jobhuntgeek

About JobHunt Geek

A technology-driven job aggregation & visualization platform

Our Mission

Help job seekers discover relevant opportunities faster by turning fragmented vacancy data on the web into a structured, searchable, and insight-rich experience.

What We Do

JobHunt Geek continuously collects job postings from multiple public sources. We aggregate, normalize, and enrich the data so roles become comparable across companies, stacks, locations, and seniority levels.

  • Automated scraping & ingestion pipelines
  • Standardized taxonomy for roles, locations, and seniority
  • Deduplication & freshness tracking
  • Filtering and search tuned for real candidate workflows

How It Works

Our infrastructure fetches raw vacancy HTML / JSON, sanitizes and parses it, then maps fields (title, company, salary signals, tech stack, location / remote policy) into a unified data model. We track last fetched timestamps to prioritize updates and remove stale postings.

Why It Matters

Traditional job boards often overload users with noise. By emphasizing structure, recency, and transparent metadata, we reduce friction so candidates can evaluate fit quickly instead of manually consolidating information.

Looking Ahead

We are iterating on richer analytics (market demand signals, tech stack trends, salary intelligence) while staying focused on clarity and speed. Feedback from users guides our roadmap—reach out if there is something you would love to see.

JobHunt Geek is your streamlined lens into the job market.