Advanced Microdevices Pvt. Ltd. (India) ยท 3 months ago
Power Attainment Engineer - Data Center GPU
Austin, TX
Full-time
Hybrid
Senior Level, Lead/Staff
8+ years expAdvanced Micro Devices, Inc is dedicated to building innovative products that enhance next-generation computing experiences. The Power Attainment Engineer will be responsible for silicon and system level electrical validation, optimizing performance and power management features for AMD's Datacenter GPU products.
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Responsibilities
Execute Power Attainment test plans in post-silicon phases in support of Data Center GPU product roadmap optimizing for power, perf/watt and performance
Configure and setup ML/AI Datacenter GPU systems for data collection, experiments and test plan execution
Utilize lab equipment such as oscilloscope, high speed probes, function generator and data acquisition equipment to gather required electrical characterization data for power and performance optimization
Actively participate in analysis of post silicon performance and power data collected to ensure integrity of results, provide summary and conclusions of results, drive productization of features
Analyze and debug interactions between various power management features
Analyzing data from workload or execution output datalogs using excel or JMP analysis tools manually or developed automation
Execute ROI analysis of power management features and provide feedback to power management architecture team
Support prototyping experiments and development of new GPU features that impact performance and power
Electrically stress the system, validate the limits of ASIC and system/board components and optimize settings for stability and performance
Troubleshoot system-level issues that may occur in test environments and platforms
Proactively drive continuous improvement for post-silicon power attainment activities
Participate in development of automation environment in developing scripts automating workloads, enhancing capabilities of execution capabilities in Linux, Python and other support software support tools
Work in a fast-paced resource constrained environment to build top of the line HPC & AI GPU products
Qualification
Required
Strong Power fundamentals
Understanding of Power Management features
Hands-on experience optimizing Power Management features
Silicon validation experience
Good understanding of PID controllers
Understanding of PDN
Understanding of Physical design
Understanding of Semiconductor Process
Understanding of Thermal/Power interactions
Power/Performance optimization background
Power Models background
Excellent communication skills
Critical problem-solving skills
Data analysis and visualization skills
Ability to multi-task and work with cross-domain, cross-functional teams
Self-starter
Strong team collaborator
Ability to independently drive tasks to completion
Hands-on experience with hardware
Ability to utilize scopes and probes to gather detailed electrical information
Automation, scripting, data processing and analysis skills
Leadership and mentorship skills to lead, train and groom college grads or junior engineers
Execute Power Attainment test plans in post-silicon phases
Configure and setup ML/AI Datacenter GPU systems for data collection
Utilize lab equipment such as oscilloscope, high speed probes, function generator and data acquisition equipment
Participate in analysis of post silicon performance and power data
Analyze and debug interactions between various power management features
Analyze data from workload or execution output datalogs using excel or JMP analysis tools
Execute ROI analysis of power management features
Support prototyping experiments and development of new GPU features
Electrically stress the system and validate the limits of ASIC and system/board components
Troubleshoot system-level issues in test environments
Proactively drive continuous improvement for post-silicon power attainment activities
Participate in development of automation environment in developing scripts
Work in a fast-paced resource constrained environment
Preferred
8+ years of hands-on experience as an engineer in semiconductor industry
Demonstrated ability to execute and deliver multiple projects in a timely fashion
Prioritizing work items in a fast-paced environment
Excellent grasp of computer organization/architecture, GPU architecture and power management
Knowledge in power limited performance methodologies and control theory
Extensive experience in platform optimization
Solid knowledge of Computer I/O
Experience with tools for power and performance analysis
Strong programming skills, scripting experience in Python preferred
Familiarity with HPC/AI applications, benchmarks
Proficient in Linux command line environment and Shell scripting
Deep knowledge of power management techniques like deep sleep, clock gating, pstates
Experience with container technologies (ex. Docker)
Strong analytical and problem-solving skills with attention to detail
Experience in data analysis, summarization, and presentation
Excellent presentation and communication skills
Experience in use and debug of lab tools such as oscilloscopes, DAQs, power measurement capabilities
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
Company data provided by crunchbase