HPE Labs - Postdoctoral Research Scientist
Core
Conduct advanced research on optical accelerators using architectural simulation frameworks to analyze, benchmark, and characterize machine learning workloads, identifying performance bottlenecks and opportunities for architectural innovation.
Role type
Postdoctoral Research Scientist (Applied Research)
Builds
End-to-end simulation models for emerging optical accelerator architectures
Domain
Integrated Photonics / Optical Computing / High-Performance Computing
Deliverable
production ML models | research
Required skills
Architectural simulation frameworks (SST, gem5), Modeling and evaluation of non-conventional accelerators, Python, C/C++, Generative AI tools usage, Peer-reviewed publication record
Preferred skills
Integrated photonics background, Machine learning algorithm mapping, Performance modeling, Independent research capability
Technologies
SST, gem5, VSCode, Claude
Responsibilities
Conduct advanced research on optical accelerators using state-of-the-art architectural simulation frameworks; Develop, refine, and rigorously validate end-to-end simulation models; Analyze, benchmark, and characterize machine learning workloads; Collaborate with multidisciplinary teams; Produce high-quality research outputs including peer-reviewed publications
Seniority
Postdoctoral Researcher
