轉職熱搜工作

職責要求 1. 依據不同遊戲類型，構建業務關鍵分析指標，建立和優化日常 BI 報表。 2. 針對重要數據專案，透過數據定義問題、分析關鍵指標，制定執行與優化策略並追蹤成效。 3. 負責新上市遊戲 End to End 數據解決方案，包含分析架構、數據埋點、數據建模、BI 分析報表建置，完成產品關鍵分析需求、提供跨產品數據洞見。 4. 以優化產品為導向對數據進行統計、挖掘， 依需求與 Data Scientist 及 Data Engineer 合作構建各種預測與自動化模型，輔助業務決策或優化商業效率。 5. 回應業務臨時數據查詢要求，分析相關數據。 任職資格 1. 熱愛遊戲、熟悉市場主流遊戲的核心玩法，生態系架構等。 2. 精通 SQL, 至少熟悉一種程式語言，例如 Python, R 等。 3. 熟悉 Power BI, Tableau 等可視化報表工具。 4. 掌握基本數據統計分析方法，具有數據挖掘經驗。 5. 對數據敏感度高，對數據分析工作有高度熱忱，有能力從數據歸納出關鍵行動。 6. 溝通能力強，具有很強的自我驅動力、快速學習能力。 7. 精通英文。

職責要求 •Work cross-functionally with domain experts, technical sales, and product owners to architect AI-based solutions in technical and industrial applications. •Determine project scope, deliverables, and success criteria, and ensure they are sufficient to address client challenges and consistent with their expectations. •Lead client interactions during technical engagement, including project meetings, technical reviews, and solution demonstrations. •Perform EDA or other data science analysis to scope unstructured problems or messy data for tractable insights •Skilled in breaking down problems, documenting problem statements and estimating efforts •Mentor junior engineers, perform code reviews and document design decisions •Create web services/APIs for serving ML/AI model results. •Collaborate with the development team and ML engineers to build state-of-the-art models, test and validate new algorithms and integrate the algorithms with the existing frontend and backend systems. •Review and finalize deliverables to ensure high quality content consistent with client and company expectations 任職資格 Qualifications and Skills •BS in Computer Science, Electrical Engineering or similar field •5+ years of experience with one modern language such as Java, C++, Python including object-oriented design. •5+ years of experience with machine learning tools and deep learning algorithms and techniques, including but not limited to: oPyTorch, TensorFlow, Keras oCNN, LSTM, RNN oScikit-learn, pandas, numpy oOptimization techniques and fine-tuning models •3+ years of experience contributing to the architecture and design (architecture, design patterns, reliability and scaling) of new and current systems. •Experience with MLOps and other production level implementation frameworks and pipelines •Able to work independently on problems and in highly collaborative team environments. •Experience with MLOps and other production level implementation frameworks and pipelines •Able to work independently on problems and in highly collaborative team environments. •Consulting, technical sales or solution architecture experience •Strong oral and verbal communication skills Preferred Requirements •Ph.D. or Master’s degree in a scientific or engineering domain •Experience of ML in Smart Manufacturing, Renewable Energy, Edge AI, Energy Storage, Grid Management, Semiconductor Manufacturing, or similar industries. •Research experience with high impact publications •Fluency with machine learning algorithms, such as CNN, RNN, reinforcement learning, support vector machines, and graph-based models •Experience with messaging systems, Docker, Kubernetes, Spark, EMR, and cloud platforms (AWS or Azure) •Team management and mentoring junior members •Experience with version control systems (e.g. Git flow) •Strong oral and verbal communication skills •Experience working with international cross-functional teams and/or customer facing work

職責要求 - Conduct data science techniques to solve business problem and fulfill clients‘ needs. - Analyze and visualize data to deliver insights to drive business optimization. - Cowork with data engineer to design data pipeline and infrastructure. - Research and study new methods to improve current data science strategy. 任職資格 - Excellent in data analyzing, mining, modeling, machine learning and AI algorithm - Proficient in programming languages of both R and Python - Strong critical thinking and problem-solving skills - Familiar with database mechanism - Solid statistical knowledge - 7年以上Data相關工作經驗

職責要求 1.3年以上數據科學經驗。 2.熟悉機器學習或深度學習相關演算法。 3.具備統計分析與建模能力。 4.精通相關tensorflow、Keras、Pytorch等框架(擇一)。 5.具備專案管理能力，跨部門合作經驗。 任職資格 1.英文精通 2.大學以上，理工科系

• 須熟悉python, 尤其是對pyspark操作有經驗 • 具備優化資料流和處理效率的專業知識，以及處理每日一億筆記錄的資料吞吐量的經驗 • AWS、GCP 等雲端平台的實務經驗 • 熟練開發強大的data pipeline，包括資料收集和 ETL（擷取、轉換、載入）流程 • 具備設計和實施資料平台各種元件的經驗，包括資料攝取、儲存、資料倉儲、資料編排 • 持續整合和持續部署（CI/CD）流程的經驗 • 熟悉 ML 相關知識 • 熟悉Python程式語言，以pyspark模組為主 • 熟悉Linux 系統操作 • 熟悉資料庫程式語言 SQL

職責要求 1.執行AI需求訪談、收集單位業務問題，並轉化為可分析的條件及狀態 2.規劃模型建置以判斷使用者行為、找出關鍵誘發因子 3.將業務單位需求或提案轉化為預測分析的建模專案，監控及優化模型成效 4.透過場景發想，設計模型與演算法 5.撰寫資料模型、資料應用解決方案設計等文件 6.評估及發展各種AI解決方案，並轉化成為微服務提供前台使用 任職資格 1.2年以上深度學習或機器學習軟體開發經驗(如：TensorFlow) 及程式語言 (如：Python, C/C++) 2.具備SQL/NoSQL相關經驗 3.具備大數據技術(如Hadoop、Spark、Solr/ES)相關知識經驗 4.有影像分析相關演算法研究及開發經驗. 5.能夠團隊合作，熱衷解決問題

職責要求 1. Responsible for the design, deployment, support, and continuous monitoring and alerting of manufacturing systems and network infrastructure 2. Drive scalable, highly available and performant service deployments for core functions on the line such as Active Directory, BitLocker, MySQL, Symmetric DS, AWS, and custom-built applications 3. Maintain all stations on the line: Troubleshooting, Break/Fix, Imaging and Replacement 4. Understand metrics for measuring success and performance of services to ensure service performance, scalability, stability and security for both existing and new service deployments. 5. Work closely with software and data engineering teams to ensure application environments and infrastructures are built and closely optimized for each other 6. Integrate security into all layers of the environment in order to protect sensitive data stored on systems at third party sites and in cloud environments 7. Ensure excellent support, stability and maximum uptime for manufacturing systems and network infrastructure across globally dispersed sites and cloud environments 8. Provide onsite support as assigned 9.Communicate timelines, service dependencies, resource constraints and progress with key stakeholders quickly and effectively 10.Domestic and International travel required: up to 20％. 任職資格 1. Bachelor’s degree in Technical degree 2. 5+ years of Linux and MySQL experience. (CentOS/Ubuntu). 3. 3+ years of scripting experience (Python, Docker, SNMP). 4. 3+ years of experience in configuration management (Chef, Puppet, SCCM). 5. Solid understanding of server hardware and sizing, hypervisor technologies (VMware ESX/ ESXi/ vSphere), and cross-platform integrations (i.e. heterogeneous operating system support) 6. Solid understanding of IDF server room design, requirements, operation 7. 3+ years of experience with networking principles, firewalls, load balancers 8. Basis English––-oral and written

職責要求 1.Participate in the design, implementation & optimization of large-scale distributed online AI services, including but not limited to recall engine, ranking engine, etc. 2.Collaborate with data scientists to develop and deploy machine learning training and inference pipeline. 3.Implement and optimize multiple application methods such as sample management, feature preprocessing, feature management, prediction, and vector based recall. 4.Ensure that systems perform reliably under the high load. This includes dealing with (but not limited to) online service, traffic scheduling, disaster tolerance, overload protection, degradation, resource management, efficiency tool implementation and many other infrastructures. 任職資格 1.Proficiency in C++/Java/golang/python programming 2.Solid basic knowledge of networking, operating systems, data structures. 3.Master NoSQL or SQL storage engine. 4.Experience in large-scale distributed system development is preferred 5.Experience with kubernetes and hadoop is preferred. 6.Familiarity with basic machine learning algorithms is preferred 7.擅長工具: C++、Java、Python、Go 8.工作技能 : Machine Learning、資料庫系統管理維護、資料庫程式設計、資料庫軟體應用

職責要求 1.推動與導入人工智慧/機器學習之應用於保險業務場景，提升服務效率及客戶體驗 2.大數據研究分析，引用數位科技技術（Hadoop/Spark/Mongo DB/AWS或GCP的Big Data與ML平台等），建立機器學習模型（Python/R或RapidMiner等） 3.協助評估No/Low Code Application Platform科技，推動數位轉型 任職資格 1. 擅長資料庫工具如Oracle、MSSQLServer等 2. 對MLOps有相關研究及實作經驗 3. 能使用雲端Platform建立ML模型 4. 能以Python進行資料處理

職責要求 - Oracle資料庫建置，規劃系統架構 - Linux 系統安裝建置及管理 - 資料庫備份管理、災難復原 - 資料庫性能優化 - 資料庫系統升級與遷移 - 與網路工程師合作設計系統架構, 包含AWS上的架構 - 與軟體工程師討論與設計資料架構 - 需配合值班 on call, 緊急狀況處理, 排除故障 任職資格 - 三年以上Oracle DBA經驗 - 能理解/調教各項Oracle參數 – 熟悉DB 相關 : Oracle RAC, Grid Infrastructure, Data Guard - Oracle 資料庫系統安裝建置 - 熟悉PL/SQL - 懂 shell script 撰寫 - Linux 安裝建置管理 - 良好的溝通能力 - OCP證照