Senior Manager, Data Science and Machine Learning
Core
Lead and mentor a team of data scientists to develop and deploy ML solutions (GNNs, LLMs, fraud detection) for Crunchyroll's product and platform ecosystem to serve 100M+ anime fans.
Role type
Senior Manager, Data Science and Machine Learning
Builds
Production ML systems, robust ML pipelines, and infrastructure for Crunchyroll's streaming and engagement platforms.
Domain
Streaming media / Anime / Entertainment
Deliverable
production ML models
Required skills
People leadership, roadmap definition, ML pipeline architecture, experimentation design, stakeholder management, responsible AI practices, operational metrics ownership
Preferred skills
GNNs, LLM-based applications, fraud detection, GraphRAG, embeddings, Graph Databases, Vector Stores, cloud-native ML stacks
Technologies
PyTorch, TensorFlow, HuggingFace, FAISS, Pinecone, SageMaker, Databricks
Responsibilities
Lead and mentor a team of data scientists; Define and drive the roadmap for AI/ML initiatives; Guide development of robust ML pipelines and infrastructure; Establish best practices for experimentation and model evaluation; Work with stakeholders to identify AI opportunities; Ensure responsible AI/ML development; Own operational metrics around model impact, latency, cost, and scalability
Seniority
Senior, hands-on IC with people leadership
