Source description
About the role
Role Summary
We are seeking a highly skilled Tech Resource with deep expertise in autonomous systems algorithm development to lead the design, development, and deployment of advanced autonomy solutions for Autonomous Ground Vehicles (AGVs) and autonomous platforms. This role is algorithm-centric, requiring strong foundations in mathematics, estimation theory, control theory, optimization, and AI/ML, combined with system-level integration capability.
Key Responsibilities
Act as the technical authority for autonomy algorithm development
Design and develop perception, localization, planning, and control algorithms
Develop Kalman Filters, SLAM, and sensor fusion algorithms
Optimize algorithms for real-time embedded platforms
Drive motion planning algorithms (A*, RRT, optimization-based)
Develop control strategies (PID, MPC)
Perform algorithm validation using MIL, SIL, HIL
Define performance KPIs such as latency, accuracy, and robustness
Integrate algorithms into embedded and ROS-based systems
Mentor teams and conduct algorithm and code reviews
Mandatory Skills
Strong foundation in linear algebra, probability, statistics, and optimization
Expertise in Kalman filtering, SLAM, and sensor fusion
Experience in real-time algorithm implementation (C++, Python)
Strong systems engineering and V&V experience
Core Skills – Autonomy Domain
LiDAR perception and 3D mapping
Computer vision and deep learning
Sensor fusion (LiDAR, Camera, IMU, GNSS)
Path planning and control algorithms
ROS / ROS2 and simulation tools
Edge AI (NVIDIA Jetson platforms)
Qualifications
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Bachelor’s or Master’s degree in Robotics, AI, or Engineering
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4+ years of experience in autonomous systems or robotics
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Proven experience in deploying production-grade algorithms
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