At Lionsbot, you’ll be part of the Autonomy team in development of perception software stack to achieve best performance autonomy. You will be responsible for designing and implementing key modules for the robotics perception stack, ranging from sensor evaluation, sensor calibration, perception algorithms development and integration with navigation stacks.
Within the autonomy team, you’ll have independent deliverables and will be expected to take full ownership of executing them. Some of the key responsibilities:
Key Responsibilities
Design and implement key CV and Deep Learning algorithms to enhance scene understanding and robot perception.
Develop and optimize 3D pointcloud-based feature detection, tracking, and segmentation pipelines
Develop robust sensor calibration pipelines
Train, tune, and deploy deep learning models for object detection and semantic segmentation
Calibrate and tune perception sensors (LiDAR, RGBD, stereo cameras) for robust performance in real-world conditions
Collaborate closely with teammates from navigation and SLAM teams to deliver high-quality autonomous software stacks that powers next generation cleaning robots.
Produce clean, efficient, and well-tested C++ and Python code
Contribute to technical documentation, testing infrastructure, and team knowledge sharing
Qualifications & Experience
Bachelor’s or Master’s degree in CS, Robotics, or a related field (or PhD with relevant focus)
3+ years of industry experience in robotics perception or applied computer vision
Proficient in data structures, algorithms and software design
Proficient in C++ and Python development on Linux
Hands-on experience with Deep Learning frameworks such as, PyTorch or TensorFlow
Familiarity with 2D/3D sensor processing and related libraries such as OpenCV, PCL, etc
Strong theoretical understanding of Deep Learning (DL) models related to Computer Vision (CV).
Knowledge of common image classification, object detection and tracking algorithms.
Familiarity with recent research trends in DL/CV.
Experience working with ROS1 / ROS2
Experience working with sensor modalities such as Stereo Cameras, RGBD cameras and 2D/3D Lidars.
If you have a passion for driving meaningful operational improvements, excel at analytical problem-solving, and thrive in a dynamic scaleup atmosphere, we invite you to join LionsBot and help shape the future of robotics innovation
LionsBot Singapore, Singapore, SGP Office
Singapore, Singapore
