christinajoslin/ml_job_compass: ML Job Compass: Initial Release

🧭ML Job Compass is an interactive dashboard that helps students and professionals navigate machine learning (ML) career paths by analyzing real U.S. job postings (2025).

Features in this release:

• Exploration: Explore ML skills by industry domain (programming languages, tools and platforms, ML specializations).
• Personalization: Select a target career level (Early Career, Mid-level, Senior), industry domain, and ML specialization (optional) to generate a skills checklist or phased learning roadmap.
• RAG-backed recommendations using a local Chroma vector store of parsed job postings.
• Deployment options via Docker Compose or local Python.

Tech stack: Streamlit, Ollama, Chroma DB, Plotly, Docker.

Dataset: Machine Learning Job Postings in the US (Kaggle, CC BY 4.0)

License: AGPL-3.0.

Author: Christina Joslin