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About the role
Hi, We have an immediate requirement for HPC/AI Application Engineer. PFB Job Details: Work Location - Pune/Mumbai/Bangalore Work Experience - 5+years(relevant) JD: Senior HPC/AI Applications Engineer Experienced HPC/AI Applications Engineer with 5+ years in High-performance computing and AI application deployment. Expert at architecting, optimizing, and benchmarking CPU/GPU-intensive environments, ensuring maximum efficiency in scientific and ML workloads. - Mastery over Open-source and Commercial HPC/AI Applications. - Deep experience installing, benchmarking, and fine-tuning open-source applications, libraries, and compilers across CPU and GPU platforms. - Proficient deploying and optimizing and benchmarking scientific codes (WRF, OpenFOAM, LAMMPS, GROMACS, Quantum Espresso, VASP, NAMD, BLAST, GATK, Ansys, Abaqus, MATLAB, LSDYNA, Nastran, CAE/CFX) etc. - Compiler & Library Optimization - Advanced user of Intel OneAPI, AOCC, NVIDIA HPC SDK, GNU, LLVM, PGI compilers, and MPI libraries (OpenMPI, MPICH, Intel MPI). Deep profiling insights via Nsight, VTune, PAPI. - Expert in AI frameworks: TensorFlow (CPU/GPU), PyTorch, Keras, Theano, Caffe, cuDNN. Strong knowledge of NVIDIANGC, NIM & NeMo. - Proficient with workload & resource managers (PBS, LSF, SLURM, Kubernetes). - Knowledge of application installation tools source code, cmake, spack, easy build, mamba etc. - Benchmarking experience in accelerated HPC: HPL, HPCG, STREAM and MLPerf and scientific applications. - 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 tool. - Fluent in Bash, Python, and other scripting languages to automate installation, deployment, performance testing, and administrative tasks. - Solid interpersonal skills; versed in customer interaction, technical documentation and collaboration with cross-functional teams. .
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