Jobs Optima

Jobs Optima

The open-source AI resume optimizer. Self-hostable, AI-powered job search platform that optimizes resumes for ATS systems, tracks applications, scans job boards automatically, and fills applications via a Chrome extension — all in one tool.

Why It's Different

Job Scanner — automatically scans job boards on a schedule and surfaces matching roles

Multiple Profiles — maintain separate personas (Frontend, Backend, AI/ML) per application

ATS Score Tracking — before/after ATS scores for every optimization

BYOK (Bring Your Own Key) — each user adds their own Gemini, OpenAI, or Anthropic key

Multi-LLM orchestration — routes tasks to best-fit model per cost and quality

Stack

Next.js frontend, NestJS backend microservices, MongoDB for persistence, Redis for job queues, Docker for deployment. Chrome extension for one-click form autofill on any ATS.