ML Triage Engineer

WHAT YOU DO AT AMD CHANGES EVERYTHING
At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you'll discover the real differentiator is our culture. We push the limits of innovation to solve the world's most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.
Together, we advance your career.
Join AMD as a ML Triage Engineer and become the first line of defense in maintaining the quality, reliability, and performance of AMD's ROCm software stack. In this critical role, you'll perform initial assessment, diagnosis, root cause analysis, and assignment of defects reported across different devices and operating systems. You'll collaborate closely with kernel/compiler/runtime developers, driver teams, and CI/CD infrastructure engineers to ship high-quality releases that meet our correctness, conformance, and performance goals.

Key Responsibilities

• Initial investigation: Analyze incoming bug reports, failed tests, customer feedback, and other issues to understand the problem.
• Issue diagnosis: Determine the nature of the problem, whether it's a product defect, automation issue, or test environment issue.
• Root cause analysis: Perform in-depth investigation to identify the root cause of a problem.
• Assignment: Route issues to the appropriate development team or engineer
• Automation: Develop tools and scripts to automate parts of the triage and debugging process.
• Collaboration: Work with support, QA, and development teams to ensure efficient problem-solving.

Preferred Experience/Skills

• Education: BS/MS in Computer Engineering, Computer Science, or a related field
• System Programming: Strong background in C, C++ or other system programming languages
• Python Proficiency: Demonstrated expertise in Python for scripting and automation
• Neural Networks: Familiarity with neural network architectures, preferably generative AI models (Transformers, Diffusion models)
• ML Frameworks: Familiarity with machine learning frameworks such as PyTorch, TensorFlow, ONNX, JAX, or similar
• Debugging Tools: Experience with debugging, logging, and issue-tracking tools
• Linux Development: Practical experience with testing and development on Linux environments

Bonus

• Scripting: Knowledge of Bash, PowerShell, or similar scripting languages
• GPU Programming: Familiarity with GPU programming (CUDA, HIP, OpenCL, Vulkan) or high-performance computing
• Open-source: Experience contributing to open-source projects
• Windows Development: Experience with testing and development on Windows platforms

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.