Applied Scientist, Observability and Triage, Prime Video
Core
Develop AI-driven solutions to automatically detect anomalies, identify root causes, and recommend resolution paths for operational incidents in Prime Video's streaming infrastructure.
Role type
Applied Scientist (Generative AI & Observability)
Builds
Automated incident triage, root cause analysis, and resolution recommendation systems
Domain
Streaming media infrastructure & Generative AI
Deliverable
production ML models
Required skills
Generative AI, Large Language Models (LLMs), Machine Learning, Anomaly Detection, Root Cause Analysis, LLM-as-a-Judge evaluation, Quantitative experimentation
Preferred skills
Domain expertise in operational systems, High-ambiguity environment navigation
Technologies
LLMs, Generative AI frameworks, Observability platforms
Responsibilities
Design and develop ML systems for automated incident triage and resolution; Prototype and evaluate hypotheses for root cause identification; Build evaluation frameworks to measure model accuracy; Collaborate with engineering teams to integrate models into production systems; Analyze patterns across thousands of operational incidents to improve models.
Seniority
Mid-to-Senior, hands-on IC
