Staff Software Engineer, Machine Learning
仕事内容
Lead the design and evolution of a scalable, cloud-agnostic ML platform for video understanding and classification.
Build and maintain APIs and microservices that enable end-to-end training, deployment, and observability of ML models.
Collaborate with content protection and security teams to ensure robust access controls and compliance.
Own CI/CD pipelines and infrastructure-as-code (IaC), driving automated deployment and reliable operations.
Define testing, code quality, and monitoring standards while mentoring teams to elevate ML infrastructure practices.
Collaborate with Video AI engineers on use cases like scene segmentation, video annotation, clip generation, and metadata enrichment.
Build and maintain APIs and microservices that enable end-to-end training, deployment, and observability of ML models.
Collaborate with content protection and security teams to ensure robust access controls and compliance.
Own CI/CD pipelines and infrastructure-as-code (IaC), driving automated deployment and reliable operations.
Define testing, code quality, and monitoring standards while mentoring teams to elevate ML infrastructure practices.
Collaborate with Video AI engineers on use cases like scene segmentation, video annotation, clip generation, and metadata enrichment.
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