Machine Learning Performance Engineer Lead
4 weken geleden
At eBay, we're pushing the boundaries of e-commerce innovation. Our platform empowers millions of buyers and sellers worldwide, and we're committed to making a lasting impact.
Our customers are at the heart of everything we do, and we're dedicated to creating a workplace where authenticity thrives, bold ideas are welcome, and everyone can bring their unique selves to work every day.
We're seeking a highly qualified Machine Learning Performance Engineer Lead to join our team in Amsterdam. As a key member of our Core AI team, you'll have the opportunity to make a significant impact on our large e-commerce website and work on groundbreaking research problems.
About the Role:
The Machine Learning Performance Engineer Lead will be responsible for designing and optimizing software and hardware systems to enhance the performance of machine learning workloads. You'll collaborate with multi-functional teams to develop scalable, efficient, and high-performance machine learning solutions that use advanced machine learning accelerators.
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.
Qualifications:
- 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.
We offer a comprehensive benefits package, including maternal and paternal leave, paid sabbatical, and plans to ensure your financial security today and in the years ahead.
eBay is an equal opportunity employer and welcomes applications from diverse candidates.
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