Senior Principal Researcher & Technical Leader – Agentic RL for Distributed Computing
huaweicanada · Markham
Job description
About the role
Huawei Canada’s Distributed Data Storage and Management Lab is seeking a senior technical leader to define the next‑generation AI infrastructure for Agentic Reinforcement Learning and Multi‑Agent Systems. The role will drive the design of a high‑performance C++ substrate that replaces the current Python‑heavy stack and will shape the strategic direction of distributed AI workloads.
Key responsibilities
- Lead the architectural evolution of Agentic RL and multi‑agent reinforcement learning platforms, including centralized training‑decentralized execution, hierarchical learning, and self‑play standards.
- Design and build large‑scale simulation and training substrates for ultra‑large agent populations, establishing global benchmarks for population‑based training and curriculum learning.
- Optimize agent learning performance on distributed clusters, addressing sample efficiency, credit assignment, and communication learning at scale.
- Translate cutting‑edge research into production‑grade distributed systems, ensuring robust deployment in real‑world and simulated environments.
Required profile
- MS or PhD in Computer Science, Electrical Engineering or a related field with a focus on Reinforcement Learning, Multi‑Agent Systems or Distributed AI.
- Demonstrated impact through top‑tier publications, patents, open‑source contributions or production ML systems in RL or large‑scale AI.
- Experience building scalable RL training infrastructure, including distributed roll‑outs, large‑scale simulation and experiment pipelines.
Required skills
- Strong programming proficiency in Python.
- Strong programming proficiency in C++ for high‑performance and distributed systems.
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Published 21 hours ago
Expires 1 month from now
3 views · 0 interested
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huaweicanada
Markham