Optimizing Neural Networks Architect

3 days ago

Pune, Maharashtra, India beBeePerformance Full time ₹ 5,00,000 - ₹ 8,00,000
Deep Learning Performance Architect

We are seeking a talented and experienced Deep Learning Performance Architect to join our team. This role will involve designing, developing, and implementing high-performance computing architectures for deep learning workloads.

  • Benchmark and analyze AI workloads in single and multi-node configurations.
  • Develop high-level simulators and debuggers in C++/Python.
  • Evaluate PPA (performance, power, area) for hardware features and system-level architectural trade-offs.
  • Work closely with architecture teams, product management to help with trade-off analysis at every stage of the project.

To be successful in this role, you will need:

  • A Master's or Ph.D. degree in a relevant discipline such as Computer Science, Electrical Engineering, or Mathematics.
  • At least 2 years of experience in parallel computing architectures, interconnect fabrics, and deep learning applications.
  • Strong programming skills in C, C++, and Python.
  • Proficiency in architecture analysis and performance modeling.
  • A curious mindset with excellent problem-solving skills.

As a Deep Learning Performance Architect, you will have the opportunity to:

  • Stay up-to-date with emerging trends and research in deep learning.
  • Collaborate with a diverse and supportive team to drive innovation and success.
  • Contribute to the development of cutting-edge technologies that will shape the future of artificial intelligence.

You will thrive in this role if you have:

  • An understanding of modern transformer-based model architectures.
  • Experience with benchmarking, projection methodologies, workload profiling, and correlation.
  • The ability to simplify and communicate rich technical concepts with a non-technical audience.
About Us

We are a leading innovator in the field of artificial intelligence, dedicated to pushing the boundaries of what is possible. Our team is passionate about developing innovative solutions that will make a lasting impact on the world.

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