3 days ago
Markham, CanadaSenior
Responsibilities
- Research, design, and implement novel methods for efficient Generative AI training and inference.
- Design algorithmic model optimization and training methods using quantization, sparsity, and innovative parallelism strategies.
- Optimize Generative AI models for performance, efficiency, and accuracy.
- Integrate AI models into software applications and platforms in collaboration with software engineers, data scientists, and researchers.
- Collaborate with team members and cross-functional teams.
- Innovate and publish technical work.
- Stay current with advances in AI algorithms, frameworks, and technologies.
Requirements
- PhD or master’s degree in artificial intelligence, machine learning, or a related field.
- Project experience with generative tasks and familiarity with deep learning frameworks such as PyTorch, JAX, ONNX, or TensorFlow.
- Experience with linear scaling of large language models and training at scale.
- Project experience with model compression, quantization, and end-to-end inference optimization.
- Strong knowledge of artificial intelligence, deep learning, or machine learning.
- Strong Python coding skills.
- C/C++ skills are a plus.
- Experience with academic paper writing and technical innovation is expected.
- Recent publications at conferences such as NeurIPS, CVPR, ECCV, ICCV, ICML, or ICLR are a plus.
- Experience with LLMs, large multimodal models, Stable Diffusion, or text-to-video generation is a plus.
Benefits
- AMD offers training programs, mentorship opportunities, and a clear career progression path.
- The position is hybrid and located in Markham, Ontario.
- Benefits are available through AMD’s benefits program.
Categories
About AMD
AMD designs and sells CPUs, GPUs, and adaptive/embedded computing products for PCs, data centers, gaming, and edge devices. Its portfolio includes Ryzen and EPYC processors, Radeon and Instinct graphics, and adaptive SoCs from its Xilinx acquisition, sold to OEMs, cloud providers, and device makers. Founded in 1969 and headquartered in Santa Clara, it is a public company on NASDAQ and supplies semi-custom chips for major game consoles.