about 4 hours ago
Santa Clara, CA, USASenior
Base Salary
$175k - $296k/yr
Responsibilities
- Research and develop algorithms for 3D laneline geometry using semantic features from 2D models.
- Address challenges such as missing or fragmented lane lines and occlusions.
- Build a 3D laneline pipeline in collaboration with camera perception.
- Work with cross-functional teams for rapid execution on target platforms.
Requirements
- Ph.D. in EE, CS, or related field with 3 years of experience, or a Master's with 5 years of experience in algorithm design.
- 3-5 years of experience in photogrammetry, 3D geometry, estimation, and computer vision.
- Proficient in C++ development.
- Hands-on experience in 3D reconstruction, noise modeling, lane detection, or online mapping.
- Experience in machine learning algorithm development and data curation is required.
- Strong mathematical foundation and signal processing skills.
Benefits
- A fun, supportive, and engaging work environment.
- Access to infrastructures and computational resources.
- Opportunity to work on cutting-edge technologies with top talents.
- Chance to significantly impact the transportation revolution through autonomous driving advancements.
- Competitive compensation package including snacks, lunches, dinners, and fun activities.