9. Research Engineer - Perception

Seoul Robotics is an autonomous driving company with a mission to solve first and last-mile logistics challenges, backed by a team of industry experts from Google, NVIDIA, Coupang, Continental, Porsche, and GM.
This position offers a great opportunity to advance your professional career in the cutting-edge autonomous robotics industry, where AI is embedded at the core of the product.
With members from over 10 different countries, you have the chance to work in a unique international environment in the heart of Seoul, where English is our primary language.
Our global clients provide opportunities to work overseas in  various areas in Asia and the US.

Responsibilities

• Design, implement, train, and validate deep learning architectures (e.g., CNNs, point-based networks, transformers) for LiDAR-based segmentation, classification, detection, tracking, and prediction tasks.
• Research and prototype new algorithms to improve the accuracy, speed, and efficiency of LiDAR perception engine.
• Handle large-scale 3D point cloud datasets, including preprocessing, labeling, and feature extraction. Employ best practices in data management, versioning, and pipeline automation.
• Integrate deep learning models into a high-performance 3D perception engine.
• Research on camera-based segmentation, detection, and classification to complement LiDAR perception.

Qualifications

• Master’s degree in Computer Science, Electrical Engineering, Robotics, Mechanical Engineering, or related fields.
• Strong foundation in mathematics, particularly in linear algebra, calculus, and statistics.
• Deep understanding of the latest deep learning methodologies and emerging trends in the field.
• At least 2 years of hands-on experience with Python, including proficiency in data manipulation (NumPy, Pandas) and deep learning frameworks (PyTorch, TensorFlow).
• Demonstrated ability to solve complex technical challenges, rapidly learn new tools, and deliver effective solutions in dynamic environments.
• Good team player with great communication skills.

Preferences

• Experience with C++ and CUDA.
• Familiarity with perception algorithms for LiDAR or camera sensors, especially in domains like autonomous vehicles or robotics.
• Track record of publications or open-source contributions in computer vision or machine learning.

Benefits
▷ Diversity - International Team (10+ Nationalities)
▷ Flexible work hours
▷ Hybrid work
▷ 10 days paid sick leave
▷ Daily meal support
▷ No dress code
▷ Premium health check (Once a year)