Automation Engineer

职位描述 职责： 1. 负责AI视觉检测系统的全流程开发与维护，包括训练集收集、清洗、标注及数据增强；根据实际生产场景（如缺陷检测、外观检查等）选择合适的视觉检测模型； 2.负责模型训练、推理框架搭建、模型压缩与部署（边缘端/服务器端），确保系统稳定运行。 3..负责模型调优，比如模型的微调、性能优化及效果提升等； 4..参与智能制造项目的方案设计及技术评审，评估AI技术路线的可行性； 5..与机械、电气、软件工程师协作，将AI能力集成到自动化设备和产线中。 要求： 1. 硕士及以上学历，人工智能、计算机、软件工程、数学等相关专业；3年以上制造行业AI相关工作经验，有电机缺陷检测、尺寸检测等相关经验。 2.扎实的编程功底及算法基础，深入理解机器学习、深度学习、大模型算法原理及相关开发框架； 3.拥有深厚的数学基础、精通高等数学、线性代数、数理统计，能够理解和推导AI算法，如神经网络反向传播算法； 4.掌握Pytorch、TensorFlow等框架，熟悉主流模型框架、调优策略、迁移学习技巧。 5.掌握计算机视觉、自然语言处理等领域相关算法； 6.有图像识别、目标检测等制造行业相关项目经验； 7.有CV项目、YOLO模型实战经验。 Internal Use Only: Salary Global Terms of Use and Privacy Statement Carefully read the BorgWarner Privacy Policy before using this website. Your ability to access and use this website and apply for a job at BorgWarner are conditioned on your acceptance and compliance with these terms. Please access the linked document by clicking here, select the geographical area where you are applying for employment, and review. Before submitting your application you will be asked to confirm your agreement with the terms. Career Scam Disclaimer: BorgWarner makes no representations or guarantees regarding employment opportunities listed on any third-party website. To protect against career scams, job applicants should take the necessary precautions when interviewing for and accepting employment positions allegedly offered by BorgWarner. Applicants should never provide their national ID numbers, birth dates, credit card numbers, bank account information or other private information when communicating with prospective employers or responding to employment opportunities online. Job applicants are invited to contact BorgWarner through BorgWarner’s website to verify the authenticity of any employment opportunities. BorgWarner is a global product leader in delivering innovative and sustainable mobility solutions. We are a company of innovators and independent thinkers that brings together talented employees, meaningful work and amazing technology in a unique environment. At BorgWarner we constantly work towards our vision of a clean and energy-efficient world. Our Culture BorgWarner promotes and nurtures a diverse and inclusive environment, honors integrity, strives for excellence, commits to responsibility for our communities and the environment, and builds on the power of collaboration. We believe the health and safety of our employees are a top priority. Career Opportunities We manage talent as seriously as we manage our businesses and encourage you to learn about our proud history, strong culture, technologies, and vision for the future. We offer positions locally and globally with over 90 locations in 19 countries. If this position energizes you and you feel you can help us achieve our mission and vision, you are invited to submit an application for consideration. You may see the list of requirements and feel you do not meet all of them. However, remember that BorgWarner thinks differently. If your qualifications align with the majority of those outlined in this job description, we encourage you to apply and share your experience and skills with us.