Principal Software Engineer - Model Inference

Raleigh, United States

Red Hat

Red Hat is the world’s leading provider of enterprise open source solutions, including high-performing Linux, cloud, container, and Kubernetes technologies.

View all jobs at Red Hat

Apply now Apply later

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 Principal 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 inferencing 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 

Following is considered a plus

  • Experience with open-source development is a plus

  • Development experience with C++ especially with the CUDA APIs

#LI-MD2

The salary range for this position is $142,140.00 - $234,500.00. Actual offer will be based on your qualifications.

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. Annual salary is one component of Red Hat’s compensation package. 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

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.

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. 

Diversity, Equity & 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 diverse 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 of diversity 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. 

Apply now Apply later
Job stats:  0  0  0
Category: Engineering Jobs

Tags: Agile APIs Architecture AWS Azure CI/CD CUDA Engineering GCP Git Jenkins Kubernetes Linux Machine Learning MLOps Model deployment Model inference Open Source Pipelines Python PyTorch Shell scripting vLLM

Perks/benefits: 401(k) matching Career development Equity / stock options Flexible spending account Flex vacation Health care Medical leave Parental leave Salary bonus Transparency

Regions: Remote/Anywhere North America
Country: United States

More jobs like this