2 days ago
Markham, CanadaMid Level
Responsibilities
- Research, design, and implement methods for efficient Generative AI training and inference.
- Optimize AI models using quantization, sparsity, architecture search, model compression, and parallelism strategies.
- Develop algorithmic model optimization and training methods for large-scale AI systems.
- Integrate AI models into software applications and platforms in collaboration with engineers, data scientists, and researchers.
- Collaborate with internal teams and publish technical and research work.
- Stay current with advances in AI algorithms, frameworks, and model-development technologies.
Requirements
- A master's degree or PhD in artificial intelligence, machine learning, or a related field.
- Project experience with generative tasks and familiarity with deep learning frameworks.
- Experience with large language model scaling and training at scale.
- 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 or C++ skills are a plus.
- Ability to write academic papers and contribute technical innovations.
- 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
- Access to cutting-edge technology, training programs, mentorship opportunities, and a clear career progression path.
- Hybrid work arrangement in Markham, Ontario.
Categories
AI ResearchML Engineering
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.