AIOps研究员 - 基础技术
Core
Research risk prevention, anomaly detection, fault isolation, and root cause analysis for cloud infrastructure and large model training/inference to improve system stability and operational efficiency.
Role type
Senior Research Scientist (AIOps & Infrastructure)
Builds
AI-driven operational agents (OpsAgent) and intelligent monitoring systems for large-scale compute clusters.
Domain
Cloud Infrastructure, AI for Infra, Large Language Models (LLM), Distributed Systems
Deliverable
production ML models
Required skills
Machine learning, Computer systems, Software engineering, Anomaly detection, Root cause analysis, Causal inference, Agent evaluation, Production safety, Cost optimization, Python/C++/Go
Preferred skills
Formal verification, GPU silent data corruption (SDC) detection, Fault replay, Model routing, Context compression
Technologies
Python, C++, Go, LLM, Agent, Distributed systems
Responsibilities
Research risk prevention and fault diagnosis techniques for cloud infrastructure; Explore and apply LLM/Agent technologies for intelligent operations; Develop and validate technical solutions for complex business requirements.
Seniority
Senior, Research-focused IC
