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Senior Deep Learning Software Engineer

2 months ago

Durham, North Carolina, United States NVIDIA Full time
Job Description

We are seeking a highly skilled Senior Deep Learning Software Engineer to join our cuDNN team at NVIDIA. As a key member of our team, you will be responsible for designing, building, and shipping high-quality software that powers the latest advancements in AI.

Key Responsibilities
  • Develop production-quality software that integrates with NVIDIA's AI software stack, including cutting-edge large language model support.
  • Analyze the performance of critical workloads, optimize our current software, and propose improvements for future software.
  • Collaborate with cross-functional teams of deep learning software engineers and GPU architects to innovate across applications like large language models, autonomous driving, computer vision, and recommender systems.
  • Stay up-to-date with the latest trends in machine learning, especially in large language models, and apply this knowledge to drive innovation in our software.
  • Mentor junior engineers on the team and contribute to the growth and development of our team's expertise.
Requirements
  • M.S. Degree in Computer Science, Electrical Engineering (or similar), or equivalent experience.
  • 4+ years of relevant work or research experience.
  • Strong programming skills in C/C++ development, work experience with CUDA development, and familiarity with Python.
  • Good understanding of linear algebra.
  • Familiarity with the latest trends in machine learning, especially in large language models.
  • Experience designing high-level software architecture.
  • Excellent problem-solving skills, including applications of algorithms and data structures.
  • Experience with performance analysis, profiling, and code optimization.
  • Ability to work independently, define project goals and scope, and lead your own development effort.
Preferred Qualifications
  • GPU programming and optimization expertise (e.g. CUDA or OpenCL).
  • Practical experience with machine learning, especially deep learning.
  • Strong experience with data science, statistical analysis, and visualization.
  • Previous work on large complex codebases with many other developers, especially libraries, compilers, or system software.
  • Track record of identifying new technologies and incorporating them into software development flows.
Compensation and Benefits

The base salary range for this position is $180,000 - $339,250 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. You will also be eligible for equity and benefits. NVIDIA accepts applications on an ongoing basis.

NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. We do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.