Build AI Agents and Multi-Agent Systems with CrewAI/

Build a Multi-Agent Job Search System with CrewAI and Python

Build a Multi-Agent Job Search System with CrewAI and Python

The job market is tough, and nearly every employer asks about AI skills.

So why not let AI help with your job hunt? You’ll save time while showcasing your AI fluency. 

In this free project, we’ll create a multi-agent system using in-demand tools like Python, CrewAI, and Streamlit. 

We’ll:

  • Construct task-specific agents. 

  • Orchestrate them into a collaborative Crew helping with everything from analyzing job descriptions to drafting LinkedIn outreach messages. 

  • Build a sleek Streamlit interface where we can enter our job preferences, browse listings from the USAJobs API, and generate customized application materials. 

  • Implement persistent logging and smart output-saving features.

By the end, we’ll have a portfolio-worthy agentic system that spotlights our AI skills. By automating our hunt, we’ll free more time for what matters next: interview prep, upskilling, and getting hired.

(If that doesn’t say “hire me now,” we don’t know what does.)