Jobs // AI-Powered Job Matching Platform

Jobs is a resume-first job matching platform where companies publish roles using a simple jobs.md file, and candidates find the most relevant opportunities by uploading a resume.

The idea is inspired by skills.sh if individuals can describe their skills using a simple markdown file, companies should be able to describe open roles the same way. jobs.md applies that idea to hiring and matching.

For companies:

  • Publish openings by uploading a single jobs.md
  • No ATS setup or custom dashboards
  • Edit or update the file anytime
  • Roles are immediately discoverable by candidates
  • One listing per company to keep postings focused and up to date

For candidates:

  • Mode 1: Database Search

    • Upload a resume (PDF)
    • Resume is analyzed to extract skills, experience, role, and industry
    • Jobs are matched against company-posted roles on the platform
    • Top 3–10 results are returned with match scores
    • Best suited for curated, higher-quality roles
  • Mode 2: Web Search

    • Upload the same resume
    • A semantic search query is generated from the resume
    • Relevant job pages are discovered across the open web
    • Non-job content is filtered out
    • Top 3–10 matches are ranked and linked directly
    • No manual browsing or keyword guessing required

What Jobs solves

  • Reduces manual job searching and filtering
  • Matches based on role fit and experience, not keywords
  • Works across tech and non-tech professions
  • Keeps hiring and discovery lightweight and reusable

Product philosophy

  • Companies publish once
  • Candidates upload once
  • Matching happens automatically
  • Hiring should stay simple and file-based

Live demo: https://jobs.abhivarde.in

3 Likes

Sharing the full thread here:

It covers:

  • How companies can publish roles using jobs.md
  • How candidates get matched via resume upload
  • Database search and web search modes
  • Docs, FAQs, and live demos for both flows

If this feels useful, feel free to reshare or tag companies that could add their jobs.md.
More company listings improve matching quality for candidates and reduce effort for teams.

Happy to iterate based on feedback.
Would love to see Vercel add their jobs.md as well!

2 Likes

Features:

  • Dual search: database + web
  • AI resume analysis (skills, experience)
  • Semantic job matching (not keywords)
  • Live match streaming with progress
  • Top 3–10 matches with % scoring
  • Direct company apply links
  • Smart PDF parsing (any format)
  • Works across industries
  • GitHub login + company job management

Update:

  • Improved web job search with smarter filtering and skill-based ranking

Happy to iterate based on feedback, and would love to see more companies add their jobs.md.