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Software Engineer

Netflix - 1d ago

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Senior Software Engineer

Reddit - 4d ago

Machine Learning Performance Engineer

AI Summary ✨

Requirements:

  • PhD or MS degree in Computer Science, Electrical Engineering, Computer Engineering, or a related technical field.
  • Extensive experience in system-level programming and optimization, with a deep understanding of computer architecture, interconnect fabrics, memory systems, toolchains.
  • Proficiency in designing, evaluating, and optimizing hardware systems for machine learning applications, with specific knowledge of machine learning accelerators.
  • Strong proficiency in programming languages such as Python, C, and experience with machine learning frameworks like PyTorch2.
  • Understanding of machine learning algorithms, data structures, and software-hardware interaction principles.
  • Experience with parallel programming, multithreading, synchronization.
  • Ability to solve complex software systems and optimize code for performance enhancements.
  • Strong communication skills, with the ability to work collaboratively in a multi-disciplinary team environment.

What you'll be doing:

  • Design and optimize software and hardware systems to improve the performance of machine learning workloads.
  • Collaborate with multi-functional teams to develop scalable, efficient, and high-performance machine learning solutions that use advanced machine learning accelerators.
  • Develop and optimize toolchains that improve the efficiency of machine learning models on specialized hardware.
  • Analyze and optimize the interconnects between different hardware components to minimize latency and improve throughput in machine learning applications.
  • Conduct in-depth performance analysis, identify bottlenecks, and implement solutions at both the software and hardware layers.
  • Stay abreast of the latest advancements in machine learning technologies, toolchains, computer architecture, and hardware accelerators to drive innovation within the company.
Apply here
eBay logo

eBay

Amsterdam, Netherlands

Experience: Senior
Posted: November 8, 2024
Python
machinelearning

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