AMD is looking to improve the customer experience for its Software Solutions for ML inferencing by facilitating adoption and delivering best-in-class customer experience.
Requirements
- Experience working with AI frameworks such as PyTorch and ONNX
- Proven experience deploying and optimizing ML models on embedded hardware
- 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
- Hands-on experience with Python, C, and C++
- Expertise with popular development tools such as Git, CMake, Make, Conda, Docker, VSCode, bash, Linux
Responsibilities
- Evaluate end-to-end ML inferencing pipelines optimized for AMD’s Embedded devices
- Develop use cases, examples, tutorials, and methodology collaterals for AI inference software components and ecosystems
- Engage with engineering teams to collaborate on product development, analyze product/feature specifications and usability
- Interact with internal and external customers to understand their issues, assist them in debugging their workflows
- Collaborate with the sales and marketing teams on strategic business engagements
- Work closely with R&D to prioritize issues and manage escalations
- Conduct performance benchmarking, memory profiling, and bottleneck analysis
Other
- Communicate problems, solutions, and project status up to the executive level
- Assume consultative or senior level responsibilities for large projects or product development initiatives
- Influence technical decisions that have a significant impact on multiple products or the product line
- Ability to think from the end-user's perspective, understand their needs, and advocate for them
- Documentation skills with the ability to present features, solutions clearly and concisely
- Excellent analytical, problem-solving, and communication skills
- Bachelor’s or Master’s in computer engineering or computer science or electrical engineering, or comparable disciplines
- Location: San Jose, CA OR Longmont, CO
