ML Software Engineer
Core
Building intelligent, scalable observability tools and AI-driven systems to enhance the reliability, performance, and efficiency of eBay's global platform.
Role type
Senior ML Software Engineer (Observability & SRE)
Builds
Real-time anomaly detection platform, automated root cause analysis engine, GenAI/LLM-based agentic systems, and AI-powered explainability tools for distributed systems.
Domain
Ecommerce / Site Reliability Engineering / Observability
Deliverable
production ML models | product features | infrastructure
Required skills
Machine learning (time-series, anomaly detection, NLP), Large Language Models (LLMs), agentic systems, RAG, Python, Go, Kubernetes, Docker, PyTorch, TensorFlow, scikit-learn, SQL, NoSQL, time-series databases
Preferred skills
Experience with Prometheus, ClickHouse
Responsibilities
Develop and productionalize time-series models for anomaly detection; enhance root cause analysis engine with ML models; design and develop scalable data pipelines for observability data; collaborate with SREs and architects to reduce MTTR; own the full software and model lifecycle.
Seniority
Senior, hands-on IC