4 months ago
Sŏngnam, Korea, SouthSenior
Responsibilities
- Research and develop 3D computer vision and machine learning algorithms for autonomous-driving technology.
- Perform 3D shape modeling and processing.
- Implement object pose estimation and tracking algorithms.
- Develop efficient and scalable vision solutions.
- Explore vision and robotics applications, including low-level and physics-based vision.
- Develop self-supervised representation learning from large-scale unlabeled scene data.
- Work on world models and closed-loop simulation for autonomous driving.
Requirements
- At least 7 years of relevant experience or equivalent practical experience.
- Master’s or Ph.D. in computer vision, robotics, machine learning, or a related field, or equivalent experience.
- Strong theoretical and practical knowledge of computer vision and machine learning algorithms.
- Proficiency in Python and C/C++.
- Preferred experience with autonomous driving, robotics, 3D vision, and multi-sensor data processing and fusion.
- Preferred experience with GPS, IMU, cameras, LiDAR, SLAM, depth estimation, 3D reconstruction, or pose estimation algorithm design.
- Preferred expertise in parallel programming and system optimization using CUDA or OpenCL.
- Preferred experience developing VR/AR applications and deploying or managing ML models in large-scale cloud environments.
- Preferred academic publications in venues such as CVPR, ICCV, ECCV, TPAMI, or IJCV.
Benefits
- A 3-month probationary period may apply.
- The interview process includes application screening, a coding or assignment test, virtual and/or in-person interviews, and offer discussion/onboarding.
- Veterans, employment-protection beneficiaries, and registered individuals with disabilities receive preferential consideration as required by applicable laws.
Categories
ML EngineeringRobotics
About 42dot
42dot builds software-defined vehicle and autonomous mobility platforms for automakers and mobility service providers. Its products include AI-driven vehicle software, data-based update services, and core platform components such as API gateways and identity/access management to connect services securely. The privately held company is headquartered in Seongnam-si, Gyeonggi-do, and focuses on transportation and automotive markets.