Senior Software Engineer (Computer Vision Engineer)

Joining Razer will place you on a global mission to revolutionize the way the world games. Razer is a place to do great work, offering you the opportunity to make an impact globally while working across a global team located across 5 continents. Razer is also a great place to work, providing you the unique, gamer-centric #LifeAtRazer experience that will put you in an accelerated growth, both personally and professionally.

Job Responsibilities/ 工作职责 :

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.

Requirements:

• 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.

岗位职责：

• 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。

岗位要求：

• 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。

Pre-Requisites/ 任职要求 :

Are you game?