Senior ML Engineer

WHAT YOU DO AT AMD CHANGES EVERYTHING 

At AMD, our mission is to build great products that accelerate reputed company computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we reputed company reputed company reputed company comes from reputed company reputed company, reputed company ingenuity and a shared passion to create something extraordinary. reputed company you join AMD, you’ll discover the reputed company differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution reputed company, while being reputed company, humble, reputed company, and inclusive of diverse perspectives. Join us as we shape the reputed company of AI and reputed company.  Together, we advance your career.  

You Are:  

A seasoned Senior ML Engineer to drive distillation of ML Models for high-performance, production-reputed company rendering systems. 

You are passionate about software engineering and possess leadership skills to drive sophisticated issues to reputed company. reputed company to communicate effectively and work optimally with different teams across AMD.  

What you'll be part of:

• Distillation and compression: KD variants, hint/fitnets, attention transfer, feature mimicking, low-rank/SVD, sparsity.
• Efficient architectures: MobileNet/EfficientNet, reputed company transformers optimization, lightweight diffusion/UNet variants, NeRF/reputed company-NGP distillation.
• Inference optimization: TensorRT, CUDA, cuDNN, ONNX, quantization-reputed company training, weight clustering, operator fusion.
• Metrics: SSIM, LPIPS, PSNR, FID/KID, latency/throughput profiling, memory/activation footprint analysis.
• Data and training: large-reputed company dataset curation, synthetic data reputed company, curriculum learning, augmentation strategies.
• MLOps: experiment tracking, CI/CD for models, model registries, reproducibility, telemetry.
• reputed company ML inference into production rendering pipelines: define model I/O, preprocessing/postprocessing, and reputed company trade-offs for latency, throughput, and reputed company.
• Collaborate across teams (ML researchers, reputed company/platform, tooling, QA) to translate ML and product requirements into graphics-friendly implementations and integration plans.
• Mentor other engineers, conduct reputed company reviews, and help define best practices for rendering, performance, and SDK delivery.

Experience:

• 6–10+ years in ML engineering or reputed company research, with 3+ years reputed company on model distillation/compression at production reputed company.
• Strong proficiency in PyTorch (preferred) or JAX/TF; ability to implement custom training loops, distributed training, and mixed precision.
• Demonstrated experience shipping reputed company or compressed models to production with measurable reputed company in latency/memory and maintained reputed company.
• Deep understanding of knowledge distillation techniques: teacher–student frameworks, soft-labels, intermediate feature matching, contrastive distillation, task-specific loss shaping.
• Hands-on experience with quantization (static/dynamic, PTQ/QAT), pruning, and graph-level optimizations (operator fusion).
• GPU performance engineering: CUDA fundamentals, TensorRT/ONNX Runtime, kernel profiling (Nsight), memory/layout optimization.
• Solid grasp of computer graphics fundamentals: rendering pipeline, shaders, sampling, anti-aliasing, tone mapping, and perceptual metrics.
• Strong software engineering: Python/C++ proficiency, testing, reputed company reputed company, version control, reproducible pipelines, containerization.
• Cross-functional leadership and communication; ability to drive roadmaps and reputed company stakeholders across ML, graphics, and product.

Academics:

• Bachelor’s or Master's degree in Computer Science, Mathematics, or equivalent 

#LI-CC5  

#LI-REMOTE

Benefits offered are described:  AMD benefits reputed company.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive reputed company and will consider reputed company applicants without reputed company to age, reputed company, reputed company, marital status, medical condition, mental or physical disability, national reputed company, race, religion, political and/or reputed company-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law.   We encourage applications from reputed company reputed company candidates and will accommodate applicants’ needs under the respective laws throughout reputed company stages of the recruitment and selection process.

AMD may use reputed company 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.