职位描述：
Summary：
Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something.
Description：
Apple is looking for a dynamic, highly motivated Asia Operations Supply Demand Planning Data Scientist.
The China Supply Demand Planning Data Scientist will be the bridge between Apple’s vast data points and the key decisions that drive end-to-end product demand and supply plans across all distribution channels in over 80 countries. You will work with a globally dispersed cross-functional team to conduct business analysis to implement new supply chain capability, drive process optimization, increased scale & efficiency, and minimize cost. You will handle all aspects of cross-functional programs and projects including timelines, resource allocation, scope definition, and implementation.
Together, you’ll collaborate with peers and cross-functional teams to understand and analyze business problems at the root and not just the symptoms, with solution recommendations and implementation plans. Provide suggestions on process improvement / change management.
Lead through the full project life cycle – from kickoff, problem definition, requirements, scope, design, testing, rollout and user-onboarding. Drive communications across project team, stakeholder and leadership teams.
You will be directly responsible for developing algorithms, build data models and design visualizations using advanced data analytics and machine learning techniques to facilitate data-driven decisions.
Ensure project objectives are met such as customer satisfaction, user acceptance, business impact. Apply analytical skills to help rationalize and inspire change.
Provide consultancy on data techniques and conduct knowledge sharing sessions.
职位要求：
Minimum Qualifications：
Bachelors or Masters required, with minimum 3 years relevant professional experience in E2E project implementation.
Solid experience in various facets of data mining, deep learning, natural language processing, and large language models.
Solid programming experience in Python and one or more of the following: R, VBA, SQL, Java, C++.
Capable to combine supply chain practices, problem solving thought process, and data analytics to show insights.
Preferred Qualifications：
Demonstrated records of delivering diverse and complex process re-engineering projects from conception through implementation, with deep understanding in system implementation and development life cycles.
Strong communication and interpersonal skill, flexible and open to different ideas, able to establish trust and reach alignment quickly.
Self-motivated individual who thrives working in a global, matrix, fast-paced environment, good at negotiation and drive clarify through ambiguity.
Forward thinking; able to see beyond the corner to identify risks / opportunities and drive project teams toward the desired objective.
System implementation experience in sales & operations / demand planning for manufacturing or high-tech industry is preferred.
Knowledge of Apple Script, web framework (e.g. Django, Flask), front-end technologies (e.g. Vue) and machine learning is a plus.
招聘部门：
Apple Operations and Supply Chain
工作地点：
Shanghai, Shanghai, China
面试建议：
Apple的供应链需求管理数据科学家职位是一个高度专业化的角色，要求候选人不仅具备扎实的数据科学技能，还需要深刻理解全球供应链运作。这个职位的独特之处在于它需要将高级数据分析技术与实际的供应链问题解决相结合，为全球80多个国家的分销渠道提供支持。面试官会特别关注候选人在数据挖掘、机器学习和供应链优化方面的实际经验，以及他们如何将这些技术应用于复杂的全球供应链环境中。 为了准备这个面试，建议候选人重点准备自己在数据科学项目中的实际案例，特别是那些涉及供应链优化或需求预测的项目。展示你如何利用Python等编程工具开发算法和构建数据模型来解决实际问题。同时，准备讨论你如何与跨职能团队合作，因为这是一个需要高度协作的职位。由于这个职位涉及全球运作，也要准备好讨论你在多元文化环境中的工作经验和适应能力。最后，虽然不强制要求，但如果你有Apple生态系统或相关技术的经验，这将是加分项，可以在面试中适当提及。
在线咨询
提示：由 AI 生成回答，可能存在错误，请注意甄别。