Senior MLOps Engineer
Core
Design, build, and maintain end-to-end ML infrastructure and pipelines to support model training, deployment, and monitoring for Crunchyroll's AI/ML team.
Role type
Senior MLOps Engineer
Builds
Production-grade ML pipelines, CI/CD for ML, model registries, and observability frameworks for anime content platforms.
Domain
Streaming media / Anime / Cloud Infrastructure
Deliverable
production ML models
Required skills
MLOps, CI/CD, MLflow, SageMaker, Databricks, Airflow, Kubernetes (EKS), Docker, Python, AWS (SageMaker, Lambda, S3, Kinesis, Step Functions), Terraform, CloudFormation, model lifecycle management, drift detection, workflow orchestration
Preferred skills
PyTorch, TensorFlow, Scikit-learn, security and governance in ML systems
Technologies
MLflow, SageMaker, Databricks, Airflow, Step Functions, GitHub Actions, Terraform, CloudFormation, Docker, EKS, AWS SageMaker, Lambda, S3, Kinesis
Responsibilities
Design and maintain end-to-end ML infrastructure and pipelines; Develop and manage CI/CD pipelines for ML; Implement and manage model registry and experiment tracking; Establish monitoring and alerting frameworks for model drift; Partner with data scientists to productionize ML models; Optimize ML workflows for performance and cost; Collaborate with engineering teams to integrate ML services into distributed systems; Drive best practices for reproducibility and governance.
Seniority
Senior, hands-on IC
