
Senior Autonomous Navigation Engineer
6 days ago
Key Responsibilities
- The ideal candidate will design and develop advanced navigation systems for autonomous vehicles, utilizing cutting-edge technologies such as ROS2 and Auto ware.
Requirements:
- Extensive experience with Navigation Path Planning, Motion Planning, Sensor fusion, SLAM algorithms techniques
- Proficiency in working with LiDAR, camera, radar, and IMU sensors
- Hands-on experience with Auto ware and ROS2
- Familiarity with Machine/Deep learning frameworks
- Experience with real-time systems and embedded software development
- Strong mathematical background in linear algebra, probability theory, and optimization
Required Qualifications:
- Bachelor's or master's degree in Robotics, Computer Science, Electrical Engineering, or a related field.
- Minimum of 3-8 years of experience in autonomous navigation or robotics development.
- Proficiency in programming languages such as C++ and Python, with a focus on ROS2 development.
- Key Skills
- C++, Motion planning, SLAM, Dynamic obstacles, Model Predictive Control, Path Planning, ROS2, Autoware, Python, Machine learning
Responsibilities Include:
- Designing and implementing advanced navigation algorithms, including path planning, localization, and mapping.
- Developing and optimizing motion planning systems for dynamic obstacle avoidance and trajectory generation.
- Integrating semantic understanding of environments into navigation systems for enhanced decision-making.
- Strong knowledge of localization techniques, including SLAM (Simultaneous Localization and Mapping) and GNSS-aided navigation.
- Proficiency in state estimation methods such as Kalman Filters (KF), Extended Kalman Filters (EKF), and Particle Filters.
- Implementing real-time sensor fusion techniques to ensure robust perception in dynamic environments.
- Configuring and customizing Autoware modules for specific vehicle platforms.
- Optimizing Autoware's planning and control algorithms for real-world application.
- Conducting simulations and real-world tests to validate navigation algorithms under various conditions.
- Experienced with simulation tools like AWSIM, Gazebo or CARLA for testing navigation systems.
- Collaborate with cross-functional teams (perception, control, hardware) to ensure system-level integration.
- Mentor junior engineers and contribute to building a high-performing team.
- Maintain detailed technical documentation of algorithms, software architecture, test results, and system configurations.
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