Research Scientist, HPC for Neuromorphic AI

Oak Ridge National Laboratory

Oak Ridge (TN)

On-site

USD 110,000 - 160,000

Full time

2 days ago
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Benefits offered by this job

On-site fitness facilities
Relocation assistance
Educational assistance
Wellness programs

Job summary

Oak Ridge National Laboratory's Learning Systems Group seeks a Research Staff member to advance scalable algorithms, software, and AI-enabled methods for modeling, simulating, and co-designing spiking neural networks and neuromorphic systems on leadership-class and exascale computers.

You will lead distributed training and simulation workflows, develop AI-driven architecture search and co-design approaches, mentor students and early-career researchers, publish results, and help establish new

Qualifications

  • PhD in a relevant field.
  • Strong programming in Python and C/C++.
  • Experience with parallel and distributed computing (MPI, distributed ML frameworks).
  • Experience with GPU-accelerated computing (CUDA/ROCm).
  • Experience with PyTorch or similar ML frameworks.
  • Experience with collaborative software development (Git, containers, testing, documentation).
  • Strong publication record in HPC/AI/scientific computing.
  • Excellent written and oral communication skills.

Responsibilities

  • Lead research in scalable algorithms and software for modeling, simulating, and optimizing SNNs and neuromorphic systems.
  • Develop AI-driven architecture search and hardware-software co-design methods.
  • Design and optimize distributed training and simulation workflows on leadership-class/exascale systems.
  • Automate large-scale modeling and simulation campaigns and scientific workflows.
  • Publish results and present at conferences and workshops.

Skills

Python
C/C++
MPI
Distributed computing
PyTorch
Git
Containers
Publications
Communication
Independent research
Multi-tasking

Education

PhD in Data Science and Engineering, CS, CE, EE, Math, or related field

Tools

CUDA
ROCm
GPU-accelerated platforms
HPC workload managers

Job description

Oak Ridge National Laboratory's Learning Systems Group seeks a Research Staff member to advance scalable algorithms, software, and AI-enabled methods for modeling, simulating, and co-designing spiking neural networks and neuromorphic systems on leadership-class and exascale computers.

You will lead distributed training and simulation workflows, develop AI-driven architecture search and co-design approaches, mentor students and early-career researchers, publish results, and help establish new

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