美团Keeta-效果广告数据分析师( Performance Marketing Data Analysis Expert)
任职要求
教育背景 1. 本科及以上学历; 2. 统计学、数学、计算机科学等相关专业优先。 工作经验 1. 至少5年以上效果广告数据分析经验; 2. 有海外投放经验优先。 专业技能: 1. 具备扎实的广告投放专业知识,熟练掌握至少一种编程语言; 2. 拥有扎实的数据库知识,能够熟练进行数据查询、清洗和存储、以及数据库的维护; 3. 掌握数据可视化工具,能够制作美观、易懂的数据可视化报表; 4. 熟悉统计分析方法和机器学习算法,并能在实际工作中应用; 5. 熟悉互联网行业,对海外主流效果广告平台(如Google、Facebook、TikTok等)有实操经验。 Educational Background 1. Bachelor’s degree or above. 2. Majors in Statistics, Mathematics, Computer Science, or other related fields are preferred. Work Experience 1. At least 5 years of experience in performance advertising data analysis. 2. Experience in managing overseas ad campaigns is a plus. Professional Skills 1. Solid knowledge of performance advertising and proficiency …
工作职责
数据收集、回传及处理 1. 搭建完善的广告投放数据监测体系,实时收集、整理与分析广告投放数据,包括曝光量、点击量、转化率、成本等关键指标,深入洞察广告投放效果及用户行为路径; 2. 负责接收、回传、整合来自各大广告平台、公司内部业务系统等多渠道的数据,确保数据的完整性与准确性; 3. 对原始数据进行清洗,识别并处理数据中的缺失值、重复值和异常值,为后续分析提供高质量的数据基础; 4. 协助产研部门建立和维护数据仓库或数据库,优化数据存储结构,提高数据查询和调用的效率。 数据分析与挖掘 1. 对广告投放数据进行深度分析,挖掘数据中的潜在规律和趋势,为广告投放策略的优化提供数据支持; 2. 评估不同广告创意、投放策略的效果差异,为决策提供科学依据; 3. 及时发现投放中的低效,以及舞弊的流量,为公司降低损失。 4. 使用数据可视化工具将复杂的数据转化为直观易懂的图表,清晰展示广告投放效果及关键指标的变化趋势。定期撰写详细的数据报告,对广告投放效果进行全面解读,包括各项指标的完成情况、问题分析以及改进建议。 5. 积极协助产研部门优化投放工具和数据基建,提高效果广告的投放效率。 Data Collection, Transmission, and Processing 1. Establish and improve the ad performance monitoring system to collect, organize, and analyze advertising data in real time, including key metrics such as impressions, clicks, conversion rates, and costs, to gain in-depth insights into campaign effectiveness and user behavior paths. 2. Responsible for receiving, transmitting, and integrating data from multiple sources, including major ad platforms and internal business systems, ensuring data integrity and accuracy. 3. Clean raw data by identifying and handling missing values, duplicates, and anomalies to provide a high-quality data foundation for further analysis. 4. Assist product and engineering teams in building and maintaining data warehouses or databases, optimizing data storage structures to improve query and retrieval efficiency. Data Analysis and Mining 1. Conduct in-depth analysis of advertising data to uncover underlying patterns and trends, providing strong data support for optimizing advertising strategies. 2. Evaluate the performance of different ad creatives and delivery strategies to support data-driven decision-making. 3. Identify inefficiencies and fraudulent traffic in ad campaigns in a timely manner to help reduce company losses. 4. Use data visualization tools to transform complex data into clear and intuitive charts, effectively presenting trends and changes in key ad metrics. Regularly compile detailed data reports to comprehensively interpret advertising performance, including metric achievements, issue analysis, and improvement suggestions. 5. Actively support the product and engineering teams in optimizing ad delivery tools and data infrastructure to enhance the efficiency of performance advertising.
广告投放策略&管理 1. 负责某一个主流效果广告平台(如Google、Facebook、TikTok等)的日常运营与管理,包括账户搭建、关键词选取、营销活动定位、用户分层和筛选、出价优化、消耗节奏等,不断提升广告投放的质量与效果; 2. 定期对本渠道的广告投放策略进行复盘与优化,根据市场动态、用户行为变化及投放数据反馈,及时调整策略方向,保障广告投放始终保持高效; 广告创意策划与优化 1. 协同设计部门,策划富有吸引力与转化力的广告创意,包括广告文案、图片、视频等素材的构思与制作指导,确保广告内容能够有效吸引用户关注并激发其行动; 2. 基于 A/B 测试等方法,对广告创意进行持续优化,通过分析不同创意版本的投放数据,挖掘用户喜好与行为规律,不断迭代创意内容,提高广告的点击率、转化率等关键指标; 数据分析与效果评估 1. 实时收集、整理与分析广告投放数据,包括曝光量、点击量、转化率、成本等关键指标,深入洞察广告投放效果及用户行为路径; 2. 定期出具详细、专业的广告投放效果评估报告,通过数据可视化呈现投放成果,精准定位问题与机会点,并提出针对性的优化建议与解决方案,为广告投放决策提供有力的数据支持; 3. 运用数据分析手段,对用户进行细分与画像,深入了解不同用户群体的特征与需求,实现广告的精准定向投放,提升广告投放的精准度与投资回报率。 Advertising Strategy & Management 1. Responsible for the daily operation and management of a major performance advertising platform (e.g., Google, Facebook, TikTok), including account setup, campaign targeting, user segmentation and filtering, bid optimization, and pacing—continuously improving the quality and effectiveness of ad campaigns. 2. Regularly review and optimize advertising strategies for the assigned platform. Adjust strategic direction in a timely manner based on market dynamics, user behavior changes, and performance feedback to ensure continued efficiency and effectiveness. Ad Creative Planning & Optimization 1. Collaborate with the design team to plan compelling and conversion-driven ad creatives, including ad copy, images, videos, etc. Guide the production process to ensure the content effectively captures user attention and drives action. 2. Continuously optimize creative content using methods such as A/B testing. Analyze performance data of different creative versions to identify user preferences and behavior patterns, iterating to improve key metrics such as CTR and conversion rate. Data Analysis & Performance Evaluation 1. Collect, organize, and analyze real-time advertising data, including impressions, clicks, conversion rates, cost metrics, etc., to gain deep insights into campaign performance and user behavior. 2. Produce detailed and professional performance reports regularly, using data visualization to clearly present results. Identify issues and opportunities, and propose actionable optimization recommendations and solutions to support informed decision-making. 3. Leverage data analysis to segment users and build user profiles, gaining a thorough understanding of different audience groups’ characteristics and needs. This enables highly targeted advertising and improved return on investment.
广告投放策略制定与规划 -制定全面且精准的效果广告投放策略,明确投放目标、预算分配、投放渠道组合及预期效果等,确保广告投放与公司整体营销战略高度契合,推动业务增长。 -定期对广告投放策略进行复盘与优化,根据市场动态、用户行为变化及投放数据反馈,及时调整策略方向,保障广告投放始终保持高效。 广告投放渠道管理与拓展 -全面负责主流效果广告平台(如Google、Facebook、TikTok等)的日常运营与管理,包括账户搭建、关键词选取、创意制作、出价优化等,不断提升广告投放的质量与效果。 -积极探索与拓展新兴广告投放渠道,引入创新的广告形式与合作模式,为公司开拓新的流量来源与增长机会。 广告创意策划与优化 -协同品牌市场,策划富有吸引力与转化力的广告创意,包括广告文案、图片、视频等素材的构思与制作指导,确保广告内容能够有效吸引用户关注并激发其行动。 -基于 A/B 测试等方法,对广告创意进行持续优化,通过分析不同创意版本的投放数据,挖掘用户喜好与行为规律,不断迭代创意内容,提高广告的点击率、转化率等关键指标。 数据分析与效果评估 -搭建完善的广告投放数据监测体系,实时收集、整理与分析广告投放数据,包括曝光量、点击量、转化率、成本等关键指标,深入洞察广告投放效果及用户行为路径。 -定期出具详细、专业的广告投放效果评估报告,通过数据可视化呈现投放成果,精准定位问题与机会点,并提出针对性的优化建议与解决方案,为广告投放决策提供有力的数据支持。 -运用数据分析手段,对用户进行细分与画像,深入了解不同用户群体的特征与需求,实现广告的精准定向投放,提升广告投放的精准度与投资回报率。 团队管理与协作 -负责广告投放团队的日常管理工作,包括人员招聘、培训、绩效考核、任务分配等,打造一支专业能力强、执行力高、富有创新精神的广告投放团队。 -推动团队内部的沟通与协作,促进信息共享与经验交流,提升团队整体的工作效率与协同能力。 -加强与市场、产研、运营等其他部门的跨部门协作,建立紧密的合作关系,确保广告投放与公司整体业务流程顺畅衔接,共同达成公司业务目标。
用户行为数据监控与分析 1. 搭建并维护用户转化和留存核心指标体系,覆盖拉新、首单、复购、留存等关键阶段; 2. 实时监控用户行为、补贴工具使用、活动转化路径等数据,识别运营策略中的机会与风险点 补贴策略制定与运营支持 1. 基于用户生命周期与分层模型,制定针对新客、沉默用户、流失用户等群体的差异化补贴策略(如新客立减、满减、返现券等); 2. 联动产品与B端运营团队配置最优激励方案,设计人群×工具的组合策略,提升激活率与留存转化率。积极协助产研部门优化投放工具和数据基建,提高效果广告的投放效率 策略效果复盘与优化闭环 1. 跟踪每项补贴/激励策略执行结果,输出效果归因、路径分析与ROI评估; 2. 基于复盘结果持续优化激励策略组合,形成标准化的策略评估模型与策略沉淀; 3. 定期输出月/周分析报告,为用户运营策略提供数据支持与优化方向 User Behavior Data Monitoring and Analysis 1. Build and maintain a core metrics system for user conversion and retention, covering key stages such as user acquisition, first orders, repurchase, and retention. 2. Monitor user behavior, subsidy tool usage, activity conversion paths, etc., in real-time to identify opportunities and risks in operational strategies. Subsidy Strategy Development and Operational Support 1. Based on user lifecycle and segmentation models, develop differentiated subsidy strategies for new users, dormant users, churned users, etc. (e.g., new customer discounts, coupons, cashback vouchers, etc.). 2. Collaborate with the product and B2B operations teams to configure optimal incentive plans, design crowd × tool combination strategies, and improve activation and retention conversion rates. Actively assist the product and research team in optimizing delivery tools and data infrastructure to improve the effectiveness of paid advertising. Strategy Review and Optimization 1. Track the execution results of each subsidy/incentive strategy, providing effect attribution, path analysis, and ROI evaluation. 2. Continuously optimize incentive strategy combinations based on review results, forming standardized strategy evaluation models and strategy documentation. 3. Regularly produce monthly/weekly analysis reports to provide data support and optimization directions for user operations strategies.
Job Summary We are seeking an experienced Marketing Operations Manager to lead our offline marketing initiatives, including OOH advertising, event management, and influencer partnerships. This role will work closely with regional marketing teams, procurement, and finance to ensure effective campaign execution while optimizing resources and performance. The ideal candidate has 7+ years of experience in marketing operations, preferably with background in large internet companies, O2O services, or agency environments. You should be skilled in media planning, vendor management, and cross-team collaboration, with a focus on delivering measurable results. Candidates with prior experience in global procurement at brand companies are highly preferred. Key Responsibilities 1. Marketing Operations & Vendor Management Manage end-to-end execution of offline marketing campaigns, including OOH media, events, and influencer activations Oversee relationships with external agencies, media vendors, and partners, ensuring quality delivery and cost efficiency Develop and maintain vendor evaluation frameworks to assess performance and ROI Collaborate with Procurement & Finance on budgeting, contracts, and payment processes 2. Regional Collaboration & Campaign Support Partner with regional marketing teams to understand local needs and provide operational support Establish efficient workflows for briefing, approval, and execution of marketing campaigns Share best practices and help adapt global strategies to local market requirements 3. Performance Tracking & Insights Define and monitor KPIs to evaluate campaign effectiveness and vendor performance Provide regular reports on campaign results and market trends to stakeholders Collect and share successful case studies and innovative marketing approaches 4. Process Improvement Identify opportunities to streamline operations and improve marketing efficiency Maintain updated guidelines and playbooks for offline marketing execution Stay informed about new trends in OOH media, events, and influencer marketing 1. 营销运营与供应商管理 全流程管理线下营销活动(户外广告/线下活动/KOL合作),确保项目高质量落地 主导与Agency、媒体供应商及合作伙伴的长期关系维护,平衡成本与效果 建立供应商评估体系,持续优化合作ROI 协同采购与财务部门完成预算制定、合同审批及付款流程 2. 区域协作与活动支持 深度理解各区域市场需求,为地方团队提供标准化运营支持 建立从需求提报、方案审批到落地执行的高效协作流程 推动全球营销策略的本土化适配,沉淀最佳实践案例 3. 效果追踪与洞察挖掘 制定并监控核心KPI,持续评估活动效果与供应商表现 定期向管理层提交营销效果报告及行业趋势分析 建立成功案例库,推动创新营销模式落地 4. 流程优化与创新 持续优化运营流程,提升营销人效比 更新线下营销执行手册与标准化模板 追踪户外广告、活动营销及KOL合作领域的趋势