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
Decision engines and optimization solutions for AI data centers and 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, Data structures and algorithms, Business abstraction
Preferred skills
LLM integration, Agent frameworks (LangGraph), Reinforcement Learning, PE tuning, Data center hardware supply chain knowledge, Cloud product底层 implementation knowledge
Technologies
Gurobi, CPLEX, CP-SAT, Python, C++, Java, LangGraph