3 months ago
Sŏngnam, Korea, SouthMid Level
Responsibilities
- Research and develop 3D computer vision and machine learning algorithms for autonomous driving.
- Develop 3D shape modeling, object pose estimation, tracking, and other three-dimensional perception algorithms.
- Research self-supervised representation learning using large-scale unlabeled scene data.
- Develop world models and closed-loop simulation technologies for autonomous driving.
- Research and develop vision, robotics, and physics-based vision algorithms.
- Design, optimize, and scale high-performance computer vision systems.
Requirements
- Master's or Ph.D. in computer vision, robotics, machine learning, or a related field, or equivalent practical experience.
- At least 2 years of relevant research or industry experience.
- Strong theoretical and practical knowledge of computer vision and machine learning algorithms.
- Proficiency in Python and C/C++.
- Preferred qualifications include autonomous driving, robotics, or 3D vision project experience; multimodal sensor processing and sensor fusion; SLAM, depth estimation, 3D reconstruction, or pose estimation; CUDA or OpenCL; VR/AR application development; publications in venues such as CVPR, ICCV, ECCV, TPAMI, or IJCV; and ML model deployment in large-scale cloud environments.
Benefits
- A 3-month probationary period may apply.
- The interview process includes application screening, a coding or assignment test, two interviews, and offer discussion/onboarding; interviews may be virtual or in person.
- Veterans, employment-protection beneficiaries, and registered individuals with disabilities receive preferential consideration under 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.