Senior Software Engineer - Model Inferencing job opportunity at Red Hat, Inc..

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Red Hat, Inc. Senior Software Engineer - Model Inferencing
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Pattern: full-time
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loacation Bangalore - Carina, India
loacation Bangalore - Ca..........India

About the Job : Red Hat® OpenShift® AI is a flexible, scalable artificial intelligence (AI) and machine learning (ML) platform that enables enterprises to create and deliver AI-enabled applications at scale across hybrid cloud environments. Built using open-source technologies, OpenShift AI provides trusted, operationally consistent capabilities for teams to experiment, serve models, and deliver innovative apps. The OpenShift AI team seeks a Software Engineer with Kubernetes and Model Inference Runtimes experience to join our rapidly growing engineering team. Our team focuses on making machine learning model deployment and monitoring seamless and scalable across the hybrid cloud and the edge. This is a fascinating opportunity to build and impact the next generation of hybrid cloud MLOps platforms. What will you do? Develop and maintain a high-quality, high-performing ML inference runtime platform for multi-modal and distributed model serving. Contribute directly to upstream inference runtime communities such as vLLM, TGI, PyTorch, OpenVINO, and others. Maintain CI/CD build pipelines for container images that allow faster, more secure, reliable, and frequent releases Coordination and communication with various stakeholders Applying a growth mindset by staying up to date with AI and ML advancements What will you bring? Highly experienced with programming in Python and PyTorch Familiarity with model parallelization, quantization, and memory optimization using vLLM, TGI, and other inference libraries. Experience with Python packaging, such as PyPI libraries Solid understanding of the fundamentals of model inference architectures Experience with Jenkins, Git, shell scripting, and related technologies Experience with the development of containerized applications in Kubernetes Experience with Agile development methodologies Experience with Cloud Computing using at least one of the following Cloud infrastructures: AWS, GCP, Azure, or IBM Cloud Ability to work across a large, distributed, hybrid engineering team ​ The following is considered a plus: Experience with open-source development is a plus Development experience with C++, especially with the CUDA APIs, is a big plus #LI-AK1 About Red Hat Red Hat is the world’s leading provider of enterprise open source 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. Red Hatters are encouraged to bring their best ideas, no matter their title or tenure. We're a leader in open source because of our open and inclusive environment. We hire creative, passionate people ready to contribute their ideas, help solve complex problems, and make an impact. Inclusion at Red Hat Red Hat’s culture is built on the open source principles of transparency, collaboration, and inclusion, where the best ideas can come from anywhere and anyone. When this is realized, it empowers people from different backgrounds, perspectives, and experiences to come together to share ideas, challenge the status quo, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and access, and that all voices are not only heard but also celebrated. We hope you will join our celebration, and we welcome and encourage applicants from all the beautiful dimensions that compose our global village. 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. Red Hat does not seek or accept unsolicited resumes or CVs from recruitment agencies. 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.com . General inquiries, such as those regarding the status of a job application, will not receive a reply.

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