Senior ML

vor 2 Wochen

Perth, Österreich Greenroom Robotics Vollzeit

At Greenroom Robotics, we're revolutionizing maritime operations through cutting-edge Robotics, Autonomous Systems, and Artificial Intelligence. As Australia's leading Maritime Autonomous Systems provider, we deliver high-performance solutions to complex real-world problems with teams spread across Australia working on global projects. About the Role We're seeking a Senior ML & Robotics Engineer to to work on our Lookout+ perception system which flows into GAMA to detect, classify, track and avoid hazards at sea. Key Responsibilities Design, implement, and optimize machine learning algorithms for robotics applications Integrate and calibrate various sensors (cameras, radar, IMUs) Develop computer vision algorithms for autonomous navigation and object detection Implement sensor fusion techniques for enhanced perception accuracy Train and evaluate machine learning models for maritime robotics scenarios Integrate perception systems into real-time robotic platforms Maintain and improve the ML pipeline from raw data to deployed model Implement transformations for accurate geolocation of detected objects Develop intrinsic and extrinsic calibration algorithms Required Skills Technical Expertise Strong proficiency in Python and C++, ideally with experience in ROS/ROS2 Expertise in machine learning frameworks (PyTorch, TensorFlow, ONNX, TensorRT) Advanced knowledge of computer vision techniques and libraries (OpenCV, CUDA) Experience with sensor fusion algorithms combining multiple data sources Ability to implement and optimize real-time perception systems Proficiency in spatial transformations and coordinate system conversions Knowledge of camera calibration techniques MLOps Experience Building and maintaining ML pipelines from data collection to deployment Containerization (Docker) and orchestration tools Data curation and preprocessing for training and evaluation Model versioning, experiment tracking, and continuous integration Model monitoring and performance evaluation in production Personal Qualities Strong problem-solving skills and ability to work in dynamic environments Excellent communication skills for cross-functional collaboration Passion for autonomous systems and cutting-edge technology Why Greenroom? Work on cutting-edge autonomy software for real-world maritime applications Work with intelligent and driven engineers who care about the impact they have on the world Direct impact through systems deployed in the field around the world Make a difference by reducing whale strikes and improving the safety of offshore operations Collaborative team that values learning and cross-disciplinary problem-solving Offices in Sydney and Perth Office-first but flexible work environment Dog friendly office (for friendly doggos) Well stocked pantry suitable for coffee snobs #J-18808-Ljbffr

  • Senior Ml

    vor 2 Wochen

    Perth, Österreich Greenroom Robotics Vollzeit

    At Greenroom Robotics, we're revolutionizing maritime operations through cutting‑edge Robotics, Autonomous Systems, and Artificial Intelligence. As Australia's leading Maritime Autonomous Systems provider, we deliver high‑performance solutions to complex real‑world problems with teams spread across Australia working on global projects. About the Role...

  • Senior ML

    vor 2 Wochen

    Perth, Österreich Greenroom Robotics Vollzeit

    A leading maritime technology company in Australia is seeking a Senior ML & Robotics Engineer to work on the Lookout+ perception system. This role involves designing and optimizing machine learning algorithms, developing computer vision solutions, and integrating various sensors. The ideal candidate will have strong proficiency in Python and C++, expertise...

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