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JobFit

SHIPPED

Upload your CV once. JobFit reads live job postings from Cambodian job boards and ranks the ones worth applying to.

Next.jsTypeScriptExpress.jsWeb Scraping
JobFit poster

The problem

Job hunting means checking several job boards one by one and reading postings just to find out you're not a fit. Most of that time is wasted before you even decide to apply.

The approach

JobFit gathers listings from CamHR, JobNet, BongThom and Jobify through a two-phase crawl-then-search pipeline. You upload a CV, it builds a profile from your roles, skills and experience, and every job is scored against it, from best fit to biggest stretch.

Key features

  • CV upload (PDF or DOCX) that builds a profile from your roles, skills and experience
  • Fit scores that rank every job from best fit to biggest stretch, with a skill-gap breakdown showing what would close the gap
  • Listings aggregated from CamHR, JobNet, BongThom and Jobify through a two-phase crawl-then-search pipeline
  • Job search that works without a CV, with filters for job type, location, date posted, and source
  • Match preferences for location, salary, remote work, and seniority
  • Saved jobs, match history, and a notification bell for new matches
  • Sign-in with email or with Google and LinkedIn
  • Free, Pro, and Enterprise plan tiers, with the Free plan including 3 CV-to-job scans per month
  • Landing page: upload your CV once and get matched

  • Four steps from CV to fit scores, and the principles behind it

  • Job search with filters for type, location, date posted, and source

  • Dashboard: your best match appears once your CV is analyzed

  • Free, Pro, and Enterprise plans

  • Sign in with email, Google, or LinkedIn