Advanced Deep Learning Architect

6 days ago

Kota, Rajasthan, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Opportunity:

  • We are looking for an experienced engineer to lead the design and implementation of cutting-edge GPU computers.
  • The ideal candidate will have expertise in deep learning, high-performance computing, and computationally intensive workloads.
  • The role involves identifying architectural changes and developing new approaches to accelerate deep learning models.
  • The successful candidate will help us overcome strategic challenges related to compute, networking, and storage design.
  • As a key architect, you will convert business needs into product goals, covering workload scenarios, end-user expectations, compute infrastructure, and execution time.
  • You will be responsible for benchmarking and optimizing computer vision algorithms and hardware accelerators for performance and quality KPIs.
  • Collaboration with various teams is essential to drive an end-to-end workflow from data curation to deployment.

Required Skills:

  • A master's or Ph.D. in Computer Science, Electrical Engineering, or a related field is required.
  • 7+ years of experience in machine learning, numerical analysis, performance analysis, model compression, optimization, and computer architecture is required.
  • Strong knowledge of data structures and algorithms, excellent C/C++ programming skills, and hands-on expertise with PyTorch, TensorRT, CuDNN are necessary.
  • Familiarity with GPU computing, HPC, container technologies, and cloud computing architectures is beneficial.
  • Excellent communication and collaboration skills are essential.

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