Senior Machine Learning Engineer - Computer Vision and Perception
Seoul Robotics5 months ago
Seoul, Korea, SouthSenior
Responsibilities
- Design and lead high-performance perception architectures using multiple LiDAR and camera sensors.
- Research, prototype, and productize computer vision and deep learning papers and methods.
- Develop multi-sensor fusion algorithms for LiDAR-LiDAR and LiDAR-camera systems and resolve complex edge cases.
- Lead code reviews and design reviews while providing technical mentoring to junior engineers.
- Analyze performance bottlenecks and develop optimization strategies using hardware acceleration such as CUDA and TensorRT.
- Collaborate with product teams and other departments to define technical requirements and support roadmap planning.
Requirements
- Bachelor’s degree or higher in a related field and 5+ years of professional engineering experience, or equivalent Master’s/Ph.D. research experience.
- Experience developing and deploying AI/ML-centric, high-performance commercial software to production.
- Deep understanding of deep learning frameworks such as PyTorch and inference optimization.
- Expertise in 3D geometry, calibration, state estimation, and SLAM.
- Strong problem-solving ability for debugging and resolving complex system issues.
- Experience leading technical decision-making at the team level.
- Fluent English communication skills.
- Preferred experience with full-stack autonomous driving development, heterogeneous-sensor calibration, embedded deep learning optimization using NVIDIA Jetson, open-source contributions, or publications in relevant major conferences.
Benefits
- International team representing more than 10 nationalities.
- Flexible work hours.
- Hybrid work arrangement.
- 10 days of paid sick leave.
- Daily meal support.
- No dress code.
- Annual premium health check.
- Snacks and premium coffee.
Tech Stack
Categories
ML EngineeringRobotics