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Senior AI/ML Software Use cases Validation Engineer
Job Summary
We are looking for a Senior Software Engineer (SSE) to lead validation of AI/ML compute stacks and Physical AI SDKs. The role focuses on end‑to‑end AI pipeline validation, benchmarking, and performance optimization across Linux platforms, aligned with real customer use cases.
Key Responsibilities
Validation of AI/ML compute stacks on Ubuntu and Yocto
Define and execute validation plans covering functional, performance, stress, regression, and scalability testing
Own defect lifecycle including triage, root cause analysis, and closure
Validate end‑to‑end AI pipelines:
- Model training, conversion, and optimization (e.g., PyTorch → ONNX)
- Kernel execution, memory transfers, and inference accuracy
Define and run AI benchmarking and profiling for training and inference workloads
Validate AI frameworks and runtimes (PyTorch, TensorFlow, ONNX Runtime)
Execute workloads on ROCm/HIP, CUDA, OpenCL, and heterogeneous accelerators
Build and maintain Python‑based automation for validation, benchmarking, and reporting
Mentor junior engineers and clearly communicate quality and performance metrics
Technical
- 4–8 years experience in AI/ML validation
- Strong Python scripting and automation skills
- Solid ML fundamentals including deep learning , LLMs ** HIP, CUDA, OpenCL, and TensorFlow/PyTorch** integrations
- Hands‑on experience with ROCm validation and end‑to‑end AI pipeline validation experience
- Strong Linux expertise (Ubuntu, Yocto)
Validation & Process
- Performance‑driven validation mindset with focus on release readiness
- High ownership and ability to work independently
Soft Skills
Strong analytical and problem‑solving skills with clear written and verbal communication, and the ability to collaborate effectively with global, cross‑functional teams.
Preferred Qualifications
- Benchmarking on CPU, GPU, and AI accelerators
- Performance tuning of large models (memory optimization, mixed precision)
Education
Bachelor’s or Master’s degree in AI/ML, Computer Science, Robotics, Electronics, or related field.
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_Benefits offered are described: _AMD benefits at a glance.
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.
AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s “Responsible AI Policy” is available here.
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This posting is for an existing vacancy.