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Data Scientist
5 months ago
Digital Hub China in Nanjing attracts, grows, and develops passionate people who will meaningfully impact the digital future of BASF.
Come join us and be a part of our digitalization journey.位于南京的巴斯夫中国数字化中心吸引、培养和发展充满热情的数字化人才,他们将对巴斯夫的数字化未来产生深远的影响。快来加入我们,成为巴斯夫数字化之旅的一部分。
Objectives:
生产人工智能 - 工厂与现场分析团队为巴斯夫的生产工厂提供数据产品和人工智能解决方案:从数据驱动的软传感器到优化贴近化学工艺,将化学工艺工程和材料科学领域的专业知识与利用人工智能、机器学习和第一原理模型的深入技能相结合。
该职位的工作重点是获取新项目、在我们的解决方案中对适应性或新功能进行系统化的需求工程设计,以及与我们的内部业务合作伙伴一起实施使用案例。
The Production AI – Plant & Site Analytics team provides data products and Artificial Intelligence solutions for BASF's production plants: From data-driven soft sensors up to optimization - close to the chemical process, combining domain expertise in chemical process engineering and material science with in-depth skills utilizing AI, Machine Learning and first principles models.
The focus of the role is on the acquisition of new projects, the systematic requirements engineering for the adaptation or new functionalities in our solutions as well as the implementation of use cases with our internal business partner.
Main Task:
- 作为全球数字服务组织内生产人工智能
- 混合解决方案和工厂分析平台产品系列的数据科学家,您将在化学工艺建模和数据科学的交叉点工作。
- 您将主要负责支持优化巴斯夫在亚太地区的生产网络。
- 您的目标是利用数字化不断改进生产工厂和现场规划,您将为实现生产人工智能范围提供支持。
- 您将确保部署的所有解决方案高度可靠,并符合所有适用的内部要求和外部/政府要求。
- 您将以创新和可持续发展为重点,利用自己在化学工艺工程和预测分析领域的高级数学建模技术方面的专业知识和熟悉程度,确保开发和部署的解决方案在质量和成本方面都具有竞争力。
- 您将为我们运营生产工厂的内部业务合作伙伴开发有助于提高透明度、可靠性、质量、吞吐量、安全性和可持续性方面决策支持的解决方案。
- As a Data Scientist for the Production AI
- Hybrid Solutions & Plant Analytics Platform Product Family within the Global Digital Services organization, you work at the intersection of chemical process modeling and Data Science.
- You will be primarily responsible for supporting the optimization of BASFs production network in the Asia/Pacific region.
- With the goal to continuously improve production plants and site planning by leveraging digitalization, you will support the realization of the Production AI scope.
- You will ensure all solutions deployed are highly reliable and adhere to all applicable internal requirements and external/government requirements.
- With a focus on innovation and sustainability, you will use your expertise and familiarity in chemical process engineering and advanced mathematical modeling techniques in the field of predictive analytics to ensure developed and deployed solutions are both quality and cost competitive.
- You will develop solutions that help to improve decision support with respect to transparency, reliability, quality, throughput, safety, and sustainability for our internal business partners operating production plants.
Job Requirement:
- 具有计算机科学、工程学、数学、统计学、自然科学或信息技术背景
- 至少 3 年相关工作经验
- 项目管理(与客户持续交流、预算、工作安排)
- 逻辑开发(解决业务问题、建立和训练模型、数据分析)
- 数据工程(确定数据源、清理、建立自动转换管道)
- 使用 Python 进行后端开发(创建后端逻辑、连接不同数据库)
- 使用 / Plotly-Dash 进行前端开发(创建易于使用的用户界面)
- 部署(Kubernetes、云基础设施)
- 质量保证(单元测试、异常处理,确保平稳运行)
- 流利的英语交流
- Background in computer science, engineering, mathematics, statistics, natural sciences, or information technology
- Minimum 3 years' related working experience
- Project management (continuously exchanging with customers, budget, work organization)
- Logic development (solving the business problem, settingup and training models, data analysis)
- Data engineering (identifying data sources, cleaning, setting up automated transformation pipelines)
- Backend development with Python (creating the backend logic, tying together different databases)
- Frontend development with / Plotly-Dash (creating easy to use UIs)
- Deployment (Kubernetes, cloud infrastructure)
- Quality assurance (unit tests, exception handling, ensuring smooth operation)
- Fluent English Communication
As part of the Global Digital Hub Verbund, the hub is rapidly growing with a target of a three-digit number of employees in coming years.
Focused on digitalization and innovative IT solutions to enhance BASF's IT portfolio and expertise in China, it brings an all-around capable team of digital talents to create solutions in the context of China's unique digital landscape to BASF.
It also contributes to the smart manufacturing endeavors for the new mega project in Zhanjiang.At BASF, we create chemistry for a sustainable future. We combine economic success with environmental protection and social responsibility.
More than 110,000 employees in the BASF Group contribute to the success of our customers in nearly all sectors and almost every country in the world.
Our portfolio is organized into six segments:
Chemicals, Materials, Industrial Solutions, Surface Technologies, Nutrition & Care and Agricultural Solutions. BASF generated sales of €59 billion in 2020. Further information at
巴斯夫中国数字化中心于2020年在南京成立。作为全球数字中心的重要部分,中国中心正在迅速发展中,未来将会有更多岗位开放。巴斯夫专注于数字化和创新的IT解决方案,以增强巴斯夫在中国的IT化和专业化,为巴斯夫带来了一支全方位的数字化人才团队,在中国独特的数字化环境中创造解决方案。中心还为湛江一体化基地等大型项目的智能制造做出贡献。
在巴斯夫,我们为可持续发展的未来,创造化学新作用。我们将经济成功与环境保护相结合。我们肩负社会责任。巴斯夫集团超过110,000名员工为巴斯夫的成功做出了贡献。我们的客户遍布世界上几乎所有行业和几乎每个国家。我们的产品组合分为六个部分:
化学品,材料,工业解决方案,表面活性剂,营养与护理以及农业解决方案。巴斯夫2020 年销售额为 590 亿欧元。更多信息请见 。
BASF Asia-Pacific Service Center is based in Malaysia, we may reach you via Malaysia phone number.
请时刻警惕任何可能的招聘欺诈行为请注意,巴斯夫绝不会在任何情况下向候选人以任何形式收取任何费用。