Engineering Manager, Machine Learning, Content Representation Models (AI Foundations)
仕事内容
Lead and grow a team of ML researchers and engineers focused on content embeddings across metadata and media modalities.
Advance foundation model research, leveraging multimodal and language-based models to improve content understanding and personalization.
Build, monitor, and scale production-grade embedding pipelines that are reliable, scalable, and observable.
Partner with downstream product teams to drive adoption of embeddings as first-class products and maximize business impact.
Define metrics for semantic and engagement quality, and establish robust evaluation and deployment practices.
Balance exploratory research with production reliability to deliver measurable improvements across personalization and discovery.
Advance foundation model research, leveraging multimodal and language-based models to improve content understanding and personalization.
Build, monitor, and scale production-grade embedding pipelines that are reliable, scalable, and observable.
Partner with downstream product teams to drive adoption of embeddings as first-class products and maximize business impact.
Define metrics for semantic and engagement quality, and establish robust evaluation and deployment practices.
Balance exploratory research with production reliability to deliver measurable improvements across personalization and discovery.
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