Senior Data Scientist

3 weeks ago

Singapur, Singapore Razer Inc. Full time

Senior Software Engineer (Computer Vision Engineer)

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.
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 abilities.
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