Staff, Machine Learning Engineer
仕事内容
Design and architect AI/ML models and AI Agents, deploying and operating scalable solutions.
Lead end-to-end GenAI/AI/ML system architecture for data-intensive applications using Python and mainstream frameworks.
Develop and deploy production-grade real-time and batch ML services, and build full-stack applications.
Partner with product managers to define user journeys, telemetry, and MVP/POC AI use-cases to drive business decisions.
Ensure governance and best practices across models and data; review designs and coach team members.
Stay at the forefront of AI/ML innovations and communicate complex concepts to technical and non-technical stakeholders.
Lead end-to-end GenAI/AI/ML system architecture for data-intensive applications using Python and mainstream frameworks.
Develop and deploy production-grade real-time and batch ML services, and build full-stack applications.
Partner with product managers to define user journeys, telemetry, and MVP/POC AI use-cases to drive business decisions.
Ensure governance and best practices across models and data; review designs and coach team members.
Stay at the forefront of AI/ML innovations and communicate complex concepts to technical and non-technical stakeholders.
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