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Principal Software Engineering, AI Model Serving

Red Hat
United StatesRemotefull_timeVerifiedPosted 3 Dec 2024
💰 $269,640/yr($163,420/yr$269,640/yr)

About the role

Job Summary:

Are you ready to join a game-changing open-source AI platform that harnesses the power of hybrid cloud to drive innovation?

The Red Hat OpenShift AI (RHOAI) team is looking for a Principal Software Engineer with Kubernetes and MLOps (Machine Learning) experience to join our rapidly growing engineering team. Our focus is to create a platform, partner ecosystem, and community by which enterprise customers can solve problems to accelerate business success using AI. This is a very exciting opportunity to build and impact the next generation of hybrid cloud MLOps platforms, contribute to the development of the RHOAI product, participate in open-source communities, and be at the forefront of the exciting evolution of AI. You’ll join an ecosystem that fosters continuous learning, career growth, and professional development. 

In this role, you'll be contributing as a model serving and monitoring subject matter expert for the model serving features of the open-source Open Data Hub project by actively participating in KServe, TrustyAI, Kubeflow, HuggingFace, vLLM and several other open-source communities. You will work as part of an evolving development team to rapidly design, secure, build, test, and release model serving, trustworthy AI, and model registry capabilities. The role is primarily an individual contributor who will be a key notable contributor to MLOps upstream communities and collaborate closely with the internal cross-functional development teams. 

What you will do:

  • Be an influencer and leader in MLOps-related open source communities to help build an active MLOps open source ecosystem for Open Data Hub and OpenShift AI

  • Act as an MLOps SME within Red Hat by supporting customer-facing discussions, presenting at technical conferences, and evangelizing OpenShift AI within the internal community of practices

  • Architect and design new features for open-source MLOps communities such as KubeFlow and KServe

  • Provide technical vision and leadership on critical and high-impact projects 

  • Mentor, influence, and coach a team of distributed engineers

  • Ensure non-functional requirements including security, resiliency, and maintainability are met

  • Write unit and integration tests and work with quality engineers to ensure product quality

  • Use CI/CD best practices to deliver solutions as productization efforts into RHOAI

  • Contribute to a culture of continuous improvement by sharing recommendations and technical knowledge with team members

  • Collaborate with product management, other engineering, and cross-functional teams to analyze and clarify business requirements

  • Communicate effectively to stakeholders and team members to ensure proper visibility of development efforts

  • Give thoughtful and prompt code reviews

  • Represent RHOAI in external engagements including industry events, customer meetings, and open-source communities

What you will bring

  • An existing contributor in one or more MLOps open source projects such as KubeFlow, KServe, RayServe, and vLLM.

  • Recent hands-on experience in deploying and maintaining machine learning models in production environments

  • Passion for writing and maintaining reliable code

  • Experience with monitoring and alerting tools such as Prometheus and Grafana

  • Excellent written and verbal communication skills; fluent English language skills

  • Advanced experience developing applications in Python and Go

  • Advanced level of experience in Kubernetes or OpenShift 

  • Ability to quickly learn and guide others on using new tools and technologies

  • Experience  with source code management tools such as Git

  • Pro

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Company

Red Hat

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