GPU Optimization Specialist

1 day ago


India BitOoda Full time

About BitOoda

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We are a pioneering force in high-performance computing (HPC) and AI, developing cutting-edge solutions powered by GPUs and specialized accelerators.

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Job Summary

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We are seeking an experienced GPU Optimization Specialist to join our team. As a Bare Metal Performance Engineer, you will design, develop, and optimize software running directly on bare-metal systems, leveraging the full potential of NVIDIA GPUs, AMD GPUs, and other accelerators.

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Main Responsibilities

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  • Architect, develop, and optimize high-performance software for GPU-accelerated systems.">
  • Design and implement software that directly interacts with GPU hardware, including NVIDIA CUDA, AMD ROCm, or OpenCL.">
  • Optimize existing ML/DL frameworks (e.g., PyTorch, TensorFlow) for maximum performance on NVIDIA and AMD GPUs.">
  • Work with heterogeneous systems, integrating specialized accelerators like AMD GPUs or custom chips (e.g., SambaNova, Cerebras).">
  • Conduct profiling and tuning to maximize GPU utilization, minimize bottlenecks, and achieve peak system performance.">
  • Collaborate with hardware engineers to exploit features like NVLink, NVSwitch, and RDMA for seamless GPU interconnectivity.">
  • Develop scalable compute pipelines and contribute to performance benchmarking.">
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Requirements

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  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field (or equivalent experience).">
  • 5+ years in GPU-accelerated software development, HPC, or related domains.">
  • Familiarity with containerized GPU environments (NVIDIA Docker, AMD ROCm containers).">
  • Experience with multiple accelerator platforms, such as SambaNova or Graphcore.">
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Preferred Skills

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  • Knowledge of compiler optimization (LLVM, TVM, XLA).">
  • Familiarity with Kubernetes for GPU cluster management.">
  • In-depth knowledge of PyTorch or TensorFlow with GPU optimization.">
  • Familiarity with ONNX and hardware-agnostic ML frameworks.">
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What We Offer

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  • A competitive salary range of $140,000 - $180,000 per annum, depending on experience.">
  • A dynamic startup environment where you can grow and innovate.">
  • Opportunities to work on cutting-edge GPU and HPC projects.">
  • Competitive benefits package.">
  • A flexible work environment that supports your well-being.">
  • The opportunity to collaborate with a talented and collaborative team of engineers.">
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Location

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This role is open to remote candidates worldwide.

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Apply Now

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To apply for this exciting opportunity, please submit your resume and a cover letter explaining your qualifications and experience.



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