Perception Engineer
6 hours ago
About Us
Aeva, Inc. is a leading innovator in perception technology, revolutionizing the field with its groundbreaking 4D LiDAR sensors.
Role Overview
We are seeking a Senior Perception Engineer to join our growing team focused on exploring the full potential of our 4D FMCW LiDARs in autonomous driving applications.
Key Responsibilities
- Contribute to the development of Aeva's 4D perception stack, deployed in production
- Design and implement novel algorithms, ensuring rapid prototyping and iteration
- Optimize code for performance and scalability, adhering to coding standards and best practices
- Take ownership of assigned tasks, ensuring timely and accurate completion with thorough documentation and testing
Requirements
- 3+ years of experience in real-time perception systems, with a proven track record of creating and deploying effective solutions
- Master's or Ph.D. in Robotics, Computer Science, Electrical Engineering, or related fields
- Familiarity with object detection, clustering, filtering, data association, and tracking algorithms
- Experience working with 3D data representations (point clouds, meshes, etc.)
- Strong understanding of linear algebra and 3D geometry
- Proficiency in C++ development, Linux environment, and scripting languages such as Python and Bash
Nice-to-Have Skills
- Knowledge of RADAR and LiDAR principles
- Experience with real-time sensor fusion techniques, including LiDAR and camera integration
- Proficiency in robotics or autonomous vehicle software frameworks, such as ROS/ROS2
- Understanding of run-time optimization techniques, including parallelization, vectorization, and cache-friendly development
Total Compensation Package
The total compensation package includes a salary range of $154,900 - $209,600 per year, comprehensive medical, dental, and vision coverage, pre-tax commuter and health care/dependent care accounts, 401k plan, life and disability benefits, flexible time off, paid parental leave, and 11 paid holidays annually.
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