职位描述
What you will do: •Provide and develop data-driven analysis and ML/DL/AI solutions to develop AI&ML to boost business in different area. oAccelerate component & product design by optimizing simulation. oOptimize and promote test process and test lab operation for VAVE cost target. oCombine data-driven and physical modeling together to improve rating tools. oCollaborate with product team to look for opportunities to optimize control logics of air conditioning system to improve the performance during different conditions. oAddress technical services, manufacturing, maintenance, and integrated supply chain needs. •Promote data-driven and AI methods and processes across functions. •Attend industry conferences, publish papers, file patents, and collaborate with universities to stay ahead of scientific and industrial trends, challenges, and potential market opportunities. what we want: Education: •M.S. or Ph.D. degree in Applied Mathematics, Applied Statistics, Computer Science, Artificial Intelligence, Operations Research, Physical Science, Business Analytics, Business Intelligence & Analytics or Engineering. Working experience: •With 5+ years of industrial experience in developing practical ML/DL/AI applications. •Experience with big data analysis and the application of machine learning algorithms and libraries. 。Experience building and owning machine learning pipelines end-to-end is prefer oExperience with HVAC or IoT systems oWork on optimizing the built environment oExperienced in control development/****uation for refrigeration cycle •Experience with machine learning platforms such as Microsoft Azure, Google Cloud, IBM Watson, and Amazon is prefer. •Experience with AI project leadership is preferred. Skill requirement: •Knowledge of machine learning programming languages and hands-on experience with modeling/development software. •Strong software engineering and development skills. •Enable to work independently, have solid ability to lead and work as part of a multidisciplinary team. •Strong communication/ presentation skills. Possess excellent interpersonal skills, creativity and a passion for innovation. •Be proactive, creative, responsible and patient. •Understanding of engineering data and physics-based models and simulations and Modelica & DYMOLA Simulation modeling skills is plus. •Knowledge in thermodynamics, energy and HVAC system is plus. •Signal processing **** is plus. •Strong data visualization skills is plus.
企业介绍
关于江森自控江森自控是全球多元化技术和工业领域的,致力于为150多个国家的广大客户提供服务。公司旗下117,000名员工通过创造性地营建智能楼宇、高效能源解决方案、集成基础设施和新一代交通系统,并使之相互精准配合,实践公司建设智能城市和社区的承诺。我们对可持续发展的关注,可追溯到1885年公司成立之初发明的全球室内电动恒温器。我们承诺帮助客户取得成功,通过战略性地专注于发展建筑和能源两大增长平台,为各方利益相关者创造更大的价值。更多信息,请访问公司网站: