Job details
Location: | Singapore |
Job Type: | Permanent |
Discipline: | |
Reference: | IT/RL/PSSE/17032022C |
Posted: | about 2 years ago |
Consultant: | Ranelle Liew |
Consultant Email: | email Ranelle |
Consultant Phone: |
Job description
Help innovate and improve our perception software at architecture level and sub-systems level. You will provide technical leadership on perception technologies, autonomous system engineering, and software quality processes. This role will require you to manage technology competency goals, manage project milestones, help contribute to technical strategy, and develop your team.
You will be able to work in a respectful, open-minded and multi-disciplinary environment with other high competency teams handling project management, product development, navigation, localization and vehicle operations, with the outcome developing and deploying adaptable, reliable, and scalable self-driving platforms.
RESPONSIBILITIES:
Implementation on embedded platform and conduct outdoor testing
Work with simulation team, testing, troubleshooting of the developed module
Evaluation and sensor selection for AV
Understanding of sensor characteristics and limitation
Collaborate to design, implement, optimize and test the onboard software pipeline for lidar and radar perception
Work on tracking module for estimating the motion and behavior of objects interacting with our self-driving vehicles
Frame multi-object tracking problems into well-defined ML problems; develop and apply cutting-edge ML approaches
Collaborate with other teams, including object detection, navigation planning-control, ML data service and systems engineering teams
Collaborate with the team of algorithm experts within perception, prediction and tracking
Work on IP filing
REQUIREMENTS:
Experience working on Robotics, or Autonomous system
Experience working in an Agile environment
Experience in perception sensors including LIDAR, radar or cameras
Experience designing and implementing object tracking algorithms.
Lidar point cloud registration, geometric computer vision, or state estimation
Solve real world robotics problems in one or more of the following areas: Robotic SLAM, localization, large scale mapping, 2D/3D mapping, etc.
Experience in handling large memory for real-time systems
Programming experience in C++, Python
Familiar with GIT, and CI/CD is a bonus
Docker knowhow is added advantage
Passionate about coding and programming, innovation, and solving challenging problems
Highly self-motivated, creative thinking, hands-on skills, team work and interpersonal skills
Experience with point cloud processing algorithms and Image Geometric Computer Vision
Strong background in linear algebra
Solid background in parallelism, concurrency
CUDA programming is added advantage
Knowledge of Linux, and development on Linux systems
Knowhow of ROS will be added advantage, and/or DDS
Experience in UML diagram technique
Good verbal and written communication skills in English
Please contact Ranelle Liew at +65 9836 1864 or RanelleL@charterhouse.com.sg for a confidential discussion.
EA License no: 16S8066 | Reg no.: R1874529
Only successful candidates will be notified.