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・與產品、風控、運營團隊協作，針對業務需求定義資料模型與監控指標・建置 ETL 流程，收集與清洗來自平台的行為數據（如下注記錄、轉碼、點擊行為）・開發與維護異常偵測模型（如洗碼對打、機器人行為、套利用戶）・利用機器學習或統計模型預測玩家留存、LTV、流失風險・設計風控策略，提升平台資金與行爲風險控制能力・定期產出分析報告，提出可行的產品或營運優化建議

🏢 公司介紹 我們的客戶是台灣最具規模與影響力的零售集團龍頭，積極拓展多元化的電商平台生態系。作為台灣零售業的標竿企業，該公司持續引領產業創新，近年積極推動全面數位轉型，整合線上線下（O2O）資源，打造台灣最大規模的全通路零售平台。 為什麼加入我們？ 產業領導地位：台灣零售業龍頭，擁有穩健發展基礎與龐大數據資產 數位轉型先鋒：目前正全力投入集團電商整合與數位化升級，是參與零售科技革命的絕佳時機 絕佳職涯發展：在數位經濟時代，您的專業能力將直接對數百萬消費者與企業營收產生顯著影響 【工作內容】 你將成為企業數據基礎架構的核心工程師，協助打造能支撐數百萬筆用戶行為與交易資料的即時數據平台： CDP 數據架構設計：規劃資料模型、整合多元來源，提升行銷科技自動化能力 即時與批次資料處理：使用 Kafka、Flink 建構流處理系統；以 Airflow 調度高效批次流程 數據湖與查詢效能：應用 Delta Lake、Snowflake 提升查詢速度與資料整合效率 資料品質與監控：導入 data observability，確保資料一致性與可追蹤性 跨部門合作與技術領導：與行銷、產品、資料科學團隊密切合作，支援 MLOps 與模型部署 資料合規與治理：設計符合 GDPR、CCPA 的資料管理機制，落實企業資料安全策略 【使用技術】 程式語言：Python / Java / Scala 即時處理：Apache Kafka、Apache Flink 批次處理與排程：Apache Airflow 數據平台：Snowflake、Delta Lake、BigQuery 雲端平台：AWS / GCP / Azure 其他：Databricks、Kubernetes、Docker、CI/CD、MLOps

🏢 公司介紹 我們的客戶是台灣最具規模與影響力的零售集團龍頭，積極拓展多元化的電商平台生態系。作為台灣零售業的標竿企業，該公司持續引領產業創新，近年積極推動全面數位轉型，整合線上線下（O2O）資源，打造台灣最大規模的全通路零售平台。 為什麼加入我們？ 產業領導地位：台灣零售業龍頭，擁有穩健發展基礎與龐大數據資產 數位轉型先鋒：目前正全力投入集團電商整合與數位化升級，是參與零售科技革命的絕佳時機 絕佳職涯發展：在數位經濟時代，您的專業能力將直接對數百萬消費者與企業營收產生顯著影響 工作內容介紹 領導團隊：帶領資料科學家與資料工程師團隊，訂定技術目標，打造以成長與創新為核心的團隊文化。 技術路線圖：規劃並執行資料科學與AI技術策略，導入機器學習平台與雲端資料解決方案，確保系統高效與可擴展。 跨部門協作：與工程、行銷與產品團隊合作，將業務需求轉化為數據驅動的解決方案，推動個人化推薦與預測分析專案。 資料合規：確保資料處理流程符合隱私與合規要求，建立安全且穩健的資料管線。 專案管理：監督資料蒐集、建模與部署流程，確保專案成果能有效落地並創造商業價值。 使用的技術 程式語言：Python、R、Java 雲端平台：AWS、Google Cloud Platform（BigQuery）、Azure（Redshift、Databricks） 大數據技術：Spark、Hadoop、Airflow、AWS Data Pipeline 機器學習框架：TensorFlow、PyTorch、MLflow、Kubeflow 容器與CI/CD：Kubernetes、Docker 其他：ETL/ELT流程、敏捷開發（Scrum/Kanban）、A/B測試、CDP與MarTech整合

OVERALL MISSION / PURPOSE Responsible for all mechanical related tasks in the TWN Mechanical Engg to support and provide deliverables throughout the design standardization, New Program Introduction (NPI) development as well as sustaining of Legacy models in accordance with customer requirements, regulatory standards and company quality policy. Aims are - satisfactory result of OTD ( On time Delivery) against the committed schedule, high quality, cost effective design, and customer satisfaction in multiple projects simultaneously as well as in good quality results. KEY RESULTS AREAS / DUTIES, RESPONSIBILITIES TIME SPENT ON THE DUTY 1. New Program Introduction (NPI) development - Responsible for supporting all mechanical related activities / deliverables in NPI development starting from Proto to PVT - Activities include, but not limit to, mechanical design, mechanical design verification tests, Reliability Engg (RE) test support, design review meeting, customer conference call, factory DFM review, factory build support…etc - Deliverables include, but not limit to, CRTM, test / design check report, Tolerance analysis report, thermal, acoustic, airflow test, design document for customer approval, info to Engineering Coordinator (EC) for BOM or document release, BOM for factory build, part design drawing, assembly drawing…etc 2. RFQ development - Support/provide deliverables to senior and/or Lead engineer/design team manager in RFQ development activities - Propose conceptual design packaging and mechanical design/thermal simulation to be included in technical proposal for customer - Estimated RFQ BOM/tooling cost for mechanical items in RFQ BOM costing 3. Sustaining engineering of Legacy model - Support/provide deliverables for all sustaining engineering for all Legacy model activities not limited to documentation changes and evaluations - Follow up customer / factory request of changes or solution for improving yield to mass production model - Prepare PCN documents for customer approval and following ECO for implementation 4. Technical Support/Interface - Cross-site team work on product design validation, sustaining quality improvement to achieve synergy in cooperate perspective JOB SPECIFICATION / COMPETENCY REQUIRED 1. Knowledge - Metal / Plastic parts design for power supply - Experience in sheet metal / plastic tooling manufacturing - Design for manufacturing - Knowledge in GDT 2. Skills - Proficiency in 3D modeling 2D CAD tool - Analytical and problem solving skills - Presentation skill in verbal (English and Mandarin) or document - Airflow/acoustic/thermal experiment 3. Abilities Behavior - Strong sense of responsibility - Self-motivated and innovative - Cross-functional team work

POSITION SUMMARY: Responsible for all mechanical related tasks in Mechanical engineering to support and provide deliverables throughout the design standardization, RFQ platform development, New Program Introduction (NPI) development in accordance with customer requirements, regulatory standards and company quality policy. Aims are - satisfactory result of OTD (On time Delivery) in the committed schedule, cost effective design, and customer satisfaction in multiple projects simultaneously as well as in good quality results. ESSENTIAL RESPONSIBILITIES: 1. New Program Introduction (NPI) development • Responsible for supporting all mechanical related activities / deliverables in NPI development starting from Proto to PVT. • Activities include, but not limit to, mechanical design, verification tests, reliability test support, design review meeting, customer conference call, factory DFM review, factory build support…etc • Deliverables include, but not limit to, test / design check report, tolerance analysis report, thermal simulation report, design document for customer approval, info to Engineering Coordinator (EC) for BOM or document release, BOM for factory build, part design drawing, assembly drawing…etc 2. RFQ Platform development • Support / provide deliverables in RFQ platform development activities. • Propose conceptual design packaging and mechanical design / thermal simulation to be included in technical proposal for customer. • Estimated RFQ BOM / tooling cost for mechanical items in RFQ BOM costing. • Support all mechanical related activities / deliverable in platform design development 3. Design standardization • In any chance possible, it needs to work / design with the approach that the material selected / design could be reused with the same IPN. It would be beneficial to shorten the development lead-time and cost effective. • Support / provide deliverables in standardization development. WORK ENVIRONMENT: Regularly work in Taiwan office and lab. Occasionally travel to Philippines factory or Customer site for on-site support. SKILLS: • Proficiency in CAD tools; Creo parametric / Solidworks for mechanical design • Proficiency in Mech. simulation tools; Creo Structural / Solidworks Structural • Good problem-solving skill • Good organized / planning for handling multiple projects and tasks • Good written / spoken mandarin / English and strong communication skill to handle communication with internal and external parties • Experience in thermal simulation tools; Flotherm / Flotherm XT / FloEFD / Ansys IcePak is plus EXPERIENCE: • Sheet metal / plastic parts design / heat sink / fan selection / simple mechanism design for high power supply and manufacturing • Design for manufacturing experience and able to use data to drive for design / decision • Experience in airflow / thermal management of power supply cooling is plus • Experience in Hyperscale projects is highly preferred