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Nvidia Senior Deep Learning Performance Software Engineer 
Netherlands 
346634381

31.07.2024

What you’ll be doing:

  • Implement deep learning models from multiple data domains (CV, NLP/LLMs, ASR, TTS, RecSys and others) in multiple DL frameworks (PyT, JAX, TF2, DGL and others)

  • Implement and test new SW features (Graph Compilation, reduced precision training) that use the most recent HW functionalities.

  • Analyze, profile, and optimize deep learning workloads on state-of-the-art hardware and software platforms.

  • Collaborate with researchers and engineers across NVIDIA, providing guidance on improving the design, usability and performance of workloads.

  • Lead best-practices for building, testing, and releasing DL software

What we need to see:

  • 5+ years of experience in DL model implementation and SW Development

  • BSc, MS or PhD degree in Computer Science, Computer Architecture, Mathematics, Physics or related technical field or equivalent experience

  • Excellent Python programming skills, extensive knowledge of at least one DL Framework

  • Strong problem solving and analytical skills

  • Algorithms and DL fundamentals

Ways to stand out from the crowd:

  • Experience in performance measurements and profiling

  • Experience with running large-scale workloads in HPC clusters

  • Knowledge and love for DevOps/MLOps practices for Deep Learning-based product’s development.

  • Solid understanding of Linux environments and containerization technologies such as Docker

  • GPU programming experience (CUDA or OpenCL) is a plus but not required.