays, and record results with the precision everything downstream depends on. Automation and AI are advancing through automated analyzers, sample-handling robots and result flagging, shifting the role toward overseeing runs and handling exceptions.

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 )
Document●●●
Collect●●
Note●●
Sort●●
Test●●

Safer ground: build these

// the future skills that shield this particular mix

Ask yourself

Home fields

// the dossier(s) behind this profession

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