Production ML Engineer – Matchmaking & Ranking

Paraform; San Francisco (CA); On-site; USD 120,000 - 160,000; Full time

Job summary

A leading AI recruiting marketplace is seeking an ML Engineer to develop and own AI/ML systems for matchmaking and ranking across their platform. Ideal candidates will have 4-8 years of experience in production AI systems, strong judgment in evaluation metrics, and a collaborative spirit to partner with various teams. The role involves end-to-end model development, from data collection to deployment, setting best practices, and ensuring system quality and business impact. Join a fast-growing company revolutionizing the hiring landscape.

Qualifications

• 4-8 years of experience in building production AI/ML systems.
• Strong judgment regarding evaluation metrics.
• Experience with large-scale retrieval, ranking, or personalization systems is a plus.

Responsibilities

• Research and build AI/ML systems for matchmaking and ranking.
• Own model development from data collection to deployment.
• Partner with cross-functional teams to enhance marketplace metrics.
• Build and maintain evaluation frameworks for quality and impact.
• Set technical direction and best practices for AI/ML.

Skills

Machine Learning

AI System Development

NLP

Data Collection

Product Prioritization

Evaluation Metrics

Job description

A leading AI recruiting marketplace is seeking an ML Engineer to develop and own AI/ML systems for matchmaking and ranking across their platform. Ideal candidates will have 4-8 years of experience in production AI systems, strong judgment in evaluation metrics, and a collaborative spirit to partner with various teams. The role involves end-to-end model development, from data collection to deployment, setting best practices, and ensuring system quality and business impact. Join a fast-growing company revolutionizing the hiring landscape.