AI Infrastructure Engineer

3 weeks ago

Bengaluru, India Cisco Full time

AI Infrastructure Engineer - C++/Golang (Low Level Coding/Programming) | Artificial Intelligence | Linux | Kubernetes | Kernel

IMPACT

Cisco is seeking a forward-thinkingAI Infrastructure Engineerto help design and implement the next-generation AI products. This role will focus on delivering high-performance, efficient, and reliable solutions that power AI workloads across Cisco's ecosystem.

As an AI Infrastructure Engineer at Cisco, you will play a pivotal role in shaping the AI systems that enable cutting-edge innovations. Your work will directly impact:

-The performance and efficiency of AI workloads on the node.

-The reliability and availability of AI systems for Ciscos customers.

-Advancements in AI and machine learning infrastructure, enabling better utilization and improving efficiency for applications across industries.

-Collaboration across internal teams to bring system level innovation across different cisco products.

Your contributions will help Cisco maintain its leadership in AI infrastructure development and influence the broader AI and machine learning community.

Key Responsibilities

-Design and develop node-level infrastructure components to support high-performance AI workloads.

-Benchmark, analyze, and optimize the performance of AI infrastructure, including CUDA kernels and memory management for GPUs.

-Minimize downtimethrough seamless configandupgrade architecture for software components.

-Manage the installation and deployment of AI infrastructure on Kubernetes clusters, including the use of CRDs and operators.

-Develop and deploy efficient telemetry collection systems for nodes and hardware components without impacting workload performance.

-Work with distributed system fundamentals to ensure scalability, resilience, and reliability.

-Collaborate across teams and time zones to shape the overall direction of AI infrastructure development and achieve shared goals.

Minimum Qualifications:

-Proficiency in programming languages such as C/C++, Golang, Python, or eBPF.

-Strong understanding of Linux operating systems, including user space and kernel-level components.

-Experience with Linux user space development, including packaging, logging, telemetry and lifecycle management of processes.

-Strong understanding of Kubernetes (K8s) and related technologies, such as custom resource definitions (CRDs).

-Strong debugging and problem-solving skills for complex system-level issues.

-Bachelors degree+ and relevant 11+ years of Engineering work experience.

Preferred Qualifications:

-Linux kernel and device driver hands-on expertise is a plus.

-Experience in GPU programming and optimization, including CUDA, UCX is a plus.

-Experience with high-speed data transfer technologies such as RDMA.

-Use of Nvidia GPU operators and Nvidia container toolkit and Nsight, CUPTI.

-Nvidia MIG and MPS concepts for managing GPU consumption.

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