Senior Machine Learning Engineer, Discover
Core
Design, implement, and optimize large-scale machine learning systems for a discovery marketplace recommendation engine serving millions of users.
Role type
Senior Machine Learning Engineer (Recommendation Systems)
Builds
Large-scale recommendation engine and discovery feed
Domain
Consumer marketplace / Recommendation algorithms
Deliverable
production ML models
Required skills
System design, productionizing ML models, recommendation dynamics, data engineering, experimentation, backend engineering
Preferred skills
Scaling consumer-facing feeds, navigating ambiguity, emerging ML technologies
Technologies
Embeddings, ranking models, experimentation frameworks
Responsibilities
Design and iterate on large-scale ML systems for the discovery feed, optimize recommendation algorithms for relevance and scalability, partner with leadership on product vision, conduct experiments to enhance ranking models, collaborate on production integration, maintain code quality and documentation
Seniority
Senior, hands-on IC