Machine Learning Engineer

vor 2 Wochen

Zürich, Schweiz Sunflower Labs GmbH Vollzeit

We are looking for a computer vision and machine learning (CV/ML) engineer to enhance the perception capabilities of our fully autonomous drone-in-a-box system. You will be joining a small, CV/ML focused team and be one of the core contributors to our software stack, taking algorithms and models from prototype to deployment on the systems in the field. This position is for an on-site employee for our Zurich office. Tasks Design and develop a wide variety of computer vision and machine learning features for real-time unmanned aerial vehicle (UAV) applications Train, fine-tune and evaluate deep learning models for tasks such as object detection, semantic segmentation, image retrieval/reidentification Optimize algorithms and models for edge devices (NVIDIA Jetson and Qualcomm Dragonwing), and integrate them into our image and video processing pipelines Monitor ML model performances in real world deployments and set up workflows for continuous improvement (data collection, curation, labeling, retraining, evaluation) Integrate large/vision language models into our system, and design, test and maintain queries for tasks like scene understanding, situational awareness and hazard analysis Requirements Degree in Computer Science, Electrical Engineering, Robotics Engineering, or a related field (or equivalent practical experience) Solid understanding of computer vision and machine learning fundamentals Strong programming skills in Python and C++ Experience with PyTorch or TensorFlow, OpenCV, ROS/ROS2, CUDA, TensorRT Experience with end-to-end model development: from dataset curation, labeling strategies, active learning workflows to deployment and optimization for edge devices Experience with transformers, large/vision language models and prompt design for perception tasks is a plus Experience with GStreamer pipelines and custom plugin development is a plus Experience with Qualcomm edge devices and CV/ML SDKs is a plus Good oral and written skills in English Work permit in Switzerland required If you are interested in this position, please send your CV to: Sunflower Labs has built a remote autonomous security solution for commercial, industrial, agricultural, and residential properties. The Sunflower Beehive System is a unique drone-in-a-box solution built to be fully autonomous from the ground up. The system integrates with existing security cameras and sensors and extends the capabilities of any security system or staff. The system is now commercially available and it is actively deployed with partners like SBB, ADT, Security Robotics, 10 Federal Storage, and others.

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