Glo · 12 hours ago

Senior Data Scientist

Santa Monica, CA

Full-time

Remote

Senior Level

$150K/yr - $180K/yr

5+ years exp

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Responsibilities

Drive the vision, strategy, and execution of Glo’s recommendation engine, building the framework and roadmap to optimize user engagement and content discovery

Design, prototype, and implement machine learning models for recommendation systems, including collaborative filtering, content-based filtering, and hybrid approaches, tailored to Glo’s unique content ecosystem

Partner with leadership, product managers, engineers, and content creators to align technical solutions with user experience goals

Analyze large datasets to uncover insights about user behavior and preferences, using these insights to refine recommendation algorithms and drive strategic decisions

Ensure the scalability, efficiency, and effectiveness of recommendation models through continuous testing, tuning, and performance monitoring

Mentor and provide guidance to team members on best practices in machine learning and data science, fostering an environment of innovation

Define and monitor key metrics (e.g., precision, recall, engagement) to evaluate and iterate on the system’s performance

Contribute to the long-term vision of Glo’s personalization capabilities, ensuring the recommendation engine evolves alongside user needs and company goals

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Recommendation SystemsMachine LearningPythonRSQLBig Data ToolsTensorFlowPyTorchCollaborative FilteringNeural NetworksHybrid TechniquesAWS Cloud ServicesBehavioral ScienceStatistical Modeling