Used Tools & Technologies
Not specified
Required Skills & Competences ?
Software Development @ 4 Algorithms @ 4 Hiring @ 7 Communication @ 4 Mentoring @ 7 API @ 7Details
We are looking for a strong engineer in the DRIVE Road structure / Online mapping / Context Fusion team. In this role, you will help craft and guide the future of our autonomous driving solution for providing a complete 3D world model including fusing signals between map and perception. You will be working closely with our perception and planning teams in providing a world model that is complete and able to drive in the most challenging roads and intersections in the U.S and China. It is a very exciting role that provides a breadth of interesting areas and is central to our vision in AV.
Are you interested in inventing human level AI for navigation in the unconstrained world under any conditions? If so, join us!
Responsibilities
- Develop core functionality for autonomous driving in all geographies based on the fusion of state-of-the-art perception DNN and map signals.
- Generate real-time 3D world model utilized by planning, incorporating a variety of inputs from sensors and external sources.
- Enable HD mapless driving in complex urban scenarios by creating enriched BEV models of the world.
- Build fused static obstacles and occupancy grids and build occlusion masks to enrich AV scenarios.
- Be a technology leader by providing the team guidance on approaches to be taken to solve the hardest AV problems; be a hands-on collaborator with the team.
- Hiring and mentoring strong engineers within the team.
- Ensure algorithms work well on large amounts of real and synthetic data, in diverse environments and conditions.
- Produce code and designs following automotive quality and safety standards.
Requirements
- BS, MS, or PhD in Computer Science or related fields or equivalent experience.
- 5+ years of experience, with at least 2+ years in the autonomous vehicle or robotics industry.
- 2+ years of experience technically leading areas.
- Passion for robotics and autonomous vehicles.
- Drive to learn new things and tackle meaningful problems.
- Outstanding communication and cross-team collaboration, especially with multinational teams globally.
- Independent and analytical software engineering skills.
- Software development experience on embedded or automotive platforms.
Ways To Stand Out From The Crowd
- Background in 3D geometry, computer vision, sensor calibration, or state estimation algorithms like Kalman filters, particle filters.
- Significant industry experience in the autonomous vehicle area especially self-driving cars.
- Experience developing real-time Computer Vision systems.
- Strong API and framework design skills.
Benefits
You will be eligible for equity and benefits. NVIDIA is committed to fostering a diverse work environment and is an equal opportunity employer. We highly value diversity and do not discriminate based on race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status, or any other protected characteristics.