Advanced Microdevices Pvt. Ltd. (India) · 9 hours ago
Performance Infrastructure Engineer- Data Center GPU
Austin, TX
Full-time
Onsite
Senior Level
5+ years expAdvanced Micro Devices, Inc. is focused on building great products that accelerate next-generation computing experiences. They are seeking a Performance Infrastructure Engineer to drive GPU products’ performance attainment solutions, focusing on workload automation and performance analysis for advanced machine learning workloads.
BiotechnologyIndustrialPharmaceuticalManufacturingBiopharma
No H1B
Responsibilities
Assess and understand the current automation and performance analysis infrastructure, identifying strengths, gaps, and opportunities for improvement
Collaborate with internal teams to gather technical requirements and understand evolving needs
Develop a forward looking plan that balances reusing existing systems with building new infrastructure where appropriate
Design, develop, and maintain automation and performance analysis tooling using Python, Bash, Make, and related technologies
Build and enhance workflow automation solutions using internally developed tools to orchestrate ML workloads
Develop new techniques and tooling to optimize ML workload execution, profiling, and analysis at scale
Qualification
Required
Strong backgrounds in Python development
Linux system administration
Build toolchain expertise
Experience building or using internal workflow orchestration platforms to manage and execute distributed or multi-system compute workloads
Familiarity with server hardware, networking protocols, and mixed hardware/software environments
Ability to adapt quickly to new tools and technologies and apply them effectively
Ability to manage multiple tasks, priorities, and release cycles in parallel
Assess and understand the current automation and performance analysis infrastructure, identifying strengths, gaps, and opportunities for improvement
Collaborate with internal teams to gather technical requirements and understand evolving needs
Develop a forward looking plan that balances reusing existing systems with building new infrastructure where appropriate
Design, develop, and maintain automation and performance analysis tooling using Python, Bash, Make, and related technologies
Build and enhance workflow automation solutions using internally developed tools to orchestrate ML workloads
Develop new techniques and tooling to optimize ML workload execution, profiling, and analysis at scale
Bachelor's degree in a Computer Engineering/Computer Science field with 7+ years of hands-on experience, or a Master's degree with 5+ years of relevant experience
Preferred
Strong development experience in Python and/or Bash (or equivalent scripting languages)
Experience with Github, Jenkins, or similar CI/CD and code review systems
Linux system administration experience preferred
Experience developing automated test infrastructure and orchestrating multisystem workflows is preferred. Ansible experience is a bonus
Strong analytical, problem solving, and debugging skills
Excellent communication skills; must be a critical thinker and self-starter
Ability to quickly learn and apply new tools, technologies, and frameworks
Networking experience preferred, including common protocols and basic debugging
Experience with Docker/containers and/or virtualization technologies preferred
Benefits
AMD benefits at a glance.
Company
Advanced Microdevices Pvt. Ltd. (India)
Advanced Microdevices (mdi) is a leader in innovative membrane technologies.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Nalini Kant Gupta
Founder & Managing Director
Recent News
2024-10-18
2024-10-16
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