Principal Machine Learning Engineer, AI Inference

Principal Machine Learning Engineer, AI Inference page is loaded## Principal Machine Learning Engineer, AI Inferenceremote type: Hybridlocations: Bostonposted on: Posted Todayjob requisition id: R-050966## Job SummaryAt Red Hat we believe the future of AI is open and we are on a mission to bring the power of open-source LLMs and vLLM to every enterprise. Red Hat Inference team accelerates AI for the enterprise and brings operational simplicity to GenAI deployments. As leading developers, maintainers of the vLLM project, and inventors of state-of-the-art techniques for model quantization and sparsification, our team provides a stable platform for enterprises to build, optimize, and scale LLM deployments.As a Principal Machine Learning Engineer focused on vLLM, you will be at the forefront of innovation, collaborating with our team to tackle the most pressing challenges in model performance and efficiency. Your work with machine learning and high performance computing will directly impact the development of our cutting-edge software platform, helping to shape the future of AI deployment and utilization. If you are someone who wants to contribute to solving challenging technical problems at the forefront of deep learning in the open source way, this is the role for you.Join us in shaping the future of AI## What you will do* Write robust Python and C++, working on vLLM systems, high performance machine learning primitives, performance analysis and modeling, and numerical methods.* Contribute to the design, development, and testing of various inference optimization algorithms* Participate in technical design discussions and provide innovative solutions to complex problems* Give thoughtful and prompt code reviews* Mentor and guide other engineers and foster a culture of continuous learning and innovation## What you will bring* Extensive experience in writing high performance code for GPUs and deep knowledge of GPU hardware* Strong understanding of computer architecture, parallel processing, and distributed computing concepts* Experience with tensor math libraries such as PyTorch* Deep understanding and experience in GPU performance optimizations* Experience optimizing kernels for deep neural networks* Experience with high-performance networking protocols and technologies including UCX, RoCE, InfiniBand, and RDM* Strong communications skills with both technical and non-technical team members* BS, or MS in computer science or computer engineering or a related field. A PhD in a ML related domain is considered a plus#AI-HIRING#LI-MD2The salary range for this position is $189,600.00 - $312,730.00. Pay Transparency Red Hat determines compensation based on several factors including but not limited to job location, experience, applicable skills and training, external market value, and internal pay equity. This position may also be eligible for bonus, commission, and/or equity. For positions with Remote-US locations, the actual salary range for the position may differ based on location but will be commensurate with job duties and relevant work experience. About Red Hat is the worlds leading provider of enterprise software solutions, using a community-powered approach to deliver high-performing Linux, cloud, container, and Kubernetes technologies. Spread across 40+ countries, our associates work flexibly across work environments, from in-office, to office-flex, to fully remote, depending on the requirements of their role. We hire creative, passionate people ready to contribute their ideas, help solve complex problems, and make an impact. Benefits Comprehensive medical, dental, and vision coverage Flexible Spending Account - healthcare and dependent care Health Savings Account - high deductible medical plan Retirement 401(k) with employer match Paid time off and holidays Paid parental leave plans for all new parents Leave benefits including disability, paid family medical leave, and paid military leave Additional benefits including employee stock purchase plan, family planning reimbursement, tuition reimbursement, transportation expense account, employee assistance program, and more Note: These benefits are only applicable to full time, permanent associates at Red Hat located in the United States. Inclusion at Red Hat Red Hats culture is built on the open source principles of transparency, collaboration, and inclusion, where the best ideas can come from anywhere and anyone. Equal Opportunity Policy (EEO) Red Hat is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, ancestry, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other basis prohibited by law.### We are not responsible for, and will not pay, any fees, commissions, or any other payment related to unsolicited resumes or CVs except as required in a written contract between Red Hat and the recruitment agency or party requesting payment of a fee.### Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email application-assistance@redhat.General inquiries, such as those regarding the status of a job application, will not receive a reply.We collaborate and share ideas, create inclusive communities, and welcome diverse perspectives from all Red Hatters, no matter their role. Some of the most knowledgeable and passionate people in the technology industry work here. Whether were building software, championing our products, or training new associates, were collaborating openly to make a difference in the world of open source and beyond.
#