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Ad. Specialist Big Data Engineer AD
[北京·后沙峪] 2023-04-2830k-35k·15薪 经验3-5年 / 本科汽车丨出行 / 未融资 / 500-2000人BMW is focusing on the development of automated driving (AD) with great effort. In order to develop and test highly intelligent software for environmental perception, maneuver planning and acting, which finally enables the self-driving capability of an autonomous car, a huge amount of environmental sensor data needs to be collected, hosted and processed in an AD Development Platform (AD Data Center). The processing covers e.g. broad data analytics, reprocessing and KPI evaluation, simulation, virtual endurance run, etc. The BMW AD team in China is fully integreated into the global network of highly educated experts of different domains. In this job you will play a crucial role at the interfaces between BMW AD SW development and IT teams as well as Chinese internet tech-companies and high-tech AD suppliers. Big data, distributed data and RaaS(Reprocessing as a Service) (e.g. MapReduce, HDFS,Airflow,Jenkins,CI\CD etc.,) will be your core focus. Your prime target will be to accelerate the AD product development by analyse FTs requriments and designing big data architectures , tasking the development of related big data applications and managing their deployment to a massive off-site data center BMW just developed in cooperation with a big Chinese Tech-Player. In order to achieve this target you will be exposed to a complex project environment involving both BMW internal and external partners. You will be working with are Docker, Openshift, Kubernetes, Grafana, SPARK etc. switch global environment to *****. Major Responsibilities: -Design, deployment and improvement of distributed, big data systems targeting automated driving applications; -Tasking the development and improvement of off-board backend big data applications and related communication protocols targeting automated driving use cases; -Management and structuring of requirements provided by BMW's AD development teams regarding the big data AD platform; -Steering of BMW China AD development teams and external cooperation partners (big Chinese Tech-Player) regarding data driven development; -Review, monitor and report the status of own project; -Support in the budget planning process for the organization unit; -Research, recommend, design and develop our Big Data Architecture. Ensures system, technical and product architectures are aligned with China data platfrom strategy; Qualifications: -Master/Bachelor’s degree in Computer Science,Electrical/Electronic Engineering, Information Technology or another related field or Equivalent; -Good communication skills, good language skills in English; German language skills optional and appreciated; -Rich experience in big data processing Hadoop/Spark ecosystem applications like Hadoop, Hive, Spark and Kafka preferred; -Solid programming skills, like Java, Scala or Python; -Rich experience in docker and Kubernetes; -Familiar with CI/CD tools, like Jenkins and Ansible; -Substantial knowledge and experience in software development and engineering in (distributed big data) cloud/ compute/ data lake/datacenter systems (MAPR,Openshift,docker etc.,) -Experience with scheduling tools is a plus, like Airflow and Oozie preferred; -Experience with AD data analysis e.g. Lidar, Radar, image/video data and CAN bus data. -Experience in building and maintaining data quality standards and processes; -Strong background working with Linux/UNIX environments; -Strong Shell/Perl/Ruby/Python scripting experience; -Experience with other NoSQL databases is a plus, like Elasticsearch and HBase preferred; -Solid communication skills with ability to communicate sophisticated technical concepts and align on decisions with global and China ***** partners; -Passion to stay on top of the latest happenings in the tech world and an attitude to discuss and bring those into play; -Must have strong hands-on experience in data warehouse ETL design and development, be able to build scalable and complex ETL pipelines for different source data with different format; -
30k-35k·15薪 经验1-3年 / 本科汽车丨出行 / 未融资 / 500-2000人BMW is driving the development of automated driving vehicles as one of its main areas of focus. At the core of such vehicles is software as the vehicle's "brain". The BMW Automated Driving Team, China, is part of the BMW automated driving software development network, and thus requires skillfull and versatile software engineers and project managers. Responsibilities: -Analysis of the defects of the Automated Driving (AD) and Advanced Driver Asistance System (ADAS) in every development cycle, to identify root causes and direction of fixes. -Construction and maintainance of the AD system effect-chain knowledge. -Development of toolings for the defects analysis. Trouble-shooting the effect-chain during the Integration of the vehicle onboard software into real testing vehicle and virtual testing facilitiy, to provide a testable system in every development iteration. Qualifications: -Master in Computer Science, SW Engineering or equivalent. -Substantial knowledge and experience in modern software development and engineering in embedded systems or backend systems with mainly C++, and partially Python. -Familiar with project lifecycles and software processes (both functional and non-functional requirement analysis, system design / architecture, implementation, configuration/build management, testing/integration, user acceptance testing, roll-out, maintenance). -Good understanding of software-/system architecture and system design. -Usage, deployment and improvement of distributed, big data systems targeting automated driving applications. -Good knowledge and experience in data analizing pipline/systems development and deployment with mainly spark, airflow, grafana, and influxDB. -Knowledge about vehicle bus network, sensor and other electronic systems in a vehicle. -Capable of working in a dynamic and challenging environment. Good communication skills, good language skills in Chinese and English (written and oral); German language skills optional and appreciated. -1-3 Years Software development experience. -1-3 Years Automated driving/ driver assistance/ Robotics experience.
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Assistant Manager QMT Interior
[北京·燕莎] 2023-04-2820k-30k·15薪 经验5-10年 / 本科汽车丨出行 / 未融资 / 500-2000人Key Objectives and Scope of the Position Responsible to assure product and process quality of supplied parts and support BBA and BMW AG Purchasing-, Development-, Quality- and Logistic Department on all Global Sourcing and ***** Content Activities in Asia related to parts quality, supplier quality management issues and ensure know how transfer and training to Quality Sr. Specialist. Major Responsibilities ·Supplier evaluation within the supplier selection process with the tools Supplier Pre Evaluation and Risk Assessment with the focus on product and process quality, quality management system and manufacturing technologies and documented in QMT Visit Report ·QMT Evaluation of qualifikation costs and definition of requiered measurements and aggreement with the supplier before supplier nomitation ·Steering and monitoring of QMT part for Global Sourcing and ***** Content Projects according to BMW Quality Processes and requierements (e.g. RGA), includes the steering of series tooling ·Lead and organize a Launchteam (coordinate the Logistic-, Purchasing and QMT activities), puts counter measurements in place and verify the in time implementation. ·Buy off of parts, tooling and checking devices at the supplier location during the build phases QMT part preparation and release of Process Series, ramp up curve and ISIR-Procedure (PPAP) ·Product and Process Audits at suppliers, Supplier Requalifications ·Follow-up of measurements and actions defined out of Process Series and Supplier Audits ·Analyse parts quality problems and coordinate the problem solving process ·Problem solving responsibility in the PQM process for topics releated to supplier production processes (Regelkreis 1und 2 in PEP / Regelkreis 2 in series phase) ·Evaluation of supplier performance in series production (LPKM) ·Initialization of escalation in case of series deviations in qualtity performance of suppliers ·Willing to take over responsibility in other technical areas and lead the problem solving Qualifications ·Master / Bachelor degree or equivalent with minimum 8 years BMW experience. ·Intense training and experience in quality methods. Excellent knowledge of QMT-Processes (Product and Process Development & Series Production). ·Experience in terms of supplier evaluation. ·Well-founded knowledge of industrial production processes, sound knowledge of process engineering and Process Development & Series Production). ·Founded and business fluent knowledge in English language, additional knowledge in Chinese or German language is a benefit. ·Intercultural competence, successful acting in intercultural teams. ·High flexibility and mobility, high stress tolerance. ·Willing to Travel ·Experience in sub-supplier management. ·Experience in a technical field at automotive OEM or supplier in Project phase before SOP and series productio -
Industrial Designer
[上海·北外滩] 2023-04-2825k-50k·13薪 经验5-10年 / 本科汽车丨出行 / 未融资 / 500-2000人Key Objectives and Scope of the Position The role demands expert knowledge and understanding of design principles, metrics, global alignment methods and techniques, production processes, market research, commercial awareness and leadership skills. Through balance of creative thinking and interpersonal skills, this person will demonstrate an ability to work with a cross-fertilized design team to successfully visualize concepts and translate them to feasible solutions; balancing innovative design, functional requirements and aesthetic appeal of products and services. Major Responsibilities • Provides the highest quality level of Industrial Design content by creating benchmarks in the field. • Applies high knowledge of Design to assignments of high complexity • Developing and communicating industry-leading creative concepts • Create project type/definition (new methods project specific) • Provides creative problem solving and analysis • Originates and develops ideas to design a product, an interface or a brand • Evaluates Industrial Design ideas based on factors such as appealing appearance, design-function relationships, serviceability, materials and method engineering, application, budget, price, production costs, methods of production, market characteristics, and client specifications • ntegrates findings and concepts and sketches design ideas • Contribute to the development of the Studio’s culture and quality standards • Leads and initiates working collaboratively with cross functional teams and disciplines and embraces a holistic, cross-industry design approach • Supports and/or executes strategic services such as contextual research, design strategy and design identity programs in collaboration with CC • Understands clients needs • Presents work to both the company and the client, discusses need for modification and change • Mentors and coaches team members on their way of creative development • May build simulated model, using hand and power tools and various materials, may prepare illustrations • Reads publications, attends showings, and consults with engineering, marketing, production, and sales representatives to establish design concepts • Involved in research and vendor liaison • Supports and maintains relevant system documents (Time Writer) and proactively suggests own and fellow designer utilization planning • Performs other duties as assigned. Qualifications • Bachelor’s Degree in Industrial Design or equivalent • Expert in most aspects of field • Proactively develops and improves technical knowledge and initiates integration of related disciplines / processes • Expert computer skills and 3D proficiency with surface and solid modeling software (Alias, Maya, Rhino, Adobe Creative Suite, RTT, Showcase, Bunkspeed, Hypershot, Maxwell, Image Studio) • Excellent understanding of the design process as well as principles to improve design quality • Excellent verbal and written communication skills • Some travel may be required • Excellent presentation skills • Role model in conceptual thinking, ability to innovate. • 7-10 years of Industrial Design or equivalent -
The incumbent must have in-depth understanding within every stage of the design process and apply innovative thinking, inspiration and leadership when directing cross-fertilized design teams or design leaders. As a liaison between clients, designers at various levels and the executive management, he/she must be confident with design deliverables of multiple projects integrating internal staff such as those from cross-disciplinary backgrounds and cross-studios as well as external creative partners. RESPONSIBILITY • Directing, leading and overseeing multiple design disciplines and directors to provide a superior quality level of creative output that meet or exceed the stated objectives. • Develop methods to promote, transfer and monitor cross-fertilization innovation and interdisciplinary design and creativity throughout the company. • Enable and develop techniques to integrate the collective input and to foster the distribution of ideas to the entire internal community. • As a member of Studio Management Team establish the cross-studio philosophy, standards and best practices for design quality and design leadership. • Create future direction of deign services and derive strategic plans to maintain and increase DW's design leadership position. • Develop metrics and systems to manage benchmarking goals and criteria. • Manage consistency and quality control across multiple design disciplines for the studio. • Direct and create design processes to ensure that a highest quality design deliverable is provided to each client. • Manage comprehensive design managers, direct reports, and team leaders to meet or exceed client and projects stated objectives. • Ensure collaboration with global and ***** leadership to maintain project quality in design deliverables. • Manage the creation and establishment of quality gates and milestones. • Oversee the implementation of cutting edge methods, standards and best practice. • Define success criteria for the development and conceptualization of innovative ideas, concepts and design solutions. • Provide creative problem solving and analysis to assigned projects. • Partner with Strategic Partnering, Creative Consulting, and the Studio Director with planning; scope, resourcesm budget, timing and deliverables. • Partner with the Global Collaboration and Knowledge Management Function to create training and development plans and transfer of process and procedure knowledge. • Contribute extensive knowledge of design & product development especially in the car design sector for the BMW Group. • Responsible for both project and account level profitability. • Oversee project teams and support staff. • Present work internally and to the client, discusses need for modification and change. • Excellent in client understanding and demonstrating our value proposition at CEO level. • Clearly communicates project targets, status and progress to management and the design teams. • Coordinate seamless communication with DW internally, third party clients, BMW Group partners, ED (all levels), and outside partners. QUALIFICATIONS • Strong leadership and transactional skills in international organizations. • Must be able to manage multicultural teams in an international work environment • Ability to foster design excellence, cross-disciplinary collaboration and to promote creativity. • Prior work experience and established personal network within the BMW Group is essential for success in this role. • Strong verbal and written communication as well as interpersonal skills in both English, German is preferred. • Ability to communicate and interact with executives and officials in a diverse community. • Passion for Design and Creative Thinking. • Conceptual thinking. • 5-7 years team leadership. • 10+ years professional experience in an executive position in the design division of a corporation or in a design leadership position in a design consulting firm or agency.
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职位职责: 日常实习:面向全体在校生,为符合岗位要求的同学提供为期3个月及以上的项目实践机会。 团队介绍:飞书是字节跳动旗下先进企业协作与管理平台,围绕目标、信息与人三个维度全方位助力组织升级。一站式整合即时沟通、日历、音视频会议、文档、云盘等办公协作套件,让组织和个人工作更高效更愉悦。飞书目前已服务包括互联网、信息技术、制造、建筑地产、教育、媒体在内等众多领域的先进企业。 1、负责飞书产品客户端、Web端、移动端或服务端产品的业务项目测试; 2、参与整个团队质量体系的搭建,包括但不限于:自动化测试、持续集成、各类专项测试等; 3、线上问题追踪及分析。 职位要求: 1、本科及以上学历在读,计算机相关专业优先; 2、最少掌握一门高级语言,掌握一门以上语言,包括Golang、Python、Java等; 3、了解常用客户端、服务端开发/测试工具,熟悉任意客户端/服务端自动化框架者优先; 4、对大模型感兴趣,并有一定使用经验者优先。
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职位职责: 1、负责保护公司电商平台的数据安全,防范和打击爬虫及其他恶意行为,研究和掌握最新的反爬虫技术,制定和实施有效的反爬虫策略; 2、深入了解上下游业务形态,可独立发起治理专项,快速定位问题并形成落地策略及效果评估闭环; 3、分析和调查电商平台上的异常流量和可疑活动,从海量设备、行为数据中发掘有价值的信息; 4、可协助进行建模工作,如特征分析、数据可视化呈现等,为团队决策提供数据支持; 5、与产品研发团队高效合作,优化技术架构和端上安全能力,建立端管云三位一体的反爬体系,量化防控效果,驱动反爬能力的不断提高。 职位要求: 1、计算机、信息安全、统计、数学等相关专业; 2、反爬相关经验,具备网络安全、数据保护和风险管理方面的专业知识,有电商经验者优先; 3、熟练掌握SQL、Python等编程语言,具有扎实的数据分析能力及学习能力; 4、深入了解常见的爬虫技术和工具,具有丰富的反爬虫经验,熟悉Web安全、网络协议、漏洞扫描等相关技术; 5、具有较强的问题解决能力,能够快速分析和处理安全事件,具备良好的团队合作精神和沟通能力。
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职位职责: 1、负责保护公司电商平台的数据安全,防范和打击爬虫及其他恶意行为,研究和掌握最新的反爬虫技术,制定和实施有效的反爬虫策略; 2、深入了解上下游业务形态,可独立发起治理专项,快速定位问题并形成落地策略及效果评估闭环; 3、分析和调查电商平台上的异常流量和可疑活动,从海量设备、行为数据中发掘有价值的信息; 4、可协助进行建模工作,如特征分析、数据可视化呈现等,为团队决策提供数据支持; 5、与产品研发团队高效合作,优化技术架构和端上安全能力,建立端管云三位一体的反爬体系,量化防控效果,驱动反爬能力的不断提高。 职位要求: 1、计算机、信息安全、统计、数学等相关专业; 2、反爬相关经验,具备网络安全、数据保护和风险管理方面的专业知识,有电商经验者优先; 3、熟练掌握SQL、Python等编程语言,具有扎实的数据分析能力及学习能力; 4、深入了解常见的爬虫技术和工具,具有丰富的反爬虫经验,熟悉Web安全、网络协议、漏洞扫描等相关技术; 5、具有较强的问题解决能力,能够快速分析和处理安全事件,具备良好的团队合作精神和沟通能力。
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职位职责: 1、制定区域KA增长解决方案:与团队共建并规模化输出区域大客户战略方案,包括:JBP框架、活动打法手册、联合投放模型、绩效增长方法论等,助力品牌在东南亚多市场实现可持续增长; 2、建设数据化客户运营工具:搭建并持续优化区域评分卡、诊断工具、产品对标及分析看板等数据驱动框架,提升区域业务规划与决策效率; 3、负责中国/国际FMCG品牌的业务增长:端到端负责重点品牌的GMV及广告增长,制定垂类策略,推动生态赋能、经营效率提升及多市场的长期成功; 4、促进跨市场及跨团队协作:通过结构化沟通机制与共享OKR,推动东南亚各市场团队、品牌总部及跨部门伙伴的高效协同,确保策略一致、执行顺畅; 5、输出行业洞察与业务建议:基于数据及市场洞察,为产品方案、营销解决方案、资源配置等关键决策提供可落地建议,加速平台及品牌增长,提升投入产出比; 6、参与区域B端营销活动策划与执行:配合区域团队推进大客户相关B端品牌营销或行业活动,提升TikTok Shop在行业端的认知度与影响力。 职位要求: 1、4年及以上电商平台、品牌电商、KA/商家管理或相关行业经验; 2、具备国际视野及东南亚市场兴趣,接受适度出差; 3、具备优秀的沟通能力、跨团队协作力与商务谈判能力; 4、数据分析能力强,熟悉业务指标、报告体系与预测模型; 5、能适应快速变化的跨文化环境,具备强执行力、责任心与问题解决能力。
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职位职责: 1、负责抖音电商耐消商品生态的治理优化,打造健康电商生态,持续改善消费者用户体验,完成治理目标; 2、基于用户在电商购物的需求洞察和量化分析,发现并定义影响消费体验的商品品质、假货关键问题持续完善平台商品刻画,并协同产品、模型、审核推进包括预警、处罚、处罚等标准处置方案的落地; 3、持续评估治理策略有效性、完善商品管理奖惩能力建设和治理策略改善提升,解决业务问题; 4、基于对商家经营的深入了解,设计有效的牵引激励机制,推动商家不断改善商品品质、宣传规范性等。 职位要求: 1、2年以上电商行业运营、策略、数据分析类经验优先; 2、熟悉用户需求的分析方法,能够洞察用户的购买决策逻辑,能够平衡用户需求和商家体验之间的关系制定持续提升用户体验的解决方案; 3、具备独立的数据分析能力,能熟练使用SQL; 4、有良好的资源协调和沟通能力,有跨部门多方密切配合的经验和意识,需要有协调多方资源,推落地,拿结果的实战经验。
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职位职责: 1、搭建Lemon 8的推荐问题发现体系,基于监控数据与画风快速识别分发结构和内容质量问题(如画风异常、相似内容密集、流量分配不均等),并结合用户洞察和数据分析进行论证与量化; 2、与推荐产品及算法团队协作,完成从问题发现、定义、策略制定到效果验证与迭代优化的全流程; 3、制定方向与目标,规划并优先化项目,推动跨部门合作与资源获取,确保优化策略落地并兼顾用户体验、业务增长和平台生态; 4、深入理解推荐机制、策略调度与算法原理,持续拓展问题发现体系的应用场景与价值产出; 5、输出分析报告与策略方案,利用数据验证结果,并沉淀为长期可复用的流程与工具。 职位要求: 1、本科及以上学历,3年以上运营、策略或增长相关经验;具备扎实的内容理解与分析能力,有内容策略、调度策略、推荐策略、商品推荐等运营经验者优先; 2、熟悉内容推荐流程及基本原理,具备从用户洞察到策略落地的闭环思维,并形成可落地的优化方案;能独立完成数据提取与分析(SQL/BI工具等)优先; 3、具备良好的沟通表达、多方协作与项目管理能力,能高效对齐目标、解决复杂问题并交付预期成果; 4、具备韧性,能够在多目标冲突中抓住重点,保持长期主义; 5、对海外短视频、社交或内容产品有深度使用习惯,了解平台生态与用户行为模式,有趋势洞察力与业务敏锐度; 6、良好的英文沟通及读写能力优先。
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职位职责: 1、搭建Lemon 8的推荐问题发现体系,基于监控数据与画风快速识别分发结构和内容质量问题(如画风异常、相似内容密集、流量分配不均等),并结合用户洞察和数据分析进行论证与量化; 2、与推荐产品及算法团队协作,完成从问题发现、定义、策略制定到效果验证与迭代优化的全流程; 3、制定方向与目标,规划并优先化项目,推动跨部门合作与资源获取,确保优化策略落地并兼顾用户体验、业务增长和平台生态; 4、深入理解推荐机制、策略调度与算法原理,持续拓展问题发现体系的应用场景与价值产出; 5、输出分析报告与策略方案,利用数据验证结果,并沉淀为长期可复用的流程与工具。 职位要求: 1、本科及以上学历,3年以上运营、策略或增长相关经验;具备扎实的内容理解与分析能力,有内容策略、调度策略、推荐策略、商品推荐等运营经验者优先; 2、熟悉内容推荐流程及基本原理,具备从用户洞察到策略落地的闭环思维,并形成可落地的优化方案;能独立完成数据提取与分析(SQL/BI工具等)优先; 3、具备良好的沟通表达、多方协作与项目管理能力,能高效对齐目标、解决复杂问题并交付预期成果; 4、具备韧性,能够在多目标冲突中抓住重点,保持长期主义; 5、对海外短视频、社交或内容产品有深度使用习惯,了解平台生态与用户行为模式,有趋势洞察力与业务敏锐度; 6、良好的英文沟通及读写能力优先。
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职位职责: 1、深入挖掘用户需求,洞察用户痛点,了解行业运营诉求,设计对用户长期价值和业务生态有收益的推荐策略; 2、与行业、技术等团队紧密合作,完成需求分析、方案设计,并推进推荐策略迭代、落地; 3、海外本地化策略迭代,能够针对不同国家用户需求制定相应优化策略; 4、需要通过数据驱动以及对用户的洞察,持续优化基础体验,保证产品体验的持续领先。 职位要求: 1、本科及以上学历,3年以上策略工作经验,具备良好的内容理解力,有生态策略、调度策略、推荐策略、商品推荐等策略产品经验者优先; 2、出色的沟通协作和项目管理能力,良好抗压能力;对内容生态有热情,能抓住重点解决复杂问题,长期主义; 3、有扎实的数据分析能力与优秀逻辑思维能力,可以基于客观数据做出合理判断; 4、良好的英文沟通及读写能力优先。
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职位职责: 1、深入挖掘用户需求,洞察用户痛点,了解行业运营诉求,设计对用户长期价值和业务生态有收益的推荐策略; 2、与行业、技术等团队紧密合作,完成需求分析、方案设计,并推进推荐策略迭代、落地; 3、海外本地化策略迭代,能够针对不同国家用户需求制定相应优化策略; 4、需要通过数据驱动以及对用户的洞察,持续优化基础体验,保证产品体验的持续领先。 职位要求: 1、本科及以上学历,3年以上策略工作经验,具备良好的内容理解力,有生态策略、调度策略、推荐策略、商品推荐等策略产品经验者优先; 2、出色的沟通协作和项目管理能力,良好抗压能力;对内容生态有热情,能抓住重点解决复杂问题,长期主义; 3、有扎实的数据分析能力与优秀逻辑思维能力,可以基于客观数据做出合理判断; 4、良好的英文沟通及读写能力优先。
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职位职责: 1、拉新/拉活:熟悉字节跳动系产品,能快速梳理清楚APP的潜客的活跃场景及需求,通过设计高效的拉新手段,实现APP下载量和新用户量的快速增长;通过端外推送、抖音信息流场景,针对老客设计触达策略,激活老客打开频次; 2、交易体验:为独立端内交易规模负责,针对不同品类下的决策特点,设计首页、商品详情的导购信息,通过简洁的提单流程,提升用户交易效率; 3、产品创新:精准把握目标市场(如年轻群体)的消费心理与趋势变化,驱动产品迭代与创新。 职位要求: 1、有交易型业务经验,包括商品导购、交易流程、营销等C端产品工作,有3-5年的产品工作经验(特别优秀可适当放宽条件),过往工作取得过显著的成绩; 2、对C端用户需求有敏锐的洞察,对于交互、视觉体验有个人高标准的要求,能产出高质量的原型图; 3、数据意识好,能够通过数据分析,挖掘问题及找到优化点,通过数据驱动产品增长; 4、有良好的沟通能力和负责人意识,和商品运营、策略运营等共同制定策略及产品落地,共同拿到结果。


