Sam is mid-career in product operations and tired of board listings that look right in the title
but fall apart on location, seniority, or work mode. In the Job Market Search, they build a search
profile: target titles, must-have skills, preferred locations, and work arrangements
(remote, hybrid, or office).
Job Market Search does not wait for a public ad to land on a major board. It scans company careers pages for
openings that fit the brief, then scores each role against matching signals — title and
role-family fit, skill overlap, location containment (suburb inside city), and work-mode preference.
Weak title matches are gated out so a skills keyword alone cannot drag in an unrelated job.
What Sam sees is a shortlist of live opportunities with signal context: why the role scored, which
themes fired, and whether it is worth saving to the application diary. From there they track the
application and can generate a CV tuned to that listing — the same signal trail that found the job
informs how they apply.