Address
Form of workJob Function
• Join us as a dynamic Engineer who will collaborate with a multidisciplinary team, pioneering ML-driven solutions for cutting-edge robotic applications in store replenishment and e-commerce order fulfillment.
• We're looking for a trailblazer who thrives in delivering tangible results to customers, spearheading projects from conception to successful operation.
Skills/Technical Requirements:
• 5+ years experience in software development
• Excellent communication skills and ability to work as part of an interdisciplinary team
• Demonstrated ability to train and analyze Machine Learning models to solve real-world problems and meet target KPIs in a production environment
• Experience in deep learning frameworks (such as pytorch, tensorflow), Python, C, C++.
• Experience with data science tools & libraries like numpy, pandas, scipy, matplotlib, scikit-learn, jupyter notebooks, bash scripting.
• Experience with experiment tracking and dataset management (e.g. Weights & Biases)
• Knowledge of software design & version control
Preferred Qualifications:
• Master's degree in Computer Science, Computer Vision, Robotics, or closely related field
• Strong knowledge and experience in one or multiple of the following areas: modern and/or classical computer vision (e.g. long-tailed object detection & instance segmentation, grasp estimation, anomaly detection, depth estimation, tracking, 3D reconstruction), motion planning, robot controls
• Experience working with robot simulation and hardware
• Experience working with RGB and depth image data and/or 3D point cloud data
• Experience building production quality systems based on Machine Learning and/or deep learning methods.
• Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
• Experience working with annotation tooling (e.g. Scale, Labelbox) and curating datasets for annotation and model improvements
• Experience with automatic testing and production deployment
• Proficiency in parallel/distributed systems, asynchronous programming, NoSQL databases (e.g. MongoDB), and messaging systems (ROS, gRPC, Kafka)
Educational Requirements: Bachelor's degree in Computer Science, Computer Vision, Robotics, or closely related field
6110-2319TK
