Machine Learning Performance Engineer Lead
1 dag geleden
We are seeking an experienced Machine Learning Performance Engineer to join our team at eBay Core AI in Amsterdam. As a key member of our Generative AI team, you will play a crucial role in designing and optimizing software and hardware systems to enhance the performance of machine learning workloads.
Key Responsibilities- Design and optimize software and hardware systems to enhance 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.
- 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 PyTorch.
- 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.
eBay is a global ecommerce leader that empowers millions of buyers and sellers in over 190 markets around the world. We are committed to pushing boundaries and leaving our mark as we reinvent the future of ecommerce for enthusiasts.
We are an equal opportunity employer and welcome applications from diverse candidates. If you have a need that requires accommodation, please contact us at.
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Machine Learning Performance Engineer Lead
1 week geleden
Amsterdam, Noord-Holland, Nederland 0039 eBay Intl Management BV VoltijdAbout the RoleWe are seeking an experienced Machine Learning Performance Engineer to join our team at eBay Core AI in Amsterdam. As a key member of our Generative AI team, you will play a crucial role in designing and optimizing software and hardware systems to enhance the performance of machine learning workloads.Key ResponsibilitiesDesign and optimize...
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Machine Learning Performance Engineer Lead
2 weken geleden
Amsterdam, Noord-Holland, Nederland 0039 eBay Intl Management BV VoltijdAbout the RoleWe are seeking an experienced Machine Learning Performance Engineer to join our team at eBay Core AI in Amsterdam. As a key member of our Generative AI team, you will play a crucial role in enhancing the performance and efficiency of our machine learning systems.Key ResponsibilitiesDesign and optimize software and hardware systems to enhance...
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