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job-ops: DevOps principles applied to job hunting. A self-hosted pipeline to track, analyze, and assist your application process

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JobOps: Your Ironman Suit for Job Hunting

Stars GHCR Release Contributors

Automate the hunt. Scrapes major job boards (LinkedIn, Indeed, Glassdoor), AI-scores suitability, tailors resumes (RxResume), and tracks application emails automatically.

image

Self-hosted. Docker-based. Stop applying manually.

40s Demo: Crawl → Score → PDF → Track

Pipeline Demo
tailoring.mp4
Apply & Track
jobops.filling.mp4

Documentation (Start Here)

JobOps ships with full docs for setup, architecture, extractors, and troubleshooting.

If you want the serious view of the project, start here:

Contributing

Want to contribute code, docs, or extractors? Start with CONTRIBUTING.md.

That guide is intentionally link-first so contributor workflow lives in one place while setup and feature docs stay in the canonical docs site.

Quick Start (10 Min)

Prefer guided setup? Follow the Self-Hosting Guide.

# 1. Download
git clone https://github.com/DaKheera47/job-ops.git
cd job-ops

# 2. Start (Pulls pre-built image)
docker compose up -d

# 3. Launch Dashboard
# Open http://localhost:3005 to start the onboarding wizard

Why JobOps?

  • Universal Scraping: Supports LinkedIn, Indeed, Glassdoor, Adzuna + specialized boards (Gradcracker, UK Visa Jobs).
  • AI Scoring: Ranks jobs by fit against your profile using your preferred LLM (OpenRouter/OpenAI/Gemini).
  • Auto-Tailoring: Generates custom resumes (PDFs) for every application using RxResume v4.
  • Email Tracking: Connect Gmail to auto-detect interviews, offers, and rejections.
  • Self-Hosted: Your data stays with you. SQLite database. No SaaS fees.

Workflow

  1. Search: Scrapes job boards for roles matching your criteria.
  2. Score: AI ranks jobs (0-100) based on your resume/profile.
  3. Tailor: Generates a custom resume summary & keyword optimization for top matches.
  4. Export: Uses RxResume v4 to create tailored PDFs.
  5. Track: "Smart Router" AI watches your inbox for recruiter replies.

Supported Extractors

Platform Focus
LinkedIn Global / General
Indeed Global / General
Glassdoor Global / General
Adzuna Multi-country API source
Gradcracker STEM / Grads (UK)
UK Visa Jobs Sponsorship (UK)

(More extractors can be added via TypeScript - see extractors documentation)

Post-App Tracking (Killer Feature)

Connect Gmail → AI routes emails to your applied jobs.

  • "We'd like to interview you..." → Status: Interviewing (Auto-updated)
  • "Unfortunately..." → Status: Rejected (Auto-updated)

See post-application tracking docs for setup.

Note on Analytics: The alpha version includes anonymous analytics (Umami) to help debug performance. To opt-out, block umami.dakheera47.com in your firewall/DNS.

Star History

Star History Chart

License

AGPLv3 - Free to use and modify.