数字化工业 机器学习工程师 工业方向 (职位编号：220773)
西门子（中国）有限公司Siemens Ltd. China
- 公司规模：10000人以上
- 公司性质：外资(欧美)
- 公司行业：机械/设备/重工
职位信息
- 发布日期：2020-09-28
- 工作地点：上海
- 招聘人数：若干人
- 工作经验：3-4年经验
- 学历要求：本科
- 语言要求：英语熟练
- 职位类别：其他
职位描述
Job Description
Machine Learning Engineer for Industries (AI)
Make different AI with DI
Big data and AI give Industry 4.0 a huge boost. Siemens Digital Industries Division establish a new agile & innovative team to incubate Industrial Artificial Intelligence / Machine Learning products and solutions.
• Difference on use case: Industrial machine learning solutions can use data generated by factory to identify trends and patterns that can then be used to make manufacturing processes more efficient and improve their product quality. This is how plants are constantly adapting to new circumstances and undergoing optimization with no need for operator input.
• Difference on deployment: Industrial machine learning software with sufficiently intelligent analytical technology is already available, which runs not only on Cloud but also on Edge platform. And as the level of networking increases, machine learning software can learn to “read between the lines,” which can lead to the discovery of many complex connections in systems that aren’t yet or are no longer evident to the human eye.
Your role – challenging and future-oriented
• You will engage industry customers to identify and explore use case for AI at shop floor.
• You will drive multiple opportunities, effectively track and articulate the value and major wins of engagements underway
• You will co-create AI applications with customers to solve their challenges in manufacturing.
• You will drive forward innovation activities within Artificial Intelligence domain and transferring these innovations into our product management organization.
• Discover, design, and develop analytical methods to support novel approaches of data and in-formation processing.
• Integrate existing market and/or open source machine learning solutions into automation prod-ucts and components.
• Perform exploratory data analysis, identify patterns and correlations between data features, de-sign and implement supervised or unsupervised machine learning models and visualize and communicate key findings.
• Provide technical support for project and business development activities including proposal writing and customer development.
• Coordinate with sales, marketing and other Business Units to develop solutions based on cus-tomer requirements.
• Participate in knowledge sharing within the team and a community of experts.
Your qualifications – solid and appropriate
• Ideally you will have successfully completed university education in the areas of computer sci-ence, mathematics, physics, engineering sciences or you will have earned the recognition of such academic achievements based on practical programming experiences.
• You have at least 3 years of professional experience in developing and testing AI algorithms and applications.
• You have at least 3 years of customer-facing or equivalent consultative-selling role
• You have a strong programming background (e.g. Python, C++) and familiarity with framework and toolkits such as scikit-learn, Tensorflow or PyTorch and a working knowledge of software development and deployment methods. Parallelization skills (CUDA, OpenCL, OpenMP, etc.) are a plus.
• You have solid understanding of machine learning (e.g. CNN, RNN, LSTM, seq2seq, etc.) and statistics, including knowledge of best practices in feature extraction, dimensionality reduction, model validation and data virtualization.
• Experience administering, deploying, and provisioning Linux systems is a plus
• Experience with Docker is a plus
• You have exceptional interpersonal and communication (both verbal and written) skills, and have experience communicating with both technical and non-technical stakeholders.
• You have proven track record of taking ownership and driving results.
• You are willing to work close to team on new topic and find innovative solutions.
• You are fluent in English.
Your location
Shanghai
职能类别：其他
公司介绍
西门子股份公司是全球领先的技术企业，170 余年来不断致力于卓越的工程技术、创新、品质、可靠性和国际化发展。公司业务遍及全球，专注于电气化、自动化和数字化领域。 作为***的高效能源和资源节约型技术企业之一，西门子在高效发电和输电解决方案、基 础设施解决方案、工业自动化、驱动和软件解决方案等领域占据领先地位。依托公开上市 的子公司西门子医疗股份公司，西门子也是计算机断层扫描和磁共振成像系统等医疗成像 设备，以及实验室诊断和临床IT 领域领先的技术领导者。
西门子***在中国开展经营活动可以追溯到1872 年，当时西门子向中国提供了***台指针式电报机，并在19 世纪末交付了中国***台蒸汽发电机以及***辆有轨电车。1985 年，西门子与中国政府签署了全面合作备忘录，成为***家与中国进行深入合作的外国企业。140 余年来，西门子以创新的技术、卓越的解决方案和产品坚持不懈地为中国的发展提供全面支持，并以出众的品质和令人信赖的可靠性、领先的技术成就以及不懈的创新追求，在业界独树一帜。
西门子见证了中国改革开放带来的巨大变化，同时也为中国的改革发展做出了重要贡献。2018 财年（2017 年10 月1 日至2018 年9 月30 日），西门子在中国的总营收达到81亿欧元。西门子在中国拥有超过33000 名员工，中国已成为西门子第二大海外市场。
西门子***在中国开展经营活动可以追溯到1872 年，当时西门子向中国提供了***台指针式电报机，并在19 世纪末交付了中国***台蒸汽发电机以及***辆有轨电车。1985 年，西门子与中国政府签署了全面合作备忘录，成为***家与中国进行深入合作的外国企业。140 余年来，西门子以创新的技术、卓越的解决方案和产品坚持不懈地为中国的发展提供全面支持，并以出众的品质和令人信赖的可靠性、领先的技术成就以及不懈的创新追求，在业界独树一帜。
西门子见证了中国改革开放带来的巨大变化，同时也为中国的改革发展做出了重要贡献。2018 财年（2017 年10 月1 日至2018 年9 月30 日），西门子在中国的总营收达到81亿欧元。西门子在中国拥有超过33000 名员工，中国已成为西门子第二大海外市场。
联系方式
- Email：xinyu.deng@siemens.com
- 公司地址：北京市朝阳区望京中环南路7号 (邮编：100102)
- 电话：15801526136