AI Product Engineer - Inference Solutions - AMD
San Jose, CA 95101
About the Job
WHAT YOU DO AT AMD CHANGES EVERYTHINGWe care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world
Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded
Underpinning our mission is the AMD culture
We push the limits of innovation to solve the world’s most important challenges
We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. AMD together we advance_AMD is looking for a highly motivated product engineer to own and manage the customer experience for AMD’s Software Solutions for ML inferencing
The successful candidate will:Facilitate adoption of AMD’s ML inferencing solutions by facilitating customer on-boarding and delivering best-in-class customer experienceWork with R&D, marketing and key customers to drive the evolution of the productSupport strategic business engagements leveraging AMD’s ML inferencing solutionsWe have competitive benefit packages and an award-winning culture
Join us! THE PERSON: The ideal candidate will be capable of communicating problems, solutions, and project status up to the executive level
You have the capability assuming the consultative or senior level responsibilities for large projects or product development initiatives, while dealing with internal and external groups on behalf of the group or project
This role allows the opportunity to influence technical decisions that have a significant impact on multiple products or the product line. Key Responsibilities Enable end-to-end AI inferencing solution productization by evaluating solutions targeting AMD's CPU/NPU/Embedded devices
This role involves extensive flow and usability analysis and generating performance data for model inferencing flows. Develop use cases, examples, tutorials, and methodology collaterals for AI inference software components and ecosystems, including Compiler, Quantizer, Optimizer, Runtime, Profiler, Visualizer, Debugger, and more. Engage with software developers to collaborate on product development, analyze product/feature specifications and usability to provide early feedback, and understand product/feature usage holistically to identify potential customer pain points
Interact with internal and external customers to understand their issues, assist them in debugging their workflows to meet critical model and flow-specific requirements, and create use cases to reproduce issues, driving successful adoption. Collaborate with the sales and marketing teams on strategic business engagements. Work closely with R&D to prioritize issues and manage escalations. PREFERRED EXPERIENCE: MSEE with demonstrated experience in relevant areas. Experience working with AI frameworks such as PyTorch and ONNX. Work experience with state-of-the-art models in one or more domains: CNN, Transformers, LLMs, Generative AIs. Experience in model analysis (CNN, LLM), performance, benchmarking, and accuracy testing. Experience in quantizing and pruning ML networks is preferred
Experience working on and managing open-source AI projects is preferred. Hands-on experience with Python, C, and C++. Expertise with popular development tools such as Git, CMake, Make, Conda, Docker, VSCode, bash, Linux. Ability to think from the end-user's perspective, understand their needs, and advocate for them. Documentation skills with the ability to present solutions clearly and concisely. Good project management skills. Familiarity with AI inference SDKs (e.g., Vitis AI, TensorRT, OpenVINO, SNPE) or AI accelerators will set you apart from other candidates. ACADEMIC CREDENTIALS: Master’s in computer engineering or computer science or electrical engineering, or comparable disciplines LOCATION:San Jose, CALongmont, CO#LI-MM2 At AMD, your base pay is one part of your total rewards package
Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position
You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive
Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan
You’ll also be eligible for competitive benefits described in more detailhere.AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services
AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.Job type: FULL TIMECategories: Engineering
Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded
Underpinning our mission is the AMD culture
We push the limits of innovation to solve the world’s most important challenges
We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives. AMD together we advance_AMD is looking for a highly motivated product engineer to own and manage the customer experience for AMD’s Software Solutions for ML inferencing
The successful candidate will:Facilitate adoption of AMD’s ML inferencing solutions by facilitating customer on-boarding and delivering best-in-class customer experienceWork with R&D, marketing and key customers to drive the evolution of the productSupport strategic business engagements leveraging AMD’s ML inferencing solutionsWe have competitive benefit packages and an award-winning culture
Join us! THE PERSON: The ideal candidate will be capable of communicating problems, solutions, and project status up to the executive level
You have the capability assuming the consultative or senior level responsibilities for large projects or product development initiatives, while dealing with internal and external groups on behalf of the group or project
This role allows the opportunity to influence technical decisions that have a significant impact on multiple products or the product line. Key Responsibilities Enable end-to-end AI inferencing solution productization by evaluating solutions targeting AMD's CPU/NPU/Embedded devices
This role involves extensive flow and usability analysis and generating performance data for model inferencing flows. Develop use cases, examples, tutorials, and methodology collaterals for AI inference software components and ecosystems, including Compiler, Quantizer, Optimizer, Runtime, Profiler, Visualizer, Debugger, and more. Engage with software developers to collaborate on product development, analyze product/feature specifications and usability to provide early feedback, and understand product/feature usage holistically to identify potential customer pain points
Interact with internal and external customers to understand their issues, assist them in debugging their workflows to meet critical model and flow-specific requirements, and create use cases to reproduce issues, driving successful adoption. Collaborate with the sales and marketing teams on strategic business engagements. Work closely with R&D to prioritize issues and manage escalations. PREFERRED EXPERIENCE: MSEE with demonstrated experience in relevant areas. Experience working with AI frameworks such as PyTorch and ONNX. Work experience with state-of-the-art models in one or more domains: CNN, Transformers, LLMs, Generative AIs. Experience in model analysis (CNN, LLM), performance, benchmarking, and accuracy testing. Experience in quantizing and pruning ML networks is preferred
Experience working on and managing open-source AI projects is preferred. Hands-on experience with Python, C, and C++. Expertise with popular development tools such as Git, CMake, Make, Conda, Docker, VSCode, bash, Linux. Ability to think from the end-user's perspective, understand their needs, and advocate for them. Documentation skills with the ability to present solutions clearly and concisely. Good project management skills. Familiarity with AI inference SDKs (e.g., Vitis AI, TensorRT, OpenVINO, SNPE) or AI accelerators will set you apart from other candidates. ACADEMIC CREDENTIALS: Master’s in computer engineering or computer science or electrical engineering, or comparable disciplines LOCATION:San Jose, CALongmont, CO#LI-MM2 At AMD, your base pay is one part of your total rewards package
Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position
You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive
Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan
You’ll also be eligible for competitive benefits described in more detailhere.AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services
AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.Job type: FULL TIMECategories: Engineering
Source : AMD