Network Development Engineer, ML Network

About This Role

This engineering role focuses on shaping the future of network infrastructure for Machine Learning training and inference workloads, using network engineering, software engineering, and leadership skills. You will be part of the Core Networking team, specifically in Network Fabric Engineering (NFE), building and operating Amazon's networks that support AWS customers.

Responsibilities

• Create and implement changes on the network
• Work closely with automation teams in defining the tools that allow for higher volume scaling
• Lead network projects in areas such as network sustaining engineering, deployment/implementation, scaling, technology refresh, best practices application, and/or network optimization
• Sustain Amazon Web Services
• next generation networks for significant AWS customers by providing critical network support to diagnose, mitigate impact, and resolve large-scale networking events
• Operate and troubleshoot network routing, interconnectivity, platforms, performance, and configurations issues; including necessary low-level application interaction, Unix systems, and new age networking software tools
• Drive and support innovation from Top of Rack to the Network Border and everything in between
• Partner with the broader Network/Infrastructure organization in the areas of network engineering, configurations standards, and tools
• Work closely with Network/Systems/Software Engineering teams to ensure fast, smooth roll-out of new designs and products, as well as assist with deployment and sustaining of networking software tools
• Maintain standards across the networking toolset and ensure full compliance to those standards and policies
• Deliver simple, sustainable and repeatable solutions and processes
• Collaborate with highest tier escalation engineers/resolvers
• Create and review documentation and processes regarding network implementation/deployments, recurring issues, new standard operating procedures, knowledge transfer material, etc.

Requirements

• 4+ years of major internet routing protocols experience
• 4+ years of working in a Linux/Unix environment experience
• 4+ years of experience in designing large scale networks
• 4+ years of operating large scale networks and operational excellence

Nice to have:

• 1+ years of automation scripting using Python, Bash, Shell and/or Perl experience
• Knowledge of Machine Learning and LLM fundamentals, including transformer architecture, training/inference lifecycles, and optimization technique
• 4+ years of optimizing network performance with solid experience in the end-to-end stack (network and servers)

Benefits

• Sign-on payments
• Restricted stock units (RSUs)
• Health insurance (medical, dental, vision, prescription, Basic Life & AD&D insurance and option for Supplemental life plans, EAP, Mental Health Support, Medical Advice Line, Flexible Spending Accounts, Adoption and Surrogacy Reimbursement coverage)
• 401(k) matching
• Paid time off
• Parental leave

Important Details

• Schedule: 24x7 team on call rotation
• Locations: New York, NY, USA

About the Company

AWS Infrastructure Services owns the design, planning, delivery, and operation of all AWS global infrastructure, supporting all AWS data centers and their equipment to ensure continual access to innovation for customers. Amazon Web Services (AWS) is the world -s most comprehensive and broadly adopted cloud platform, pioneering cloud computing and innovating for startups to Global 500 companies.