Red River

Compensation

Full Description

About the job The Red Hat AI Customer Adoption and Innovation (CAI) team is looking for a Forward Deployed AI Engineer to join our rapidly growing AI Business Unit. As inference technologies become more mainstream, our customers are seeking deep expertise in optimization, scalability, and production readiness. In this role, you will act as a bridge between engineering and the customer's environment. You will be deployed to support lighthouse customer engagements, ensuring that Red Hat AI inference products are successfully implemented, tuned, and optimized to meet specific business requirements. We are looking for a hands-on practitioner who understands that technical implementation must serve a business constraint—whether that’s cost, latency, or throughput. You will work directly with customers to design and deploy and optimize complex AI inference solutions, while simultaneously capturing those lessons to enable our wider field teams. While you will have the support of the wider CAI team to upskill on specific AI technologies, you must bring a strong consulting mindset and deep technical expertise in OpenShift or Kubernetes platform engineering. What you will do Lead Lighthouse Implementations: Lead the technical delivery for critical, high-profile customer Proofs of Concept (POCs) and production pilots. You will be the primary technical expert hands-on with the customer, helping them navigate the complexities of LLM inference in their specific clusters. Optimization & Architecture: Provide expert advice on inference sizing, configuration, and resource management. You will guide customers on how to best configure their OpenShift environments to support computationally intensive AI workloads. Field Enablement & Asset Creation: Enable our field teams by turning lessons from customer engagements into reusable assets. You will develop reference architectures, field manuals, and validated patterns that allow other AI specialists to execute similar engagements independently. Stakeholder Communication: Translate technical metrics into business value. You will be expected to communicate effectively with both technical teams (DevOps, SREs) and business stakeholders to justify architecture decisions. Product Feedback Loop: Act as a liaison between the customer and the Product and Engineering teams. You will ensure that real-world feedback regarding platform performance and usability is properly prioritized in the product roadmap. What you will bring Consulting & Architecture Experience: Proven experience in a technical consulting, professional services, or solutions architect role. You are comfortable leading the delivery of complex technical solutions and managing customer expectations in a post-sales or implementation environment. Deep OpenShift or Kubernetes Expertise: You possess extensive hands-on experience with OpenShift or Kubernetes. You deeply understand how to deploy, scale, and manage complex workloads, operator lifecycles, and resource quotas in a containerized environment. Performance & Optimization Mindset: You have a background or strong interest in system performance. You understand concepts regarding latency, throughput, and efficient resource utilization. Inference background: You should already have familiarity with inference technologies such as Kserve, vLLM, and potentially llm-d. Functional Python Skills: You are capable of reading and writing Python code to script automation or interact with necessary libraries. Communication Skills: Excellent written and verbal communication skills in English. You can confidently present to audiences ranging from operations teams to business leadership. The following will be considered a plus: Familiarity with the AI Stack: Experience with tools like llm-compressor, guidellm, etc. Networking Knowledge: Understanding of networking concepts (L7/Gateway API) or high-performance computing networking. Model Tuning Experience: Exposure to post-training techniques such as knowledge distillation, LoRA/QLoRA, or quantization. #LI-HM1 The salary range for this position is $116,270.00 - $191,840.00. 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. 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. We’re the world’s leading provider of enterprise open source solutions—including Linux, cloud, container, and Kubernetes. We deliver hardened solutions that make it easier for enterprises to work across platforms and environments, from the core datacenter to the network edge. At Red Hat, our commitment to open source extends beyond technology into virtually everything we do. We collaborate and share ideas, create inclusive communities, and welcome diverse perspectives from all Red Hatters, no matter their role. It’s what makes us who we are. Some of the most knowledgeable and passionate people in the technology industry work here. Whether we’re building software, championing our products, or training new associates, we’re collaborating openly to make a difference in the world of open source and beyond.