Grupo

The Talent Marketplace is the primary "frontend" of skills intelligence. This document analyzes the matching algorithms that connect employees to short-term projects (Gigs) based on their skill profiles.

The system uses Vector Embeddings to calculate the distance between a "Project Requirement" and an "Employee Profile." If a project requires "Agile Project Management," the system doesn't just look for that exact phrase; it looks for the underlying "Skill Cluster" (Scrum, Kanban, Jira). This enables "Precision Staffing," where managers can find internal experts in seconds, reducing the reliance on expensive external contractors.