MTS Software System Design Eng.
3 weeks ago
Job Description
WHAT YOU DO AT AMD CHANGES EVERYTHING
We 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_
AI/ML Development Engineer
Job Description:
We are seeking a highly skilled AI/ML Development Engineer with deep expertise in cutting-edge AI and machine learning algorithms and inference workloads. The ideal candidate will have comprehensive experience across key embedded domains including computer vision, voice recognition, and generative AI leveraging large language models (LLMs).
Key Responsibilities:
- Design, develop, and optimize AI/ML models and inference pipelines tailored for embedded systems.
- Implement and integrate AI/ML model operators and kernels on popular hardware accelerators such as GPUs and NPUs.
- Perform model quantization and apply other efficient inference techniques to maximize performance and resource utilization on embedded platforms.
- Deliver end-to-end AI solutions including deployment, performance profiling, and debugging for customer-specific applications.
- Collaborate closely with cross-functional teams to resolve technical issues and optimize AI workloads in real-time embedded environments.
- Develop and maintain software primarily on Linux platforms, utilizing standard AI frameworks such as ONNX Runtime and AMD ROCm.
Qualifications:
- In-depth knowledge of state-of-the-art AI/ML algorithms and inference workloads, with a strong focus on embedded applications.
- Proven experience with AI/ML model operators and kernel development on hardware accelerators including GPUs and NPUs.
- Hands-on expertise in model quantization and efficient inference methods for resource-constrained embedded systems.
- Solid experience with Linux-based software development, real-time embedded systems, and AI frameworks like ONNX Runtime and AMD ROCm.
- Strong problem-solving skills and ability to troubleshoot and resolve customer-specific AI/ML deployment issues.
Preferred:
- Experience with computer vision, voice recognition, and generative AI (LLMs) applications.
- Familiarity with performance profiling and optimization tools for embedded AI workloads
ACADEMIC CREDENTIALS:
- Bachelor's or Master's degree in Computer or Electrical Engineering or equivalent
#LI-MK1
Benefits offered are described: .
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.
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