Machine Learning Engineer - Computer Vision and Perception

South Korea·Seoulmid

Machine Learning EngineerData

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Overview

About Seoul Robotics 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,

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Machine Learning EngineerData

About the Role

~1 min read

Under the mission of "Making Robots Intelligent," Seoul Robotics is developing the world's best perception technology for autonomous driving. We are looking for talented software engineers who can design, implement, and productize technologies that precisely perceive the world by fusing data from various sensors such as LiDAR and cameras. You will develop and optimize algorithms that process vast amounts of LiDAR point clouds and high-resolution camera images in real-time using deep learning and various cutting-edge technologies.

Responsibilities

~1 min read

→Develop and implement 3D object detection, tracking, segmentation, and classification algorithms using LiDAR and camera data.
→Convert and integrate deep learning models developed in PyTorch, TensorFlow, etc., into C++ based high-performance inference engines.
→Profiling and optimization for real-time processing.
→Implement Sensor Fusion algorithms for autonomous driving systems.
→Build data pipelines.
→Verify algorithms through simulation.

Requirements

~1 min read

Bachelor’s degree or higher in Computer Science, Robotics, Mechanical Engineering, Electrical Engineering, or a related field.
Proficiency in Python or Modern C++ (C++14/17 or higher) programming.
Fundamental knowledge of computer science such as data structures, algorithms, and operating systems.
Related mathematical knowledge such as linear algebra, probability and statistics, and geometry.
Basic knowledge of machine learning and deep learning (CNN, PointNet, Transformer, etc.).
Business English proficiency (Collaboration with a multinational team is essential).

Requirements

~1 min read

Experience in LiDAR point cloud processing or 3D computer vision projects.
Experience implementing tracking algorithms using Kalman Filter, etc.
Experience in parallel computing and acceleration using CUDA, TensorRT, etc.

Experience using Git, Docker, CMake, and Linux environments.

Application Review - Assignment - Tech Interviews - CEO Screening - Reference Check - Offer

(Please be aware that the recruitment processes & schedules may be changed depending on the job and/or other circumstances)

Benefits
▷ Diversity - International team (10+ nationalities)
▷ Flexible work hours
▷ Hybrid work
▷ 10 days of paid sick leave
▷ Daily meal support
▷ No dress code
▷ Premium health check (Once a year)
▷ Snacks and premium coffee

Seoul Robotics stands for an open and respectful corporate culture because we believe diversity helps us to find new perspectives.

Seoul Robotics ensures that all our members have equal opportunities – regardless of age, ethnic origin and nationality, gender and gender identity, physical and mental abilities, religion and belief, sexual orientation, and social background. We always ensure diversity right from the recruitment stage and therefore make hiring decisions based on a candidate’s actual competencies, qualifications, and business needs at the point of the time.

Please feel free to contact us via our talent acquisition team e-mail if you have any questions.

[Seoul Robotics Talent Acquisition e-mail: talent@seoulrobotics.org]