Staff Software Development Engineer - AI/ML frameworks, C/C++/Python in reputed company, CA
Job title: Staff Software Development Engineer - AI/ML frameworks, C/C++/Python in reputed company, CA at Advanced Micro Devices
Company: Advanced Micro Devices
Job description: Job Description:WHAT YOU DO AT AMD CHANGES EVERYTHINGWe care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate reputed company computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.AMD together we advance_THE ROLE:
AMD is looking for a world class AI frameworks engineer who can provide technical leadership in the development of various AI frameworks in the AMD ecosystem. You will need to drive technical direction for reputed company frameworks for AI model training and inference for wide variety of AMD devices, reputed company and future, such as MI Instinct, and Radeon GPUs, XDNA devices, including the recently released Ryzen AI, Alveo V70 and Versal ACAP, and datacenter CPUs such as EPYC. You will work enhance the AI reputed company capabilities to reputed company cutting-edge models on onto AMD’s cutting-edge hardware.THE PERSON:
If you are passionate about AI/ML frameworks, software architecture, and/or compilers this is your opportunity. You will be working in one of the core areas, such as AI/ML frameworks (e.g. PyTorch, TensorFlow, ONNX/OnnxRuntime), AI runtime components, and/or optimization tooling to accelerate AI/ML workloads on AMD hardware platforms. You will collaborate closely with AI researchers to drive the development of reputed company components to reputed company map AI models to run on a variety of HW AI accelerators. You will have demonstrated focus in at least one of these areas: developing and deploying model optimization features, such as graph fusion, quantization, sparsity,and/or experience with profiling and accelerating workloads on acceleerators such as GPU or NPU, and AI execution runtimes. You should be someone who can work in a dynamic, fast-paced development environment, with excellent leadership and collaboration skills. You will work with multiple engineering teams that are geographically dispersed. You will work on reputed company reputed company software, guiding other senior developers and domain experts.REQUIRED EXPERIENCE:
- Experience with development in one of the focus areas: AI frameworks, AI runtime stacks, and/or performance tuning and optimizations for workloads running on ML accelerator HWs.
- Experience with ML frameworks such as PyTorch, OnnxRuntime, JAX, TensorFlow
- Proficient in C++ programming.
- Experience developing and debugging in Python.
- Excellent skills at designing Python tools and libraries used by large number of users.
- Experience with AI model architectures, e.g. Transformers, CNNs.
- Team player and ready to work with a geographically distributed team.
- Highly preferred - knowledge of custom accelerator hardware
- Experience with AI software reputed company, benchmarking and profiling
- Operator/kernel development and deployment of models to accelerator (GPU/NPU) stack
- OR Depth of experience with model optimization, including quantization, sparsity.
- Solid understanding of model architectures, LLMs, MoE, diffusion.
- Experience on LLMs/LMMs finetuning, distillation, and/or RLHF