profession file · read as its task mix mostly machine territory
machine territory 69% shared ground 31%

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

Payroll administrator

business administration, human resources

Payroll administrators make sure everyone is paid correctly and on time: processing hours, taxes, benefits and deductions, and fixing errors when they appear. AI and automation now handle most standard pay runs, leaving the exceptions, rule changes and employee questions.

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 )
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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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