Lead Perception Engineer
Fruition Group US · California, United States
قدّم وتابع مع أبلاي إيدجLead Perception Engineer We're building the perception stack for a new wave of Robotics product, purely focused across major innovation within robotics manipulation and robotics arms. We are building the kind that see, understand, and act in unstructured, real-world environments. Early team and real world products : Perception systems for manipulation, including sensing, understanding, and reasoning.Responsibilities: Design, train, and deploy perception models for object detection, tracking, segmentation, and 3D scene understanding.Set technical direction for how the arm perceives and acts on the physical world, backed by a track record of making that call correctly on at least one shipped system, in close partnership with controls and applied research.Push perception from prototype to production on real hardware, applying hard-won lessons about what breaks when a model leaves the lab — latency, lighting, occlusion, edge cases no dataset captures.What We Need: Strong experience in computer vision and deep learning (PyTorch or equivalent).Production experience deploying models to edge or embedded platforms.Background in 3D perception, SLAM, or sensor fusion.Proficiency in Python and C++.Experience working with large-scale real-world datasets.