Senior Computer Vision Engineer
RapsodoSingapore, Singapore
Posted November 20, 2024
Full Time
About the Company
WE'RE ADVANCING THE WAY SPORTS ARE PLAYED AND ENJOYED GLOBALLY THROUGH DATA AND TECHNOLOGY. At Rapsodo, we don't just enhance the game, we redefine it. Our transformative technology is changing the face of sports tech and setting a new gold standard across the world. We’re more than just products - we're the ticket to a better future.
Job Description
Rapsodo is a global sports technology company focused on developing data-driven sports analytics products. They are seeking a Senior Computer Vision Engineer to develop advanced 3D vision, image processing, and AI-driven measurement solutions for their sports analytics products. The role involves designing, implementing, and optimizing algorithms, as well as working with embedded AI hardware for real-time applications.
Requirements
- Develop Advanced Vision Algorithms - Design, implement, and optimize 3D vision, image classification, segmentation, and feature extraction algorithms.
- Architect and train CNNs and custom deep learning models using PyTorch, TensorFlow, or ONNX for real-time applications.
- Optimize and port vision models to embedded platforms (ARM, GPU, TPU, or custom accelerators) for high-performance, low-latency inference.
- Develop and enhance multi-camera calibration, stereo vision, and 3D reconstruction techniques.
- Design scalable computer vision pipelines and APIs for seamless integration with Rapsodo’s product ecosystem.
- Apply quantization, pruning, and model compression techniques to enhance real-time inference efficiency.
- Strong analytical skills and ability to collaborate across teams.
Benefits
- Fast-growing, innovation-driven team