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Senior Data Scientist (Computer Vision Engineer) Job Opening In Singapore, Singapore – Now Hiring Razer


Job description

Job Responsibilities :

  • Develop and implement computer vision algorithms for tasks such as object detection, recognition, tracking, segmentation, and image classification.
  • Design and architect computer vision systems to meet specific requirements and objectives.
  • Collect, curate, and annotate large datasets of images or videos for training and evaluation of computer vision models.
  • Train, fine-tune, and optimize computer vision models using machine learning frameworks and deep learning libraries.
  • Evaluate the performance of computer vision models using appropriate metrics and benchmarks.
  • Integrate computer vision algorithms and models into larger software systems or products.
  • Conduct testing and validation to ensure the functionality, reliability, and accuracy of computer vision systems.
  • Document design specifications, technical requirements, and implementation details for computer vision solutions.
  • Stay updated on emerging technologies, trends, and advancements in computer vision through research and experimentation.
  • Consider ethical, legal, and regulatory implications in the development and deployment of computer vision systems
  • 开发和实现用于目标检测、识别、跟踪、分割和图像分类的计算机视觉算法。
  • 设计和构建满足特定需求和目标的计算机视觉系统。
  • 收集、整理和标注大量图像或视频数据集,用于计算机视觉模型的训练和评估。
  • 使用机器学习框架和深度学习库训练、微调和优化计算机视觉模型。
  • 使用适当的指标和基准评估计算机视觉模型的性能。
  • 将计算机视觉算法和模型集成到更大的软件系统或产品中。
  • 进行测试和验证,确保计算机视觉系统功能的可靠性和准确性。
  • 编写计算机视觉解决方案的设计规范、技术要求和实现细节的文档。
  • 通过研究和实验,及时了解计算机视觉领域的新技术、趋势和进展。
  • 在开发和部署计算机视觉系统时,考虑伦理、法律和监管方面的影响。
  • Pre-Requisites :

  • Bachelor’s or master’s degree in computer science, Electrical Engineering, or a related field.
  • Proven experience in developing and implementing computer vision algorithms and models.
  • Proficiency in programming languages such as Python or C++.
  • Strong understanding of image and video processing techniques and methodologies.
  • Familiarity with computer vision libraries such as OpenCV.
  • Experience with data collection, annotation, and preparation for model training.
  • Ability to evaluate and optimize model performance using appropriate metrics and benchmarks.
  • Experience integrating computer vision solutions into software systems or products.
  • Strong problem-solving skills and attention to detail.
  • Excellent communication and teamwork abilitie
  • 计算机科学、电气工程或相关领域的学士或硕士学位。
  • 具有开发和实现计算机视觉算法和模型的经验。
  • 精通Python或C++等编程语言。
  • 深刻理解图像和视频处理技术和方法。
  • 熟悉OpenCV等计算机视觉库。
  • 具有数据收集、标注和为模型训练做准备的经验。
  • 能够使用适当的指标和基准评估和优化模型性能。
  • 具有将计算机视觉解决方案集成到软件系统或产品中的经验。
  • 较强的问题解决能力和对细节的关注。
  • 优秀的沟通和团队合作能力。
  • Are you game?

    Required Skill Profession

    Mathematical Science Occupations


    • Job Details

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