千亿美元上市公司Shopee处于业务快速发展期，急缺各种数据人才。外企文化，人文关怀好，以下岗位都是ld直聊，如能快速到岗经验要求可适当放宽，有意者请加微信：itsacircle，详聊。
  
Data Scientist
  
Job Description
o    Build CLV Models to understand and predict users’ behaviours across their entire lifetime cycle. Data-driven to generate relevant insights to support business decision, improve operational efficiency, and user CLV.
o    Lead the development of data products, including the establishment of data warehouses, data mining, cleaning, and the establishment of intelligent decision-making engines; research and establishment of business index systems to optimize user CRM.
o    Responsible for evaluation of  experiments, including designing experiments, executing experiments, doing experimental analysis and providing recommendations for business decisions.
o    Participate in the construction of platform data science functions, and build DMP user portraits used in different scenarios to empower user-growth
  
Requirements
  
o    Master's degree or above in statistics, mathematics, computer science and other related majors (doctoral degree is preferred).
o    2+ years of industry experience in data analysis, data science, data engineering and/or business intelligence, comfortable working with large datasets and conducting complex data analysis using SQL, Python or R.
o    Good knowledge in statistical methods, classical machine learning (classification, regression, clustering, etc), deep learning etc.
o    Good communication skills to explain Tech. solutions to non-technical people.
  
数据科学家
  
工作职责
  
o    建立CLV模型以了解和预测用户整个生命周期内的行为。数据驱动产生业务洞察，以支持业务决策，提高运营效率和用户CLV。
o    主导数据产品的开发，包括数据仓库的建立，数据挖掘，清理以及智能决策引擎的建立；研究和建立用于优化用户CRM的业务指标体系。
o    负责设计评估实验，包含设计实验、执行实验、实验分析并给业务决策提供方案。
o    参与平台数据科学功能建设，建立应用于不同场景DMP用户画像，赋能用户增长业务。
  
任职要求
  
o    拥有统计学、数学、计算机科学等相关专业硕士以上学位（博士优先）。
o    2年以上数据、分析、数据科学、数据工程和/或商业智能方面的行业经验，可以熟练处理大型数据集并使用SQL，Python或R进行复杂的数据分析。
o    精通统计方法，经典机器学习（分类，回归，聚类等），深度学习等常用算法。
o    善于与非技术人员沟通技术方案。
  
  
  
Algorithm Engineer
  
Job Description
Including but not limited to:
o    Responsible for user CLV prediction, establishing real-time prediction model, and responsible for basic algorithm and strategy research of CLV system in multiple scenarios.
o    Responsible for the feature engineering of algorithms, continue to expand business tags, mine user portraits, and continuously improve prediction accuracy.
o    Build and optimize the algorithm architecture, improve forecasting efficiency, and develop data products and decision-making tools based on business scenarios.
  
Requirements
  
o    Bachelor degree or above in computer or related majors, more than 1 year of Internet work experience.
o    Familiar with at least one programming languages such as python/java/C++/Scala, and familiar with common big data processing frameworks such as spark/hadoop.
o    A solid machine learning foundation, able to apply commonly used machine learning models to solve practical business problems proficiently, project experience with mainstream deep learning models is preferred.
o    Good logical thinking ability, data analysis ability, good at analyzing and solving problems.
o    Advertising/recommendation/search work experience is preferred.
  
算法工程师
  
工作职责
  
包括但不限于:  
o    负责用户CLV的预测，建立实时预测模型，负责多场景下CLV系统的基础算法和策略研究。
o    负责算法的特征工程，持续拓展业务标签、挖掘用户画像，不断提升预测精度。
o    搭建并优化算法架构，提升预测效率，结合业务场景开发数据产品及决策工具。
  
任职要求
  
o    计算机或相关专业本科及以上学历，1年以上的互联网工作经历。
o    熟练掌握python/java/C++/Scala等一门或以上的编程语言，熟练掌握spark/hadoop等常用大数据处理框架。
o    扎实的机器学习基础，能够熟练应用常用的机器学习模型解决实际的业务问题，有主流深度学习模型的项目实践经验优先。
o    良好的逻辑思维能力, 数据分析能力，善于分析和解决问题。
o    广告/推荐/搜索的工作经历优先。
  
  
  
Data Analyst/ Business Intelligence
  
Job Description
o    Carding and designing data indicator systems, establishing data analysis models, outputting data analysis frameworks and analysis reports in line with business needs, and assist business decisions.
o    Communicate with the product and business teams to understand business processes, provide insights based on business resuls.
o    Research industry trends and competition information, analyze the change trend of user demands, and diagnose business problems through multi-dimensional analysis, discovering risks, excavation opportunities, providing optimization suggestions for business.
o    Provide data analysis and insights which can be translated to data-driven products. Improve the dataization and intelligence of business team.
  
  
Requirements
o    Bachelor or above in Computer Science, Information Technology, Statistics, Mathematics, and other related majors.
o    At least 2 years experience in data analytics.
o    At least 2 years experience in python and SQL.
o    Self-starter with the ability to work in a fast-paced, performance-driven environment.
o    Strong problem solving, quantitative and analytical abilities - critical and logical thinking.
o    Passion for problem-solving, improving and/or implementing processes.
o    Highly motivated, structured and methodical with a high degree of initiative.
o    Able to work independently or cross functionally.
o    Compliance with the following conditions: Massive data processing experience with Hive, Hadoop, Spark and other platforms
  
数据分析师/BI
  
工作职责
  
o    梳理和设计数据指标体系，建立数据分析模型，输出符合业务需求的数据分析框架和分析报告，辅助业务决策。
o    与产品团队和业务团队沟通，了解业务流程，以业务结果为导向输出业务洞察。
o    研究行业趋势和竞品信息，分析用户诉求的变化趋势，通过多维度的分析诊断业务问题，发现风险，挖掘机会点，为业务提供优化建议。
o    将数据分析思路和框架沉淀为数据产品解决方案，策划数据产品并推动落地，提升各团队的数据化和智能化程度。
  
任职要求
o    计算机科学、信息技术、统计学、数学等相关专业本科及以上。
o    至少2年以上数据分析经验。
o    至少2年以上python和SQL经验。
o    能够在快节奏、以业绩为导向的环境中工作的自我激励。
o    具有较强的解决问题、定量和分析能力， 热衷于解决问题和改进流程。
o    积极性高，有条理，有条理，主动性强。
o    具有较好的（跨团队）沟通能力与组织协调能力
o    符合以下条件优先： 有Hive、Hadoop、Spark等平台的海量数据处理经验
  
Data Product Manager
  
Job Description
o    Responsible for CLV-related data construction, including but not limited to business data insight analysis, underlying database table design, internal and external data capabilities, and analytical tools and data platform iteration, etc.
o    Establish a scientific and reasonable business assessment indicators, discovery business issues or opportunities based on data analysis, design and deliver industry-leading product solutions, and precipitate methods and tools.
o    Responsible in demand and project management, follow-up development / test / online / application, and continuously improve product delivery efficiency and quality.
o    Responsible for evaluation of  experiments, including designing experiments, executing experiments, doing experimental analysis and providing recommendations for business decisions.
  
  
Requirements
o    Bachelor or above in Computer Science, Information Technology, Statistics, Mathematics, and other related majors.
o    2+ years of experience or complex data platform construction experience or advertising/e-commercial related experience, be passionate and curious to data products.
o    Be sensitive to data, excellent business comprehension and logic, good at communication and expression.
o    Quality of product thinking, innovative thinking, project management, team cooperation.
o    Flexibility to learn new skills and knowledge.
o    Energetic, positive attitude and team player.
o    Highly motivated, structured and methodical with a high degree of initiative.
o    Able to work independently or cross functionally.
o    Master common data analysis and processing methods, SQL skilled, actual experience with data-driven business is preferred
  
数据产品经理
  
工作职责
  
o    负责CLV相关的数据建设，以数据能力驱动业务目标达成，包括但不限于业务数据洞察分析、底层数据库表设计、内外部数据能力打通、分析工具&数据平台迭代等。
o    建立科学合理的业务评估指标，基于数据分析发现业务问题或机会点，设计并交付行业领先的产品解决方案，并沉淀方法和工具。
o    做好需求和项目管理，跟进开发/测试/上线/应用全过程，持续提升产品的交付效率和质量。
o    负责设计评估实验，包含设计实验、执行实验、实验分析并给业务决策提供方案。
  
  
任职要求
o    计算机、数学、统计、信息系统等相关专业本科及以上学历。
o    2年以上广告/电商等经验或复杂数据平台建设经验，对数据产品有热情和好奇心。
o    对数据敏感，具备优秀的业务理解能力和逻辑归纳能力，善于沟通和表达，有数据驱动业务的sense。
o    具有产品思维、创新思维、项目管理、团队合作的综合能力，价值观正，知行合一。
o    能够在快节奏和敏捷环境中工作。
o    灵活地学习新技能和知识。
o    掌握常见的数据分析和处理方法，SQL熟练，有数据驱动业务的实战经验者优先。
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