Senior Computer Vision Software Developer

7 days ago

Singapore beBeeComputerVision Full time

Rapsodo is a global Sports Technology company that develops cutting-edge sports analytics products. We empower athletes to analyze and improve their performance using data-driven, portable, and easy-to-use solutions.

This role involves designing and implementing state-of-the-art computer vision and deep learning solutions for advanced sports analytics products. A strong foundation in multi-camera setups, stereo vision, and geometric transformations is required. Expertise in CNNs, object detection, pose estimation, segmentation, and feature extraction is also necessary.

Key Responsibilities

  • Develop Advanced Vision Algorithms: Design, implement, and optimize 3D vision, image classification, segmentation, and feature extraction algorithms.
  • Neural Network Development: Architect and train CNNs and custom deep learning models using PyTorch, TensorFlow, or ONNX for real-time applications.
  • Embedded AI & Edge Optimization: Optimize and port vision models to embedded platforms (ARM, GPU, TPU, or custom accelerators) for high-performance, low-latency inference.
  • Camera Calibration & 3D Vision: Develop and enhance multi-camera calibration, stereo vision, and 3D reconstruction techniques.
  • Software Architecture & API Design: Design scalable computer vision pipelines and APIs for seamless integration with the product ecosystem.
  • Performance Optimization: Apply quantization, pruning, and model compression techniques to enhance real-time inference efficiency on resource-constrained devices.

Requirements

  • A Master's or Ph.D. in Computer Science, AI, Robotics, or a related field, specializing in Computer Vision & Image Processing.
  • 6-8+ years of hands-on experience in computer vision, deep learning, and real-time image processing.

A combination of technical expertise and practical knowledge is essential for this role. The ideal candidate will have a strong background in computer vision, deep learning, and embedded systems, as well as excellent problem-solving skills.

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