● 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:● 8+ years experience in software development with a focus on machine learning.● 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 and/or Tensorflow● Strong programming skills in Python or 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 or PhD 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 field6110-2321TK
