Principal Engineer, Perception ML Foundation
1 month ago
What You'll Be Doing:
- Serve as a technical leader on our most demanding, cross-functional projects.
- Enhance our DNN training code to improve training speed, scalability, and resource efficiency.
- Design training code that supports simultaneous use by multiple engineers and tasks.
- Streamline workflows to create verified, deployable artifacts from annotated data.
- Develop tools for introspection and visualization to identify areas for improvement.
- Collaborate closely with platform and perception DNN engineers, combining knowledge of large-scale ML systems with deep understanding of perception DNNs.
- Provide architectural guidance and detailed technical direction while nurturing a continuous delivery culture.
- Mentor and guide the career development of other engineers, fostering a collaborative and innovative environment.
What We Need to See:
- MSc or PhD in computer science or equivalent experience.
- 8+ years of related industry experience.
- Familiarity with modern machine learning environments such as PyTorch.
- Excellent programming skills in Python. CUDA and C++ are greatly appreciated
- Passion for software development and code quality, including writing unit tests and benchmarks.
- Strong optimization skills, from high-level ML algorithms to low-level hardware utilization.
- Ability to communicate clearly and collaborate effectively within and outside the team.
- Creativity, curiosity, proactivity, and thoroughness in problem-solving.
- Experience in providing technical guidance and leadership across multiple teams.
Ways to Stand Out From the Crowd:
- Publications in the area of efficient ML (accelerating training and inference).
- Industry experience in building large-scale ML pipelines, possibly for autonomous vehicles.
- Significant contributions to leading related open-source projects.
NVIDIA has some of the most forward-thinking and hardworking people in the world. If you're creative and autonomous, we want to hear from you
The base salary range is 272,000 USD - 419,750 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. As we highly value diversity in our current and future employees, 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.
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