滴滴Intl Data Science-数据分析实习生
任职要求
QS50或985院校数学、统计、数据科学、计算机、经济等相关专业在校生或大四保研学生 能够熟练使用SQL进行数据查询和开发,有Spark应用经验优先 熟练掌握Python,熟悉常用库(pandas, numpy, scikit-l…
工作职责
随着海外网约车业务的发展,滴滴已成为Uber之下的第二大网约车服务提供方。滴滴国际化数据科学团队致力于在跨文化背景下,寻求最科学、最当地化的数据解决方案和评估体系,持续为海外业务赋能。 与国际化产品和运营合作,支持AB实验设计和评估、业务数据分析、异动归因等日常分析需求,为业务方提供决策支持 参与网约车数据体系建设,协助开发数据生产到数据应用的自动化流程,为日常工作提效 深入挖掘业务数据,通过合理的分析方法找到潜在风险点和增长点,驱动业务模式和模型策略的优化
1、数据处理工作:负责业务数据的提取、清洗、统计汇总及异常值处理,承担交付数据的质量校验与一致性检查,按需输出数据报表及可视化看板,支撑日常业务复盘与运营工作。 2、指标监控与归因:常态化监控返回率等核心指标,搭建监控看板,对异常波动进行初步归因分析,输出监控报告。 3、业务专项分析:围绕竞品不同策略或定价方案开展专项数据分析,识别问题、提供建议,支持业务决策。 4、竞品调查研究:跟踪外部市场动态及主要参与者的策略变化,收集行业相关政策信息。
1. Based on the development of global business or merchant service experience, collect and analyze training needs, establish a talent competency model; be able to establish a complete system for internal trainer selection, training, course planning, talent incentive mechanism, develop training strategies that meet the team development, build a training system for various types of employees, and establish a reasonable and effective training effectiveness tracking mechanism. Continuously optimize and refine according to job function requirements and feedback, and quickly iterate/develop courses. 2. Based on the talent needs and capacity building requirements of the global network team, design training programs, sort out training needs, improve training courses, establish online and offline training mechanisms, execute pre-job and on-the-job empowerment training, ensuring that the training empowerment content is effectively implemented in various resource teams while continuously improving training effectiveness. 3. Regularly conduct training needs surveys for various resources, conduct training needs surveys and analysis, analyze and output training data results, track training effectiveness feedback, and manage the training process organization and training effectiveness evaluation. 4. Fully explore and integrate internal and external resources of the company, comprehensively use training tools and methodsto establish a global training network system, maximizing coverage and depth of training impact. Proactively identify and analyze training needs, engage in the planning, implementation, and effect evaluation follow-up of training projects with a deep understanding of the business.
The role of website marketing manager is to provide leadership across the key websites under Ant International - alipayplus.com, ant-intl.com, antom.com and Ant International event websites. You’ll work within a team of 2-4 people, working on the overall experience and performance of the websites. You’ll support and work closely with stakeholders across the Ant International business to deliver best-in-class website experience for visitors, prospects, customers and other key stakeholders. You’ll define demand generation optimization, new website capability, experience and tools requirements, SEO and AI model optimize the sites in both CN and English, localize sites, align the website product roadmap with wider business initiatives, and work cross-collaboratively with teams based in London, China, Malaysia and Singapore across multiple disciplines (UI/UX, engineering, design, content, SRE etc.) to ensure the on-time delivery and high standards across design, functionality and content. What you’ll do: • Work within the International marketing website team, reporting to the Head of Global Digital Marketing and Content • Guide the development and enhancement of our websites to support demand generation, organic discovery, and conversion optimisation, ensuring sites function as high-performing marketing and growth platforms. Identify initiatives to improve conversion and engagement metrics • Gathering stakeholder requirements to create BRDs (Business Requirements Document) across cross functional teams and channel owners, prioritising them and working closely with an internal product development and tech development team. Work with delivery leads to size up requirements and on successful delivery of each new enhancement/sprint • Ensuring the websites are SEO and GEO (AI model) optimized (on-page and technical) for Google and Baidu including structured data, tech optimization and best practices across global search engines • Identify and implement opportunities to improve conversion rates and demand capture, including lead flows, form optimization and user journey improvements • Plan then prioritize the roadmap working closely with peers and other marketing and business leaders/teams • Manage the backlog working closely with delivery leads in China • Work with internal design and UX team to drive end to end website product initiatives including research and discovery, development of user flows, wireframes and stories (with UX/Design), and ongoing optimisation • Support evaluation and evolution of the website platform and content management capabilities to improve marketing agility and scalability • Able to balance and manage core website initiatives and ad-hoc campaign projects • Be comfortable conducting testing across devices and browsers
团队介绍: 蚂蚁国际全球信贷服务(Bettr, ant-intl.com) 专注于为中国企业出海提供全球化金融解决方案,助力客户在跨境电商、智能制造、数字服务等多赛道实现国际化增长 职位概述: 为出海企业定制出海跨境融资策略,设计灵活的金融产品,并推动项目落地。需具备出色的跨文化沟通能力、国际金融实操经验及对互联网生态的深度理解 关键职责: 1. 多渠道拓展中国出海企业圈层;针对客户出海场景(如供应链金融、跨境贸易、海外本地化运营)推动信贷业务落地 有结果 2. 链接出海生态场景,拓展海外战略合作伙伴,推动Bettr嵌入式金融服务在场景内/合作伙伴项目中落地 3. 与海外本地团队协作,从跨境到本地,一体式挖掘客户价值