Senior Lead Architect for Advanced Computing Systems

1 week ago

Thoothukudi, Tamil Nadu, India beBeeComputer Full time ₹ 2,00,00,000 - ₹ 2,50,00,000
Lead Architect for AI-ML Innovation

Transformative GPU Computing Visionary

  • Drive the design and implementation of groundbreaking GPU computers that excel in deep learning, high-performance computing, and computationally intensive workloads.
  • Develop and deploy cutting-edge architectures to accelerate deep learning models and overcome strategic challenges in compute, networking, and storage design for large-scale workloads.
  • Convert business needs into product goals covering workload scenarios, end-user expectations, compute infrastructure, and time of execution; this should lead to a plan for making AI-ML algorithms production-ready.
  • Benchmark and optimize computer vision algorithms and hardware accelerators for performance and quality KPIs.
  • Optimize algorithms for optimal performance on GPU tensor cores.
  • Collaborate with various teams to drive an end-to-end workflow from data curation and training to performance optimization and deployment.
  • Assign tasks to the team and monitor their progress.

Essential Qualifications

  • Master's or Ph.D. in Computer Science, Electrical Engineering, or a related field with expertise in deploying complex deep learning architectures.
  • At least 7 years of experience in machine learning, numerical analysis, performance analysis, model compression, and optimization, as well as computer architecture.
  • Strong data structures and algorithms knowledge with excellent C/C++ programming skills.
  • Hands-on expertise with PyTorch, TensorRT, CuDNN.
  • Hands-on expertise with GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP).
  • In-depth understanding of container technologies like Docker, Singularity, Shifter, Charliecloud.
  • Proficient in Python programming and bash scripting.
  • Proficient in Windows, Ubuntu, and Centos operating systems.
  • Excellent communication and collaboration skills.
  • Self-motivated and able to find creative practical solutions to problems.

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