滴滴Senior Data Scientist(J250625012)
任职要求
● 数据科学或相关学科硕士或博士学历 ● 3-5 年数据科学家经验，专注于营销衡量或类似领域 ● 精通R/python/SQL ● 深入理解实验设计和方法、A/B Test、Geo lift Test、Incrementality Test及其统计原理。 ● 具有因果推断(Causal Inference)和其他计量经济学的经验 ● 国际数字营销生态系统(Digital Marketing Ecosystem)的行业知识，包括Google、Facebook等 ● 建立统计和机器学习模…
工作职责
测量和分析（Measurement & Analytics）团队是优化我们国际化大规模营销预算的关键参与者。 您将加入一个由热情的数据科学家和分析师组成的专业团队，为国际化业务提供最佳营销建议。 作为数据科学家，您将负责支持创新解决方案的开发、挑战行业现状并通过高级数据自动化扩展解决方案。 覆盖 10 +国家和 业务线，您将接触到许多合作方，他们是各自领域的专家。 快速迭代和不断学习将是这一旅程的关键部分。 如果您喜欢从0到1的创造，持续的学习进步的机会，国际化的团队氛围和灵活的办公环境，与多元化的顶尖人才团队合作，那么这可能是您的理想工作！ 你的责任 ● 您将成为消费者分析中所有形式的营销归因和衡量（Marketing Attribution & Measurement )的专家，就营销衡量框架(Marketing Measurement Framework)向其他数据分析师和营销团队提供专家建议。 ● 与其他数据分析师和分析工程师密切合作，制定和执行数据科学发展规划的路线图，将一流的衡量框架投入生产。 ● 您的工作将主要集中在开发一流的营销衡量流程和框架（包括Marketing Mix Modeling, Attribution and Incrementality Test/Geo Lift Test, etc），这将作为我们营销策略的基石，使团队能够 跨营销渠道和市场做出更明智的投资决策。 ● 您还将致力于建立统计/机器学习模型来预测用户生命周期价值（LTV 模型）和其他创新数据科学项目。 ● 您将是数据布道师，宣传数据的使用并主动发现机会以提高整个组织的数据素养和参与度。
1、负责摄像头模组的评估选型，负责Camera新器件、新工艺的收集和研究，并建立资源库，输出研究分析报告，并成功导入产品项目中； 2、熟悉Cam模组电子，结构，光机等设计要点，负责Cam模组定制开发，量产交付； 3、负责与Camera主流马达厂家及其他创新厂家保持密切沟通，掌握Camera模组变焦和OIS的技术发展趋势，确保Camera模组能够获得最大的对焦和防抖性能； 4、负责与Camera Sensor厂家保持密切沟通，掌握Camera Sensor的技术发展趋势，确保发挥Sensor的最优性能满足VR系统的需求； 5、涉及部品的重大技术问题协助推动厂家技术支持； 6、部品通用化管理和兼容性设计。
1、负责RTOS操作系统移植，支撑任务调度/内存管理/动态加载等OS能力； 2、负责I2C/I3C/SPI等各类IP外设驱动开发； 3、负责acc/mag等各类sensor器件驱动开发； 4、负责对接Android各类Sensor service服务的底层通路建设； 5、负责AI推理框架，模型量化，sensor类算法； 6、负责智能业务如行人导航，融合定位，行为识别等业务交付。
Partnership Development: Identify, negotiate, and secure partnerships with MNOs and MVNOs globally. Maintain strong relationships to ensure long-term collaboration and mutual growth. Contract Negotiation: Lead negotiations for partnership agreements, ensuring alignment with company strategy and objectives. Manage the end-to-end process from initial contact to contract signing. Market Expansion: Develop and implement strategies to expand the availability and reach of travel essentials products, driving market share growth in key regions. Product Enhancement: Collaborate with partners to develop and launch new products or services that meet the needs of travelers. Provide market insights to optimize product offerings and enhance customer satisfaction. Cross-functional Collaboration: Work closely with internal departments such as marketing, operations, and customer service to ensure seamless integration and execution of different projects. Performance Monitoring: Regularly review and analyze partner performance metrics. Provide insights and recommendations to improve outcomes and maximize ROI. Market Research: Conduct ongoing research on industry trends, competitor activities, and technological advancements in the telecom sector. Use this information to inform strategy and drive innovation. Reporting: Prepare regular reports on business partnership activities, market trends, and performance metrics for senior management.
1. Assist in implementing the Choice business strategies, standards, and SOPs formulated by the regional team to ensure that local business operations follow the established directions. 2. Establish good cooperative relationships with local suppliers and partners, expand business resources, and promote the continuous development of the business. 3. Serve as a communication bridge between the local team and the regional team, and accurately and promptly convey the needs and information of both sides to ensure efficient and smooth business collaboration. 4. Collaborate with and track the local BD and buyer teams in the daily operation and management of the local product inventory, including tasks such as product listing, inventory control, and price adjustment, to improve the sales performance of local products. 5. Handle various problems and emergencies that arise during the implementation of local business, coordinate resources from all parties to solve them, and maintain the continuous operation of the business. 6. Participate in formulating marketing activity plans for the local market, integrating regional strategies with local characteristics to enhance the market competitiveness of the business.