Upwork is hiring a Matching Algorithm

Matching Algorithm

Upwork  ·  US  ·  $31k/yr - $83k/yr
about 2 years ago

Project Overview: The matching algorithm forms the core of the GetLinked platform, connecting talents with relevant job opportunities. It will rely on machine learning techniques to analyze candidate-talent profiles and generate personalized matches.It will do similar for hiring managers when they post jobs, it will match talents to jobs.

Project Goals:

Design an AI-based ranking system that compares candidate profiles with job requirements.

Incorporate real-time updating to ensure matches reflect changes in job criteria and candidate profiles.

Provide personalized and accurate job recommendations to talents based on their qualifications and preferences.

Deliverables:

A robust matching algorithm that effectively ranks and matches talents with relevant job opportunities.

AI-Based Ranking:

Design a sophisticated matching algorithm that employs machine learning models to rank candidates based on their suitability for specific job roles.

Real-Time Updating:

Implement a real-time updating mechanism to ensure the matching algorithm reflects changes in job requirements and candidate profiles.

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