Senior Engineer

We're seeking an exceptional Senior Engineer to develop and productize NVIDIA's autonomous driving solutions. As part of our prediction team, you'll drive solutions for prediction modules that produce multi-modal scene-consistent predictions for other road participants.

Key Responsibilities:

• Design end-to-end solutions for Prediction and AV stack using state-of-the-art ML techniques to enable agent prediction across various driving environments.
• Conduct applied research and development of innovative deep learning models, including end-to-end models.
• Develop generalizable approaches to support diverse Operational Design Domains (ODDs) and country/region expansion.
• Drive and prioritize data-driven development by working with large data collection and labeling teams to bring in high-value data to improve prediction system accuracy.
• Leverage data simulation and augmentation for solving extreme scenarios.
• Productize developed solutions by meeting product requirements for safety, latency, and software robustness.

Requirements:

• PhD with 6+ years, MS with 10+ years, or BS (or equivalent experience) with 12+ years of meaningful experience in Computer Science, Computer Engineering, or a related technical field.
• Hands-on experience in developing deep learning and algorithms to solve sophisticated real-world problems, and proficiency in using deep learning frameworks (e.g., PyTorch).
• Experience in data-driven development and collaboration with data and ground truth teams.
• Strong programming skills in Python and/or C++.
• Outstanding communication and teamwork skills.

Preferred Qualifications:

• Proven expertise in developing generalizable ML solutions for autonomous driving or robotics.
• Hands-on experience in developing and deploying DNN-based solutions to embedded platforms for real-time applications.
• Proven expertise in deep learning backed up by technical publications in leading conferences/journals.
• Expertise with Transformers, BEV architectures, E2E ML systems.
• Over 2 years of experience in technical leadership involving significant technical and organizational challenges.

Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 224,000 USD - 356,500 USD. You will also be eligible for equity and benefits.