Senior Data Scientist responsible for translating product and machine learning goals into actionable data specifications. The role oversees dataset curation, filtering, processing, pipeline quality, and behavioral data integrity for production machine learning. It requires collaboration with ML engineers, product engineers, TPMs, and annotation teams, along with strong data science, mathematical, analytical, communication, and cross-functional leadership skills.

Designs scalable software architectures that integrate machine learning models with real-time rendering systems. Builds APIs, wrappers, microservices, and preprocessing/postprocessing layers; evaluates customer requirements and determines build-versus-buy approaches; coordinates with customers, leadership, and engineering teams; and translates product visions into modular, stable, language-agnostic production components.