Job Discovery & Tracker

Understanding recommendations

How WizJob AI surfaces recommended roles and how to make those recommendations sharper.

3 min readUpdated July 2026

Alongside search, WizJob AI surfaces recommended roles — openings it thinks fit you based on your profile, resume, and the kinds of jobs you engage with. Good recommendations save you the work of hunting and often surface roles you wouldn't have searched for.

What shapes your recommendations

  • Your resume — the experience, skills, and titles it contains.
  • Your bot targeting — the roles, salary, and job types you've told your bots to pursue.
  • Your activity — the listings you open, bookmark, and flag.

Making them better

Recommendations sharpen as you use the platform. Keep your resume current, bookmark roles that genuinely appeal to you, and flag ones that miss the mark. The more signal you give, the more relevant your recommended roles become.

A source of new bots

If a cluster of recommended roles keeps catching your eye, that's a strong hint to create a WizBot targeting them.

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