Job Analytics

Job Analytics is a fully local AI agent that scrapes job postings from live job platforms, extracts in-demand skills and responsibilities using a local LLM, and generates a visual analytics dashboard — all running on your machine with zero cloud dependency and zero data privacy concerns.

What We Built

📌 Automated job scraping from Adzuna and RemoteOK APIs

📌 Local LLM integration using Ollama and llama3.2 for skill and responsibility extraction

📌 SQLite database for storing and deduplicating job records locally

📌 Analytics engine generating charts for top skills, company trends, responsibilities breakdown, and jobs by role

📌 AI-written market narrative summarising job market insights

📌 Single-file HTML dashboard report combining all charts and narrative

How it works

The agent scrapes job postings from Adzuna and RemoteOK, processes each listing through a local llama3.2 model to extract skills and responsibilities, stores everything in a local SQLite database, runs analytics using Pandas and Matplotlib, and finally generates a self-contained HTML dashboard report — entirely offline, free, and private.