Visionary Algorithm Developer

2 weeks ago

Singapore beBeeComputerVision Full time $180,000 - $200,000
Computer Vision ExpertWe are seeking a talented Computer Vision Expert to design and implement cutting-edge computer vision solutions. Key Responsibilities
  • Algorithm Development– Develop advanced vision algorithms, including 3D vision, image classification, segmentation, and feature extraction.
  • Neural Network Development– Architect and train CNNs and custom deep learning models using PyTorch, TensorFlow, or ONNX for real-time applications.
  • Embedded AI 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 our product ecosystem.
  • Performance Optimization– Apply quantization, pruning, and model compression techniques to enhance real-time inference efficiency on resource-constrained devices.
Required Skills & Qualifications
  • Deep Learning & Vision Models– Expertise in CNNs, object detection, pose estimation, segmentation, and feature extraction.
  • AI Frameworks & Optimization– Hands-on experience with PyTorch, TensorFlow, OpenCV, and model compression techniques (quantization, pruning, distillation, etc.).
  • Embedded Deployment– Experience optimizing and deploying deep learning models on ARM, GPU, TPU, or custom edge AI hardware.
  • Programming & Software Development– Strong proficiency in C/C++ with some Python, and experience in software architecture and API design.
  • Problem-Solving & Communication– Strong analytical skills and ability to collaborate across teams, explaining technical concepts to diverse stakeholders.
Ideal Candidate

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

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