Senior Lead Software Engineer - LLM Ops Platform Reliability
Overview Help shape how AI systems run reliably in production at scale. In this role, you will build and operate large language model serving infrastructure, applying strong engineering fundamentals and site reliability practices to cutting-edge AI platforms. You will work hands-on with cloud and Kubernetes-based deployments, deep observability, and cost-conscious performance tuning. If you enjoy solving hard production problems and delivering measurable improvements to platforms, this role offers meaningful impact and growth.
Senior Lead Software Engineer - LLM Ops Platform Reliability
Overview Help shape how AI systems run reliably in production at scale. In this role, you will build and operate large language model serving infrastructure, applying strong engineering fundamentals and site reliability practices to cutting-edge AI platforms. You will work hands-on with cloud and Kubernetes-based deployments, deep observability, and cost-conscious performance tuning. If you enjoy solving hard production problems and delivering measurable improvements to platforms, this role offers meaningful impact and growth.
About J.P. Morgan As a Senior Lead Software Engineer within the AI and Machine Learning Platform team, you will build and scale AI infrastructure that modernizes traditional infrastructure management and site reliability engineering through applied AI. You will own the reliability, performance, and cost-efficiency of the LLM inference platform end-to-end. You will operate LLM serving stacks in production at scale, with deep instrumentation and strong operational rigor. You will partner across engineering teams to deliver secure software, improve stability, and lead incident response and continuous improvement.
Responsibilities - Design, develop, troubleshoot, and deliver secure, production-grade software and services for AI infrastructure - Build backend services and APIs enabling reliable operation of AI infrastructure in production - Operate and scale LLM serving infrastructure, including model hosting, request routing, batching, and cache op
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About J.P. Morgan As a Senior Lead Software Engineer within the AI and Machine Learning Platform team, you will build and scale AI infrastructure that modernizes traditional infrastructure management and site reliability engineering through applied AI. You will own the reliability, performance, and cost-efficiency of the LLM inference platform end-to-end. You will operate LLM serving stacks in production at scale, with deep instrumentation and strong operational rigor. You will partner across engineering teams to deliver secure software, improve stability, and lead incident response and continuous improvement.
Responsibilities - Design, develop, troubleshoot, and deliver secure, production-grade software and services for AI infrastructure - Build backend services and APIs enabling reliable operation of AI infrastructure in production - Operate and scale LLM serving infrastructure, including model hosting, request routing, batching, and cache op
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