Data Scientist

2 weeks ago


Shanghai, China Siemens Energy Full time

Data Scientist - Power Plant

About the Role

Location China Shanghai Shi Shanghai Remote vs. Office Office/Site only Company Siemens Energy Co., Ltd. Organization Gas Services Business Unit Service China Full / Part time Full-time Experience Level Experienced Professional 职位所在地:前滩四方城学历要求:硕士及以上相关工作经验:五年及以上职位描述:1.跟踪前沿算法及业界技术,探索并研发领先的机器学习/深度学习应用算法,完成在实际业务场景的效果验证。2.与售前工程师及产品经理紧密协作,针对机器学习在传统发电、新能源、综合智慧能源业务领域中具体业务场景的实际问题,探索人工智能与机理模型相结合的解决方案,独立完成机器学习算法解决方案的原型研发、效果验证。3.与产品研发及项目解决方案开发团队合作,完成算法的业务包装,并结合客户数据,独立完成算法的适配与调优,以及算法整体运行效率优化,满足产品研发及项目交付要求。职位要求:1.扎实的数据功底,对机器学习、强化学习、自然语言处理、知识图谱有深入研究与了解。熟悉算法的底层原理与使用场景,能结合业务场景进行算法的调优和二次开发。2.掌握Python/Java等任一编程语言,具备良好的编程风格,可以胜任快速原型实现与开发。3.掌握Pytorch,Tensorflow,Keras等任一种深度学习框架,有丰富的实践经验,熟练掌握调参策略。4.熟悉优化算法对凸优化、非凸优化、随机优化、非梯度优化等算法有相对深入的研究及实践经验。5.富有创新精神,对技术与研究充满激情,愿意挑战新的算法与新的领域;强烈的责任心,良好的沟通技巧和团队协作精神,与售前、产品、研发团队协作开拓新领域、新场景。6.有能源领域/工业领域业务场景算法研发及工程经验优先;7.硕士及以上学历,数学专业、人工智能专业、计算机科学专业优先。同时拥有热能动力专业背景者优先。#LI-ALLYX

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