2 месяца назад
Computer Vision Engineer (Autonomous Driving)
Вакансия из Hirify Global, списка международных tech-компанийДля мэтча и отклика нужен Plus
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Computer Vision Engineer (Autonomous Driving): Developing 3D computer vision and machine learning algorithms for autonomous driving using multimodal sensor data, with an accent on 3D perception, self-supervised representation learning, and scalable vision systems. Focus on designing shape modeling, pose estimation, tracking, world model, and closed-loop simulation technologies.
Location: Hybrid, Pangyo (Software Dream Center), South Korea
Company
develops autonomous driving technologies and next-generation mobility systems.
What you will do
- Research and develop 3D computer vision and machine learning algorithms for autonomous driving.
- Develop 3D shape modeling, object pose estimation, tracking, and other 3D perception algorithms.
- Research self-supervised representation learning using large-scale unlabeled scene data.
- Develop world models and closed-loop simulation technologies for autonomous driving.
- Explore 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++.
- Experience with autonomous driving, robotics, or 3D vision projects.
- Experience processing multimodal sensor data and performing sensor fusion using GPS, IMU, cameras, and LiDAR.
Nice to have
- Experience developing SLAM, depth estimation, 3D reconstruction, or pose estimation algorithms.
- Experience with CUDA, OpenCL, parallel programming, and system optimization.
- Experience developing VR/AR applications.
- Publications in top-tier conferences or journals such as CVPR, ICCV, ECCV, TPAMI, or IJCV.
- Experience deploying and managing machine learning models in large-scale cloud environments.
Culture & Benefits
- Work in a hybrid environment from the Pangyo Software Dream Center.
- A 3-month probationary period may apply.
- Veterans, employment-protected applicants, and registered applicants with disabilities receive preferential consideration in accordance with applicable laws.
Hiring process
- Application screening.
- Coding or assignment test.
- First interview: virtual, approximately 1 hour.
- Second interview: in-person or virtual, approximately 3 hours.
- Offer discussion and onboarding.
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