Design candidate search for a talent marketplace

Design a system that lets a company search for candidates and ranks them for a role: how candidate profiles are represented and indexed, how a query or job description retrieves candidates, how they are ranked, and how you would evaluate the ranking. One report added using LLMs to evaluate candidates on tasks.