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3D Computer Vision Engineer

📋 Description

• At Sunrise Robotics, we are dedicated to augmenting humanity through intelligent robotics. • Our mission is to elevate the world of manufacturing by introducing intelligent, flexible robots that enhance human capabilities and existing machinery. • As a 3D Computer Vision Engineer, you will be in charge of designing 3D imaging based solutions and pushing the limits of Simulation to Real applications to solve varying recognition problems in 2D and 3D imaging space.

🎯 Requirements

• A very skilled and experienced computer vision or machine learning engineer who has a professional background in 2D/3D Computer Vision and 2D/3D Deep Learning. • You have experience with deep learning frameworks such as PyTorch and Tensorflow, and 3D computer vision frameworks such as Open3D-ML, OpenPCDet and others. • A professional software engineer who has implemented solutions for production grade systems for 5+ years. • You have extensive experience with Python and are familiar with other programming languages, such as C++.

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• You have extensive professional experience with imaging hardware, such as industrial cameras, 3D cameras, stereo systems, LiDAR and their calibration. • You have experience with 6D pose object detection and point cloud based object segmentation. • You have experience with MLOps, experiment tracking, data versioning and model serving on platforms such as MLFlow, W&B, CometML, ClearML, etc. • You are familiar with edge device compute. • You have the ability to break down complex problems into small sub problems and build efficient hierarchical solutions.

 

• You have the capacity to work with multidisciplinary and international teams and are an excellent communicator who can articulate complex architecture and solution design concepts in a clear, compelling manner. • You are passionate about robotics, automation, and the transformative potential of intelligent systems. • Experience with ROS, Docker, Kubernetes, AWS / GCE. • Experience with NVIDIA edge devices, deployment and robotics stack. • Experience with 3D software such as Unity3D, Omniverse and Godot. • Experience with edge synthetic data generation. • Implemented 6D object pose tracking and estimation. • Applied 3D vision in industrial or automotive setting.

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