Crunchyroll is looking for a Data Scientist to enhance their suite of machine learning and AI-driven models and services, focusing on critical areas like churn and winback predictions, predictive lifetime value (LTV), financial forecasting, title- and catalog-level KPI forecasting, high-value action analysis in subscriber lifecycle management, and recommendation systems.
Requirements
- 2+ Years of experience with statistical and machine learning fundamentals and their practical applications.
- 2+ Years of experience in developing and optimizing machine learning models for predictive analytics, forecasting, or recommendation systems.
- Hands on experience with Python and familiarity with data science libraries such as pandas, NumPy, scikit-learn, statsmodels, TensorFlow, or PyTorch.
- Experience with modern data processing tools (e.g., Apache Spark, SQL) and cloud infrastructure and services (e.g., AWS, Google Cloud, Databricks).
- Familiarity with MLOps practices and tools (e.g., Version Control, Pipelines, Containerization, and Orchestration) for model testing, deployment and monitoring.
Responsibilities
- Develop and implement new models or enhancements to drive innovation in predictive analytics and personalized user experiences.
- Analyze large-scale datasets to uncover insights, identify trends, and inform model development and optimization.
- Apply statistical and machine learning techniques to solve complex business problems and improve model performance.
- Work with modern data processing tools, modeling frameworks, MLOps pipelines, and cloud infrastructure to ensure efficient and scalable workflows.
- Partner with cross-functional teams, including Machine Learning Engineers, AI Engineers, and Platform/Software Engineers, to integrate models into production environments.
- Document methodologies, experiments, and findings to support team collaboration and knowledge sharing.
- Stay current with advancements in data science, machine learning, and related technologies to bring modern approaches to our solutions.
Other
- Bachelor's or Master's degree in Data Science, Statistics, Computer Science, Mathematics, or a related field.
- Report to the Director of Machine Learning and Data Science.
- Work with Senior Data Scientists and Machine Learning Engineers.
- Passion for anime.
- Ability to work in Los Angeles, CA or San Francisco.
- Flexible time off policies.
- Great compensation package including salary plus performance bonus earning potential, paid annually.
- Generous medical, dental, vision, STD, LTD, and life insurance.
- Health Saving Account HSA program.
- Health care and dependent care FSA.
- 401(k) plan, with employer match.
- Employer paid commuter benefit.
- Support program for new parents.
- Pet insurance and some of our offices are pet friendly!
- Courage.
- Curiosity.
- Kaizen.
- Service.
- Commitment to diversity & inclusion.
- Pursuant to applicable law, we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
