Machine Learning Performance Engr Lead

Key Skills

Aartificial intelligence, Algorithms, C Programming, Effective communication skills, Leadership Skill, Machine learning techniques, Optimization, Python Programming, PyTorch

Job Description

The Generative AI team at eBay Core AI is looking for highly qualified candidates for a full-time Machine Learning Performance Engineer Lead position in our Amsterdam office.

Do you want to make a huge impact on a large e-commerce website? Are you interested in solving groundbreaking research problems while impacting all eBay e-commerce channels? Does working with Artificial Intelligence, cloud computing, large-scale optimization, and large language models excite you? If this sounds like you, the Core AI team at eBay is the right place for you! We are looking for Machine Learning Performance Engineer Lead with a diverse set of background to join us.

Job Summary:

We are seeking an experienced Machine Learning Performance Engineer with a profound knowledge of computer architecture, interconnect fabrics, machine learning accelerators, ML Toolchains, ML model quantization. This role requires a blend of expertise in software and hardware to enhance the performance and efficiency of machine learning systems. The ideal candidate will have a strong background in optimizing machine learning models through a comprehensive understanding of the entire computing stack, from high-level algorithms down to the hardware level.

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 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.

Benefits are an essential part of your total compensation for the work you do every day. Whether you’re single, in a growing family, or nearing retirement, eBay offers a variety of comprehensive and competitive benefit programs to meet your needs. Including maternal & paternal leave, paid sabbatical, and plans to help ensure your financial security today and in the years ahead because we know feeling financially secure during your working years and through retirement is important.

Here at eBay, we love creating opportunities for others by connecting people from widely diverse backgrounds, perspectives, and geographies. So, being diverse and inclusive isn’t just something we strive for, it is who we are, and part of what we do each and every single day. We want to ensure that as an employee, you feel eBay is a place where, no matter who you are, you feel safe, included, and that you have the opportunity to bring your unique self to work. To learn about eBay’s Diversity & Inclusion click here: https://www.ebayinc.com/company/diversity-inclusion/

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eBay is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, gender identity, veteran status, and disability, or other legally protected status. If you have a need that requires accommodation, please contact us at talent@ebay.com. We will make every effort to respond to your request for accommodation as soon as possible. View our accessibility statement to learn more about eBay's commitment to ensuring digital accessibility for people with disabilities.