Senior AI/ML Engineer - Robotics & Drones
Core
Develop and evolve advanced perception systems for autonomous mobile robots (AMRs) and drones, enabling robust autonomy across diverse environments using automotive-grade sensors.
Role type
Senior IC AI/ML Engineer (Robotics Perception)
Builds
Production-ready perception systems for warehouse and industrial autonomous robots
Domain
Robotics, Autonomous Systems, Computer Vision, Sensor Fusion
Deliverable
production ML models
Required skills
Python, PyTorch, PyTorch Lightning, OpenCV, NumPy, Pandas, multi-sensor fusion, object detection, segmentation, environment modelling, ROS/ROS 2, embedded computing
Preferred skills
MLflow, SageMaker, Databricks, DVC, functional safety standards, industrial environment experience, model optimization, dataset management
Technologies
PyTorch, PyTorch Lightning, OpenCV, NumPy, Pandas, ROS, ROS 2, NVIDIA, Qualcomm, TI, Renesas
Responsibilities
Define and develop AI/ML perception algorithms for cameras and radar; Develop multi-sensor fusion algorithms; Establish best practices for perception robustness and safety; Shape perception validation strategies and benchmarking; Translate operational requirements into performance targets; Evaluate and integrate open-source perception frameworks and SDKs
Seniority
Senior, hands-on IC
