运筹优化研究员-基础技术
Core
Design and develop efficient exact, heuristic, and meta-heuristic algorithms to solve mathematical models for AI data center and cloud computing resource scheduling scenarios.
Role type
Research-level Operations Research Scientist (AI for OR)
Builds
Optimization algorithms and decision engines for cloud resource scheduling
Domain
Cloud computing / AI infrastructure / Operations Research
Deliverable
production ML models
Required skills
Operations Research theory, Linear Programming, Integer Programming, Combinatorial Optimization, Heuristic algorithms, Meta-heuristic algorithms, Solver usage (Gurobi, CPLEX, CP-SAT), Python, C++, Java, Mathematical modeling, Business abstraction
Preferred skills
LLM integration, Reinforcement Learning, Agent frameworks (LangGraph), PE tuning, Data center hardware supply chain knowledge, Cloud product底层 implementation knowledge
Technologies
Gurobi, CPLEX, CP-SAT, Python, C++, Java, LangGraph
Responsibilities
Abstract business requirements into mathematical models, Design and implement optimization algorithms, Explore AI for OR by integrating LLMs and Agents, Enhance algorithm interpretability
Seniority
PhD level, Researcher
