Director - Machine Learning & Computer Vision
Seoul Robotics5 months ago
Seoul, Korea, SouthStaff+
Responsibilities
- Design and lead high-performance perception architectures using multiple LiDAR and camera sensors.
- Research, prototype, and productize computer vision and deep learning techniques from current research papers.
- Advance LiDAR-LiDAR and LiDAR-camera sensor-fusion algorithms and resolve complex edge cases.
- Lead code reviews and design reviews while mentoring junior engineers.
- Analyze performance bottlenecks and develop optimization strategies using techniques such as CUDA and TensorRT.
- Collaborate with product 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.
- Ability to debug and resolve complex system issues.
- Experience leading technical decision-making at the team level.
- Fluent English communication skills.
- Preferred: full-stack autonomous driving development experience; heterogeneous-sensor calibration experience; deep learning optimization on embedded systems such as NVIDIA Jetson; and open-source or major-conference publication experience.
Benefits
- International team representing more than 10 nationalities.
- Flexible work hours.
- Hybrid work arrangement.
- 10 days of paid sick leave.
- Daily meal support.
- Annual premium health check.
- Snacks and premium coffee.
- No dress code.
- Opportunities to work overseas with global clients in Asia and the US.
Tech Stack
Categories
ML EngineeringRobotics