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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.

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.

This posting is for an existing vacancy.

Senior AI/ML Software Use Cases Validation Engineer