AMD · 13 hours ago
Product Development Engineer for Yield Ent & Systems
AMD is a leading company in next-generation computing experiences, and they are seeking a Yield Modeling Architect to develop accurate product yield models. The role involves forecasting yields, troubleshooting product signals, and collaborating with design teams to enhance product quality and efficiency.
Responsibilities
A Yield Model Architect develops models to forecast the yield for all of AMD’s products
Detailed model validation work leveraging actual product yield is required to ensure accuracy and opportunity to improve/refine models
A Yield Model Architect also conducts in-depth investigation and analysis to identify and eliminate causes of systematic and random yield loss
Generate yield models for AMD products across all business units leveraging existing model methodology/algorithms
Validate model predictions against silicon data and make improvements to the model where necessary
Work closely with design teams to model new products in the concept phase
Develop new model algorithms and automation using AI to improve overall process efficiency and model accuracy
Yield analysis to improve supply and reduce cost of production
Fix identified problems by driving corrective actions
Ensure that correct product testing is performed on AMD products for optimal yield, performance, and quality
Interacts with Foundry technology team and the Product Engineering teams to identify product improvement limitations and opportunities
Forecast product yields over the short and long term
Engineers will be expected to bring a great deal of innovation and creativity to the role
Qualification
Required
Proficiency in coding/scripting along with strong yield/data analysis skills
A Yield Model Architect develops models to forecast the yield for all of AMD's products
Detailed model validation work leveraging actual product yield is required to ensure accuracy and opportunity to improve/refine models
Conducts in-depth investigation and analysis to identify and eliminate causes of systematic and random yield loss
Generate yield models for AMD products across all business units leveraging existing model methodology/algorithms
Validate model predictions against silicon data and make improvements to the model where necessary
Work closely with design teams to model new products in the concept phase
Develop new model algorithms and automation using AI to improve overall process efficiency and model accuracy
Yield analysis to improve supply and reduce cost of production
Fix identified problems by driving corrective actions
Ensure that correct product testing is performed on AMD products for optimal yield, performance, and quality
Interacts with Foundry technology team and the Product Engineering teams to identify product improvement limitations and opportunities
Forecast product yields over the short and long term
Engineers will be expected to bring a great deal of innovation and creativity to the role
A BSc, BSEE, or a degree in Math, Physics, or Statistics
Preferred
Strong data analysis skills are required to be effective in this role
Proficiency in Python and AI is necessary to develop and automate custom algorithms
Strong attention to details and an ability to learn on the job
Excellent written and verbal communication skills and presentations skills
Ability to design experiments and analyze results to solve problems
Knowledge of semiconductor device physics and SOC architecture is an asset
Benefits
AMD benefits at a glance.
Company
AMD
Advanced Micro Devices is a semiconductor company that designs and develops graphics units, processors, and media solutions.
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
OpenAIDaniel Loeb
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