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Senior Deep Learning Algorithm Engineer
NVIDIA
-
Masovian Voivodeship, Poland
AI Summary ✨
Requirements:
5+ years of experience.
MSc or PhD in CS, EE or CSEE or equivalent experience.
Strong background in deep learning and neural networks, both training & inference.
Deep understanding of computer architecture, and familiarity with the fundamentals of GPU architecture.
Proven experience analyzing, modeling and tuning application performance.
Programming skills in C++ and Python.
Nice to Haves:
Experience with modern LLM inference frameworks (TRT-LLM, vLLM, Ollama, etc.)
Strong fundamentals in algorithms.
Experience with production deployment of Deep Learning models.
Proven experience with processor and system-level performance modeling.
GPU programming experience (CUDA or OpenCL) is a strong plus but not required.
What you will be doing:
Understand, analyze, profile, and optimize deep learning training and 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.
Implement production-quality software across NVIDIA's deep learning platform stack.
Build tools to automate workload analysis, workload optimization, and other critical workflows.
Perks and Benefits:
Work on impacting the hardware and software roadmap of a fast-growing technology company leading the AI revolution.
Help deep learning users worldwide achieve higher training speeds.
Collaborate with diverse teams at NVIDIA and work on data center deployments.
Join one of the most desirable employers in the technology world known for its forward-thinking and hardworking employees.
Apply here
Experience:
Senior
Posted:
September 16, 2024
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