Nvidia - Santa Clara, CA

posted 24 days ago

Full-time - Senior
Santa Clara, CA
Computer and Electronic Product Manufacturing

About the position

The Senior Artificial Intelligence Algorithms Engineer at NVIDIA is responsible for designing, developing, and optimizing AI solutions for various real-world applications. This role requires a strong understanding of AI and Deep Learning, along with a solid algorithmic background. The engineer will collaborate with internal partners and the open-source community to implement optimized AI algorithms, define APIs, and analyze functionality coverage to create comprehensive toolsets and libraries.

Responsibilities

  • 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
  • Analyze, influence, and improve AI/DL libraries, frameworks, and APIs according to good engineering practices
  • Research, prototype, and develop effective tools and infrastructure pipelines
  • Publish innovative results on Github and scientific publications

Requirements

  • A PhD or Master's Degree (or equivalent experience) and 10+ years of industry experience in Computer Science, AI, Applied Math, or related field
  • Strong Mathematical fundamentals and AI/DL algorithms skills or experience
  • Excellent programming, debugging, performance analysis, test design and documentation skills
  • Experience with AI/DL Frameworks (e.g. PyTorch, JAX)
  • Excellent C/C++ and Python programming skills

Nice-to-haves

  • Knowledge of GPU/CPU architecture and related numerical software
  • Prior experience with Generative AI techniques applied to Large Language Models and multimodal learning (Image, Video, Speech etc.)
  • Exposure to large-scale AI training, understanding of compute system concepts (latency/throughput bottlenecks, pipelining, multiprocessing etc.) and related performance analysis and tuning
  • Hands-on experience with inference and deployment environments (e.g. TRT, ONNX, Triton)

Benefits

  • Equity
  • Comprehensive benefits package
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