Data Science and AI Expert, Statistics
核心职责:支持推动公司Statistics PME计划的执行与落地,通过项目赋能、能力建设和工具开发,系统性提升公司在研发、制造及非制造领域的基于数据驱动的决策能力。 Core Responsibilities: Support the execution and implementation of the company's Statistics PME program. Through enablement, capability building, and tool development, boost systematic data-driven decision-making in R&D, manufacturing, and non-manufacturing area. 具体包括: Details include: Statistics PME项目支持与赋能 Statistics PME Project Support and Empowerment 非制造业务优化:主导/辅助供应链、人力资源、财务、市场销售等非制造部门的数据分析项目。 Non-Manufacturing Business Optimization: Lead/Support data analysis projects for non-manufacturing functions such as Supply Chain, HR, Finance and Sales. Focus on driving statistical modeling and implementation. 制造过程卓越:系统识别并辅助解决制造端产线长期存在的复杂质量问题,推动制造过程能力的持续提升。 Manufacturing Process Excellence: Systematically identify and resolve complex, long-standing quality issues on production lines, promoting the continuous improvement of manufacturing process capabilities. 研发体系转型:协助研发部门制定基于统计方法的研发创新路线图,识别高价值应用场景,推动预测建模等先进方法在研发阶段的深度融合与落地。 RD&E System Transformation: Assist the RD&E department in formulating a statistics-based roadmap for research innovation. Identify high-value application scenarios and promote the deep integration and application of advanced methods like predictive modeling within the RD&E phase. Statistics PME能力体系建设 Statistics PME Capability System Development 参与开发并讲授统计学高阶课程,内容涵盖: Be participant in developing and delivering advanced statistics training courses, covering: - 高阶试验设计Advanced Design of Experiments (DoE) - 函数型数据分析Functional Data Analysis - JSL插件开发与自动化JSL Add-In Development & Automation - 基于机器学习的预测建模Machine Learning-Based Predictive Modeling - 多变量统计过程控制Multivariate Statistical Process Control - 高阶时间序列分析与预测等Advanced Time Series Analysis & Forecasting etc 支持和提供工程师级别的系统化培训与教练式辅导,提升组织整体数据分析能力。 Enhance the organization's overall data analysis capability through systematic training and coaching-style mentorship. 支持各工厂/职能部门培养统计数据分析专家团队 Support plant/functions in developing teams of statistical data analysis experts Statistics PME 分析平台与工具开发 Statistics PME Analytical Tools & Platform Development 基于JSL与Python开发定制化质量分析工具与JMP插件,构建自动化分析平台,实现统计方法的标准化、规模化与易用化 Develop customized quality analysis tools and JMP add-ins based on JSL and Python. Build automated analysis platforms to standardize, scale, and simplify statistical methods, thereby increasing analytical efficiency across the organization.
Autoliv China Headoffice – ACH
Workplace & Culture
We strive to save more lives and prevent serious injuries, and we continuously focus on quality, confidence and security for our customers, stability and growth for our shareholders and employees, as well as being sustainable and earning trust within our communities.
关于Autoliv China
Autoliv is the worldwide leader in automotive safety systems. Through our group companies, we develop, manufacture and market protective systems, such as airbags, seatbelts, and steering wheels for all major automotive manufacturers in the world as well as mobility safety solutions.
At Autoliv, we challenge and redefine the standards of mobility safety to sustainably deliver leading solutions. In 2024, our products saved 37,000 lives and reduced 600,000 injuries.
Our ~65,000 colleagues in 25 countries are passionate about our vision of Saving More Lives and quality is at the heart of everything we do. We drive innovation, research, and development at our 13 technical centers, with their 20 test tracks.