Director - Machine Learning & Computer Vision
About the role
The Director - Machine Learning & Computer Vision role at Seoul Robotics is a market-driven position designed for experienced professionals with a strong background in AI and deep learning. The role involves leading the development of advanced perception architectures, productizing cutting-edge research, and advancing algorithms for LiDAR and camera fusion.
Responsibilities
- Design and lead high-performance LiDAR and camera perception architectures.
- Productize cutting-edge computer vision and deep learning research.
- Advance LiDAR-LiDAR and LiDAR-Camera fusion algorithms and edge cases.
Requirements
- Bachelor's degree or higher with 5+ years of professional engineering experience.
- Production deployment experience with AI/ML-centric commercial software.
- Deep PyTorch and inference optimization knowledge.
Qualifications
- Nice to have full-stack autonomous driving development experience.
- Embedded deep learning optimization on platforms like NVIDIA Jetson.
- Full open-source contributions or peer-reviewed conference publications.
Skills
- Full-stack autonomous driving development experience.
- Embedded deep learning optimization on platforms like NVIDIA Jetson.
- Full open-source contributions or peer-reviewed conference publications.
Benefits
Seoul Robotics offers competitive compensation and benefits tailored to the needs of data and network professionals. The exact pay range is provided by the Ministry of Employment and Labor based on wage data, but typically includes a market-adjusted salary commensurate with experience.
Pay
The pay range for this role is provided by the Ministry of Employment and Labor based on wage data. Typically, the salary is market-adjusted and commensurate with experience.
Schedule
The schedule for this role is flexible and aligns with the company's operational needs. Remote work is possible, but specific details are not provided in the job posting.
Benefits
Seoul Robotics offers comprehensive benefits including health insurance, retirement plans, and other perks typical of tech startups. Specific details about these benefits are not provided in the job posting.