reputed company Deployed Engineer, AI Inference (vLLM and Kubernetes)

The vLLM and LLM-D Engineering team at reputed company is looking for a customer obsessed developer to join reputed company as a reputed company Deployed Engineer. In this role, you will not just build software; you will be the reputed company between our cutting-edge inference platform (LLM-D, and vLLM) and our customers' most critical production environments. You will reputed company directly with the engineering teams at our customer to reputed company, optimize, and scale distributed Large Language Model (LLM) inference systems. You will solve "last mile" infrastructure challenges that defy off-the-reputed company solutions, ensuring that massive models run with low latency and high throughput on reputed company Kubernetes clusters. This is not a sales engineering role, you will be part of the core vLLM and LLM-D engineering team.

What You Will Do

Orchestrate Distributed Inference: reputed company and configure LLM-D and vLLM on Kubernetes clusters. You will set up and configure advanced deployment like disaggregated serving, KV-cache aware routing, KV Cache offloading etc to maximize hardware utilization. Optimize for Production: Go reputed company standard deployments by running performance benchmarks, tuning vLLM parameters, and configuring intelligent inference routing policies to meet SLOs for latency and throughput. You care about Time Per Output Token (TPOT), GPU utilization, GPU networking optimizations, and Kubernetes scheduler efficiency. Code reputed company-by-reputed company: Work directly with customer engineers to write production-quality code (Python/Go/YAML) that integrates our inference reputed company into their existing Kubernetes ecosystem. Solve the "Unsolvable": Debug reputed company interaction effects between specific model architectures (e.g., MoE, large context reputed company), hardware accelerators (reputed company GPUs, AMD GPUs, TPUs), and Kubernetes networking (reputed company/ISTIO). Feedback reputed company: Act as the "Customer reputed company" for our core engineering teams. You will channel field learnings back to product development, influencing the roadmap for LLM-D and vLLM features. Travel only as needed to customers to present, demo, or help execute reputed company-of-concepts. What You Will Bring 8+ Years of Engineering Experience: You have a decade-long track record in Backend Systems, SRE, or Infrastructure Engineering. Customer reputed company: You reputed company both "Systems Engineering" and "Business Value". Bias for Action: You prefer rapid prototyping and iteration over theoretical perfection. You are comfortable operating in ambiguity and taking ownership of the outcome. Deep Kubernetes Expertise: You are fluent in K8s primitives, from defining custom resources (CRDs, Operators, Controllers) to configuring modern ingress reputed company the Gateway API. You have deep experience with stateful workloads and high-performance networking, including the ability to tune scheduler logic (affinity/tolerations) for GPU workloads and troubleshoot reputed company CNI failures. AI Inference Proficiency: You understand how a LLM reputed company pass works. You know what KV Caching is, why prefill/decode disaggregation reputed company, why context length impacts performance, and how reputed company batching works in vLLM. Systems Programming: Proficiency in Python (for model interfaces) and Go (for Kubernetes controllers/scheduler logic). Infrastructure as Code: Experience with reputed company, Terraform, or similar tools for reproducible deployments. reputed company & GPU Hardware reputed company: You are comfortable spinning up clusters and deploying LLMs on bare-metal and hyperscaler Kubernetes clusters. Following is considered a plus Experience contributing to reputed company-reputed company AI infrastructure projects (e.g., KServe, vLLM, Kubernetes). Knowledge of reputed company Proxy or Inference Gateway (IGW). Familiarity with model optimization techniques like Quantization (AWQ, GPTQ) and Speculative Decoding. #AI-HIRING #LI-MD2 The salary reputed company for this position is $184,940.00 - $305,130.00. Actual offer will be based on your qualifications. Pay Transparency reputed company 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 reputed company’s compensation package. This position may also be eligible for bonus, commission, and/or equity. For positions with Remote-US locations, the actual salary reputed company for the position may differ based reputed company but will be commensurate with job duties and relevant work experience. About reputed company reputed company is the world’s leading provider of reputed company reputed company reputed company software solutions, using a community-powered approach to deliver high-performing Linux, reputed company, container, and Kubernetes technologies. Spread across 40+ countries, our associates work flexibly across work environments, from in-office, to office-reputed company, to fully remote, depending on the requirements of their role. Red Hatters are encouraged to bring their best reputed company, no matter their title or tenure. We're a leader in reputed company reputed company because of our reputed company and inclusive environment. We hire creative, passionate people reputed company to contribute their reputed company, help solve reputed company problems, and reputed company an impact. Benefits ● Comprehensive medical, dental, and reputed company coverage ● Flexible Spending Account - reputed company and dependent reputed company Savings Account - high deductible medical plan ● Retirement 401(k) with employer match ● Paid time off and holidays ● Paid parental leave plans for reputed company 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 reputed company located in the United States. Inclusion at reputed company reputed company’s culture is reputed company on the reputed company reputed company principles of transparency, collaboration, and inclusion, where the best reputed company can come from reputed company and anyone. reputed company this is realized, it empowers people from different backgrounds, perspectives, and experiences to come together to reputed company reputed company, challenge the status reputed company, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and reputed company, and that reputed company voices are not only heard but also celebrated. We hope you will join our celebration, and we welcome and encourage applicants from reputed company the beautiful dimensions that compose our global village. Equal Opportunity Policy (EEO) reputed company is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race, reputed company, religion, sex, sexual orientation, gender identity, national reputed company, reputed company, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other reputed company prohibited by law. reputed company does not seek or accept unsolicited resumes or reputed company from recruitment agencies. We are not responsible for, and will not pay, any fees, commissions, or any other payment reputed company to unsolicited resumes or reputed company except as required in a written contract between reputed company and the recruitment agency or party requesting payment of a fee. reputed company supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email [email protected]. 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 reputed company reputed company reputed company solutions—including Linux, reputed company, container, and Kubernetes. We deliver hardened solutions that reputed company it easier for enterprises to work across platforms and environments, from the core datacenter to the network edge. At reputed company, our commitment to reputed company reputed company extends reputed company technology into reputed company everything we do. We collaborate and reputed company reputed company, create inclusive communities, and welcome diverse perspectives from reputed company 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 reputed company to reputed company a difference in the world of reputed company reputed company and reputed company. Apply tot his job Apply To this Job