54 Percent: A Duty-of-Care Job Navigator for the UK's Most Anxious Labour Market
She sent 47 applications in June. Got three responses — two automated rejections and one screening call for a "graduate entry" role that turned out to require three years of commercial Python experience. She kept a spreadsheet. Most rows stayed blank.
This isn't a personal story of bad luck. It's what the ONS is measuring when it reports that employment concern among UK adults rose from 31% in June 2024 to 54% in June 2026 — the highest level since the survey began. The headline is anxiety; the substrate is a market where 14% of entry-level postings disappeared year-on-year, ATS systems silently discard CVs against narrow keyword thresholds, and job aggregators cheerfully surface the same role six times from six different scrapers.
The current generation of AI job tools makes this worse. They optimise CVs to game ATS keyword matching. They automate bulk applications, violating employer terms of service. They give candidates the dopamine hit of "sent" with no honest signal of fit.
I built the UK Graduate Career Navigator this week as a direct counter to that. It has Claude on the inside. It is not trying to do more than a candidate should trust an AI to do.