Senior AI Developer for Deep Learning Optimization

19 hours ago

Bengaluru, Karnataka, India beBeeAccelerator Full time ₹ 25,00,000 - ₹ 35,00,000
Optimizing Deep Learning Models

We are seeking a highly skilled individual to work with us in optimizing deep learning models for inference and training, libraries, and applications for Instinct GPUs in both on-prem and Cloud environments.

Key Responsibilities:
  • Optimize deep learning models for inference and training using Python and/or C++ and GPU programming.
  • Analyze and optimize the performance of AI software and understand hardware bottlenecks and harness performance to hit close to roofline.
  • Work well within a team environment and possess excellent analytical and problem-solving skills root-causing/addressing performance issues.
Requirements:
  • Strong programming skills in C++ and Python.
  • Strong development experience in at least one major DL framework such as vLLM, Pytorch or Tensorflow in inference and/or fine tuning and/or training on multi-node clusters.
  • Solid experience in developing kernels, quantizing models and hyper parameter optimizations.
  • Experience developing software and system-level performance optimizations with a solid architecture understanding and roofline performance in GPUs.
  • MS with years of related experience or PhD with years of related experience in Computer Science or Computer Engineering or related equivalent.
Preferred Experience:
  • Expertise in profiling tools across the AI SW Stack (Torchprofiler, RocM profiler, Vtune, Nsight).
  • Experience in implementing and optimizing parallel methods on GPU accelerators (NCCL/RCCL, OpenMP, MPI).
  • Performance analysis skills for GPUs.

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