High-Performance Computing Specialist

16 hours ago

Pune, Maharashtra, India beBeeHpc Full time ₹ 20,00,000 - ₹ 25,00,000
Expert HPC AI Application Specialist

Seeking an experienced professional with a strong background in high-performance computing and AI application deployment.

  • Architect and optimize CPU GPU-intensive environments for maximum efficiency in scientific and ML workloads.
  • Mastery over open-source and commercial HPC AI applications.
  • Deploy and optimize scientific codes such as WRF, OpenFOAM, LAMMPS, GROMACS, Quantum Espresso, VASP, NAMD, BLAST, GATK, Ansys, Abaqus, MATLAB, LS-DYNA, Nastran, CAE CFX, etc.
  • Compiler optimization using Intel OneAPI, AOCC, NVIDIA HPC SDK, GNU, LLVM, PGI compilers, and MPI libraries such as OpenMPI, MPICH, Intel MPI.
  • Deep profiling insights via Nsight, VTune, PAPI.
  • Expertise in AI frameworks such as TensorFlow, PyTorch, Keras, Theano, Caffe, cuDNN.
  • Strong knowledge of NVIDIA NGC, NIM, NeMo.
  • Proficient with workload and resource managers such as PBS, LSF, SLURM, Kubernetes.
  • Benchmarking experience in accelerated HPC, HPL, HPCG, STREAM, and MLPerf.
  • Skilled in NVIDIA GPU tuning, CUDA, and NIM workflows, kernel optimization, memory throughput tuning, and multi-GPU scaling strategies.
  • Knowledge of frameworks such as Hugging Face, OpenAI, or other GenAI platforms.
  • Knowledge in data preprocessing and model evaluation tools.

Required Skills and Qualifications:

  • 5 years of relevant experience in HPC AI application deployment.
  • Advanced user of Intel OneAPI, AOCC, NVIDIA HPC SDK, GNU, LLVM, PGI compilers, and MPI libraries.
  • Deep experience installing, benchmarking, and fine-tuning open-source applications, libraries, and compilers across CPU and GPU platforms.
  • Proficient deploying and optimizing scientific codes.
  • Strong interpersonal skills, versed in customer interaction, technical documentation, and collaboration with cross-functional teams.

Preferred Skills:

  • Knowledge of application installation tools such as source code, cmake, spack, easy build, mamba, etc.

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