ML Cluster Validation Architect — Scale-Out & Automation

Socket.dev; Seattle (WA); On-site; USD 170,000 - 230,000; Full time

Job summary

AMD seeks a collaborative Systems Validation and SW Architect to develop methodologies and Validation content for system-level hardware, firmware and software validation on machine learning systems. You will work with architecture, design, and post-silicon teams to identify and resolve complex system issues, improving debug and Validation features.

This role emphasizes automation, scalable validation, and cross-functional collaboration.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.

Responsibilities

• Lead the definition of the Validation procedures to validate the design of various system components on the next generation of machine learning architectures.
• Lead efforts to validate Scale-up and Scale-out architectures, including definition of Validation plans at cluster-level as well as writing code to support the validation.
• Translating system specs into a robust system integration Validation plan.
• Develop complex/critical Validation content as well as monitoring/debug/root-cause SW mechanisms that others can use in their plans.
• Establish methods to validate, monitor and root-cause errors at cluster-level.
• Make improvements to system level integration Validation strategies, methodologies, and processes
• Collaboration with customer and multi-functional HW and SW teams to debug and tackle complex issues
• Efficiently execute Validation plans to meet time-to-market requirements
• Confidently describe Validation procedures and issues to internal and external stakeholders
• Investigate, profile and enable Validation content for a wide variety of system domains, as well as benchmarks and proxies for customer workloads into our own Validation frameworks.
• Develop and improve automation features according to requirements

Education

Bachelor’s or Master’s degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent

Job description

AMD seeks a collaborative Systems Validation and SW Architect to develop methodologies and Validation content for system-level hardware, firmware and software validation on machine learning systems. You will work with architecture, design, and post-silicon teams to identify and resolve complex system issues, improving debug and Validation features.

This role emphasizes automation, scalable validation, and cross-functional collaboration.