The AI Skills Worth Having in a Non-Technical Job
Prompting tricks have a short shelf life. The durable skill is knowing when the output is wrong, and being able to say how you checked.
Skills lists are usually written to sell courses. This one is organised by what a hiring manager can verify in a 30-minute conversation.
Seven questions, seven places to start — whether you are mid-search, fixing a CV, weighing an offer, or three days past a layoff.
Prompting tricks have a short shelf life. The durable skill is knowing when the output is wrong, and being able to say how you checked.
A panel is not one interview with more people. It is three or four separate scorecards, and each panellist is grading something different.
Judgement and stakeholder skill travel with you. Title, seniority and sometimes salary do not. Plan for both.
A rejection carries far less information than candidates extract from it, and the useful signal only appears across five or six of them.
Most compliance work is operational, not legal. The people who do it well usually came from the process being regulated, not from a law school.
The visible effect was not mass replacement but an arms race in application volume that made every part of hiring slower and more suspicious.
Screening calls, behavioural rounds, panels and take-homes — what each one is really scoring.
See allFormatting, applicant tracking systems, gaps, and the three lines a recruiter actually reads.
See allPlatforms, referrals, recruiters and the mechanics of a search that does not burn you out.
See allWhat the data says about who is hiring, and what it means for the person applying this week.
See allLayoffs, career breaks, changing track at 40, the first job and the last posting.
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