Описание вакансии
Обязанности
•Build and validate machine learning models for ROAS
•Deploy models and monitor performance
•Develop buying models for positive ROAS and quality
•Document and maintain trusted model outputs
•Frame business problems with stakeholders and metrics
•Identify net new modeling opportunities
•Improve lead quality across messaging funnels and content
•Own end to end data science for priority vertical
•Perform performance analysis and optimization
Условия
•Diversity, equity, and inclusion focus
•Global team
•Remote-first culture
Технологии: AWS, Collaborative Filtering, Content-Based Filtering, Content-based, Funnel Optimization, Hybrid recommendation, LTV modeling, Machine Learning, Monetization Optimization, Multi-Armed Bandit, Python, ROAS modeling, Ranking Systems, Recommendation Systems, Reinforcement Learning, SQL