Match candidate profile to relevant AI jobs
A ranked list of job opportunities that align with the candidate's skills, salary expectations, and work preferences, facilitating targeted job searching.
How it works
The agent extracts the candidate's key skills, desired salary range, and workplace preferences. It then constructs a JSON payload for the POST /api/v1/jobs/match endpoint. The agent sends this request to the AI Dev Jobs MCP server and parses the response to identify the top-ranked jobs based on the match score. Before presenting results, the agent should verify that the candidate's input data is complete and accurate to ensure relevant matches.
Prompt
Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.
I am a software engineer with skills in Python, LLMs, and PyTorch. I am looking for remote senior-level positions with a minimum salary of $200,000. Please find the best matching jobs for me using the AI Dev Jobs MCP server.MCP servers it needs
Source
The vendor page this playbook is drawn from, and the passage that supports it.
Recommended for agentic job search. Field Type Description skills required string[] Candidate skills (e.g., ["python", "llm", "pytorch"])API & MCP Documentation — AI Dev Jobs