Senior Dl Algorithms Engineer - Inference Optimizations jobs at Nvidia
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Understand, analyze, profile, and optimize deep learning inference workloads on state-of-the-art hardware and software platforms. Collaborate with researchers and engineers across NVIDIA, providing guidance on improving the performance of workloads....
Designing new experiences for various use cases of employing deep learning models. Designing and implementing production-quality cloud-based systems across NVIDIA’s deep learning platform stack. Collaborating with researchers and engineers across...
Orchestrate the integration of new hardware functionalities into TensorRT'scompilerand runtime. Work closely with teams and stakeholders across the whole hardware and software stack to understand and leverage new features to...
Develop algorithms for AI/DL, data analytics, machine learning, or scientific computing. Tackle large-scale distributed systems capable of performing end-to-end AI training and inference-deployment (data fetching, pre-processing, orchestrate and run model...
Contribute to the cutting-edge open source NeMo framework. Develop and maintain SOTA GenAI models (e.g., large language models (LLMs), multimodal LLMs). Tackle large-scale distributed systems capable of performing end-to-end AI...
Research and Development: Explore and incorporate contemporary research on generative AI, agents, and inference systems into the NVIDIA LLM software stack. Workload Analysis and Optimization: Conduct in-depth analysis, profiling, and...
MS or PhD in Computer Science or engineering (or equivalent experience). 6+ years developing or supporting the development of a large software vertical or the equivalent. Fluency in C++ and/or...
Understand, analyze, profile, and optimize deep learning inference workloads on state-of-the-art hardware and software platforms. Collaborate with researchers and engineers across NVIDIA, providing guidance on improving the performance of workloads....
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