Senior Machine Learning Engineer (Business Observability and Insights)
仕事内容
Design and deploy a large-scale, real-time Anomaly Detection and Root Cause Analysis platform.
Architect core RCA components to provide explainable interpretations and actionable remediation recommendations.
Define and drive the roadmap for platform evolution in collaboration with the Tech Lead.
Explore and apply state-of-the-art ML techniques for diverse business and performance metrics.
Collaborate with Product Managers and Analysts to ensure robust detection in dynamic environments (holidays, events, disasters).
Own the full lifecycle of the ML platform, including performance optimization, capacity planning, and software design/code reviews.
Architect core RCA components to provide explainable interpretations and actionable remediation recommendations.
Define and drive the roadmap for platform evolution in collaboration with the Tech Lead.
Explore and apply state-of-the-art ML techniques for diverse business and performance metrics.
Collaborate with Product Managers and Analysts to ensure robust detection in dynamic environments (holidays, events, disasters).
Own the full lifecycle of the ML platform, including performance optimization, capacity planning, and software design/code reviews.
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