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建構與優化機器學習模型: 運用多維度運動數據（如賽事數據、球員表現），開發球員薪資計算、表現預測等核心模型，並持續進行優化。 支援產品與行銷決策: 深入分析用戶行為與市場趨勢，提供數據洞察，協助產品團隊優化功能、支援行銷團隊制定精準策略。 整合生成式 AI 應用: 導入並開發生成式 AI 功能，例如自動化產出運動新聞與球員動態，豐富產品內容。 提升內部數據工作流程效率: 運用 AI 技術優化資料處理、分析與建模的流程，提升團隊整體開發效率。

1. 前端開發與維運: Vue 3 + Vite / Nuxt 3。2. API 串接與文件: 與後端訂規格，撰寫維護串接文件，實作 Restful API。3. 架構與元件化: Composition API、Pinia、設計系統與可重用元件庫。4. 除錯與效能: RWD 跨瀏覽器相容、Core Web Vitals、資源/圖片最佳化與CDN。

職務說明1.建構基於React Native框架為基礎的iOS 與 Android APP2. 熟悉iOS與Android平台特性，並對design guideline 有基本了解3. 熟悉Git版本管理工具4. 熟悉RESTful API串接，能整合後端服務於APP應用中5. 熟悉MVC與MVVM架構6.根據產品需求完成架構設計及程式撰寫。7.新技術及模組調研及運用，優化開發及工作流程。8. 維護現有產品的問題修改及版本更新。

Stellar Cyber is a fast-growing Cybersecurity company focused on delivering holistic cyberattack protection to organizations while significantly reducing total costs of ownership with its innovative Open XDR (eXtended Detection and Response) platform based on advanced ML and security technologies. Stellar Cyber has been recognized by Gartner as one of the leading XDR players. To accelerate our growth, we are seeking a talented Senior/ Staff Backend Engineer with startup passion, a can-do attitude, and a desire to make an impact, while building a future for themselves and Stellar Cyber. If you are excited to be part of a very fast-growing team with lots of opportunities, Stellar Cyber is a great place to grow your career.Responsibilities:Design, architect, and implement scalable, secure, and maintainable API integration frameworks to support various protocols, including RESTful API, GraphQL, and Stream API.Contribute to Stellar Cyber's no-code security automation projects, integrating APIs within a no-code workflow framework.Collaborate with internal teams to gather requirements, ensure seamless integration, and troubleshoot complex API issues.Drive best practices and maintain continuous integration and testing within the CI/CD pipeline.Requirements: Bachelor’s degree in Computer Science, Engineering, or a related field; Master’s degree or certifications are a plus.5+ years of experience in backend technologies, preferably with a focus on cybersecurity solutions.Typescript is a mustExpertise in Typescript and Python with strong engineering and coding skills.Familiarity with Cloud platforms and containers (Kubernetes, Docker), experience with AWS, Azure, GCP, or OCI is a plus.Hands-on experience with API integration tools and frameworks (e.g., Postman, Swagger, Apigee).Solid understanding of API security best practices (OAuth, API keys, rate limiting).Experience designing and developing distributed systems, microservices, and scalable software.Strong analytical, problem-solving, and communication skills.Proven ability to manage multiple projects and work in cross-functional teams.Startup experience is a plus.

🚀 我們正在協助一家專注於 智慧製造與工程設計數位化解決方案 的新創團隊招募 Full Stack Engineer。團隊致力於運用 AI 技術優化工程設計流程與產業效率，產品已實際導入製造場域並持續拓展應用場景。 ✨此職位將依候選人技術背景，彈性分配前後端開發比例，並參與團隊技術選型、規劃、到實作落地的完整流程。 【Responsibilities】 參與產品功能規劃與技術方案討論 開發與維護核心產品與新功能模組 撰寫高可維護性與可擴展性的程式碼 設計與開發 RESTful API，支援前端與第三方系統整合 開發資料分析工具或內部營運輔助系統 優化資料庫架構與資料存取效能 監控系統效能並持續優化服務穩定度與回應速度

（國際級科技集團｜雲端平台核心團隊 × Backend / Cloud System） 公司介紹 我們的客戶為全球知名科技品牌旗下的 雲端與平台事業單位，長期負責企業級與消費性產品背後的雲端服務與核心系統。 相關平台已實際支援多條產品線與國際市場，系統強調 穩定性、安全性與長期可維運性，並持續因應產品規模與使用情境進行架構優化。 團隊屬於集團內部的關鍵技術單位，後端工程師能深度參與 雲端服務設計、核心系統演進與平台化建設，在大型組織中保有清楚的技術角色與發展路徑，適合希望兼顧 穩定度與技術深度 的資深後端人才。 工作內容 參與雲端平台與核心後端系統的設計、開發與維護 開發與優化支援產品與服務的後端 API 與系統模組 與 Cloud / Infra / Product 等團隊協作，解決實際系統與服務層問題 持續改善系統穩定性、效能表現與可維運性 於資深或 Staff 層級，能在專案中擔任技術關鍵角色，參與設計討論與技術決策 使用的技術 Backend Development：Go / Java / Node.js（依團隊與系統） RESTful API、Service-oriented / Platform Architecture Linux Server Environment Database（RDBMS / NoSQL）設計與系統優化 CI/CD、Version Control、Monitoring / Debugging tools 具 Cloud Platform 或大型系統經驗者

職缺名稱：AI 後端工程師（AI Backend Engineer） 職缺描述 在 NexRetail 擔任 後端工程師，你將與工程師、數據科學家、產品經理緊密合作，共同開發 CRM 分析平台、AI生成技術，透過 AI 影像辨識、數據分析與機器學習，協助零售業者提升 人流管理、消費行為分析、精準行銷與營運決策。 我們的CRM 分析平台 主要應用於 智慧零售、商場、機場、戶外廣告（OOH）等場域，並已獲 日本 KDDI、JcDecaux 等國際企業採用。我們正在擴展全球市場，專注於 高效能後端架構、即時數據處理與 AI 模型服務化，如果你熱愛技術，並希望在 AI + 零售 領域發揮影響力，這將是你最佳的舞台！ 🚀 你將參與以下核心產品開發 🔹CRM 分析平台 – 建構高效能後端架構，處理大規模 AI 影像辨識數據🔹 數據處理與 API 開發 – 設計並實作高效能 API，支援前端應用與 AI 服務🔹 AI 模型部署與優化 – 使用 PyTorch、FastApi、Django 進行 AI 模型推論與加速🔹 雲端與邊緣運算部署 – 優化 AI 影像辨識、語音處理、LLM 的後端架構 💡 關於 NexRetail 研發團隊 我們不只是工程團隊，而是 智慧零售技術的領導者！✅ 數據驅動決策，將 AI 與大數據技術應用於智慧零售領域✅ 技術創新導向，整合 電腦視覺、AI LLM、數據分析 等技術✅ 國際合作機會，可參與 Nvidia GTC、CES、VivaTech 等全球頂尖科技會議 我們重視開放交流，鼓勵創新與學習，在這裡你將與頂尖 AI 專家、數據科學家、工程師合作，共同打造智慧零售的未來！ 📌 擔任這個職位，你會…… 設計並開發 高效能後端 API，支援 AI 模型推論與數據處理建構 影像辨識與行為分析 後端架構，處理大規模即時數據優化 AI 模型（PyTorch, ONNX）推論效率，提升邊緣運算與雲端部署效能負責 Django / FastApiWeb 服務開發，設計 RESTful / GraphQL API整合 資料庫（PostgreSQL, MongoDB, Redis），確保系統高效運行參與 系統架構設計與效能優化，提升後端擴展性與穩定性 🔧 技術棧（Tech Stack） 後端框架：Django、FastAPIAI / 機器學習：PyTorch、ONNX、TensorRT資料庫：PostgreSQL、MongoDB、RedisAPI 技術：RESTful API、GraphQL、gRPC雲端與容器：Docker、Kubernetes、AWS / GCP / Azure數據處理：Celery、RabbitMQ、KafkaDevOps CI/CD：GitLab CI/CD、Terraform、Ansible

Mô tả công việcTham gia phát triển các module chức năng theo yêu cầu dự án dưới sự hướng dẫn của Senior/Leader. Viết mã nguồn chất lượng, dễ đọc, tuân thủ coding convention và quy trình phát triển phần mềm của công ty. Hỗ trợ fix bug, tối ưu hiệu năng và đảm bảo hệ thống hoạt động ổn định. Thực hiện unit test cơ bản và phối hợp cùng QA trong quá trình kiểm thử. Phân tích yêu cầu nghiệp vụ đơn giản và đề xuất giải pháp kỹ thuật phù hợp. Tham gia code review nội bộ và học hỏi từ các phản hồi kỹ thuật. Cập nhật tiến độ công việc thường xuyên, chủ động trao đổi khi gặp khó khăn. Hỗ trợ triển khai hệ thống, vận hành và xử lý sự cố kỹ thuật khi được phân công. Tìm hiểu công nghệ mới, nâng cao kỹ năng chuyên môn để phục vụ dự án.Yêu cầu công việcTốt nghiệp Đại học/Cao đẳng chuyên ngành Công nghệ thông tin hoặc liên quan. Có kiến thức nền tảng về lập trình hướng đối tượng (OOP), cấu trúc dữ liệu giải thuật. Hiểu biết cơ bản về REST API, SQL, Git. Có tư duy logic tốt, khả năng tự học và giải quyết vấn đề. Làm việc cẩn thận, có trách nhiệm và có tinh thần cầu tiến. Kỹ năng giao tiếp và làm việc nhóm tốt. Ưu tiên ứng viên đã có kinh nghiệm thực tập hoặc làm dự án thực tế. Có khả năng đọc hiểu tài liệu kỹ thuật tiếng Anh.

Logitech is the Sweet Spot for people who want their actions to have a positive global impact while having the flexibility to do it in their own way.Logitech is the Sweet Spot for people who want their actions to have a positive global impact while having the flexibility to do it in their own way.Your Contribution:Be Yourself. Be Open. Stay Hungry and Humble. Collaborate. Challenge. Decide and just Do. Share our passion for Equality and the Environment. These are the behaviors and values you’ll need for success at Logitech. In this role you will:Create test plans to validate android based device platform firmware/software for our video conference system.Design automated test cases according to the test coverage outlined by test plansContribute to test entry/exit criterias and quality targets per milestonesDevelop android test application/packages for api functional and stress test automationDevelop python test script for ui/system functional and stress test automationDevelop shell/python script for test process automation, test data processing and reportingDesign and implement test setup for automated peripherals interaction includes but not limited to HDMI, USB, Power adaptor, or HW keys Onboarding automated tests to CI/CD flow and ensure automated tests coverage per test cycleExecute automated test suites which requires manual test preconditionsTriage test results/failures from automated test run and report bugsWriting test reports and executive summary for software quality review Key Qualifications:For consideration, you must bring the following minimum skills and experiences to our team:Computer Science/Electronic Engineering backgroundQuality assurance experience in consumer electronics or operating systemsDeep understanding of software quality assurance methodologies with hands on experience in setting up software quality targets and/or criteriaFamiliar with creating test plans for complex video/conference/communication products with embedded operating systems (Android preferred)Familiar with junit test in android and hands on experience in test case development in services/AIDL, uiautomation and usage of services managersFamiliar with adb shell commands includes but not limited to dumpsys, services, am, etcFamiliar with Google GMS certification test suites and hands on experience in executionFamiliar with python and hands on experience with constructing module/class and USB serial devices control (e.g USB relay boards)Fluence in windows and mac/linux operating system, and familiar with batch/bash shell scriptingFamiliar with Json/xml data structure for data storage and exchangeFamiliar with software management tools likes GitHub/Git, JIRA, etc Familiar with web frontend/backend development, REST API, Google GSuite APIKnowledge of raspberry Pi, arduino or microcontroller application in test automation#LI-KS1/104Across Logitech we empower collaboration and foster play. We help teams collaborate/learn from anywhere, without compromising on productivity or continuity so it should be no surprise that most of our jobs are open to work from home from most locations. Our hybrid work model allows some employees to work remotely while others work on-premises. Within this structure, you may have teams or departments split between working remotely and working in-house.Logitech is an amazing place to work because it is full of authentic people who are inclusive by nature as well as by design. Being a global company, we value our diversity and celebrate all our differences. Don’t meet every single requirement? Not a problem. If you feel you are the right candidate for the opportunity, we strongly recommend that you apply. We want to meet you!We offer comprehensive and competitive benefits packages and working environments that are designed to be flexible and help you to care for yourself and your loved ones, now and in the future. We believe that good health means more than getting medical care when you need it. Logitech supports a culture that encourages individuals to achieve good physical, financial, emotional, intellectual and social wellbeing so we all can create, achieve and enjoy more and support our families. We can’t wait to tell you more about them being that there are too many to list here and they vary based on location.All qualified applicants will receive consideration for employment without regard to race, sex, age, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.If you require an accommodation to complete any part of the application process, are limited in the ability, are unable to access or use this online application process and need an alternative method for applying, you may contact us toll free at 1-510-713-4866 for assistance and we will get back to you as soon as possible.

Logitech is the Sweet Spot for people who want their actions to have a positive global impact while having the flexibility to do it in their own way.Logitech is the world’s leading provider of personal peripherals that connect people in a natural, intuitive way to the digital experiences they care about.  Our product design group strives to develop products with a powerful blend of artistic design, surprising science, and innovation driven by consumer insight.  Focused on innovation and quality, we want to change the way people use our peripherals by offering a more comfortable, fun, productive, convenient, delightful and seamless experience with the digital world!A fundamental part of our strategy is having desirable and powerful devices that enable the experiences people want. Our Creativity, Productivity and Gaming Engineering group is actively looking for a talented Software Engineer to work on our next generation software.  You will be a critical member of a team that includes software, design and validation. You will be responsible for optimizing core aspects of the software that are critical to product design and experience.Your ContributionDesign and development of NodeJs ServicesDesign and development AWS servicesDevelop reusable UI components and containers using React, NextJs, CSS / SCSS.Consume REST API to populate the data.Strong sense of ownership and commitment to writing understandable, maintainable, and reusable software.You will ensure requirements comply with product goals and desired user experience.Required Skill setsStrong CS fundamentals - algorithms, data structures, and systems design.8 years of strong full-stack software development experience in NodeJs, JavaScript / Typescript,  React, HTML5 and CSS / SCSS.6 years of experience in AWS services (Lambda, S3 and CloudFront etc). Experience with NextJs is a big plus.Experience with test driven development is a big plus.Define, develop and enforce automation testing standards and best practicesReport testing and automation impact, value, and improvement to stakeholdersUsage of tools like JIRA/Git/GitLab/GitHub etc.Logitech is the sweet spot for people who are passionate about products, making a mark, and having fun doing it. As a company, we’re small and flexible enough for every person to take initiative and make things happen. But we’re big enough in our portfolio, and reach for those actions to have a global impact. That’s a pretty sweet spot to be in and we’re always striving to keep it that way.Across Logitech we empower collaboration and foster play. We help teams collaborate/learn from anywhere, without compromising on productivity or continuity so it should be no surprise that most of our jobs are open to work from home from most locations. Our hybrid work model allows some employees to work remotely while others work on-premises. Within this structure, you may have teams or departments split between working remotely and working in-house.Logitech is an amazing place to work because it is full of authentic people who are inclusive by nature as well as by design. Being a global company, we value our diversity and celebrate all our differences. Don’t meet every single requirement? Not a problem. If you feel you are the right candidate for the opportunity, we strongly recommend that you apply. We want to meet you!We offer comprehensive and competitive benefits packages and working environments that are designed to be flexible and help you to care for yourself and your loved ones, now and in the future. We believe that good health means more than getting medical care when you need it. Logitech supports a culture that encourages individuals to achieve good physical, financial, emotional, intellectual and social wellbeing so we all can create, achieve and enjoy more and support our families. We can’t wait to tell you more about them being that there are too many to list here and they vary based on location.All qualified applicants will receive consideration for employment without regard to race, sex, age, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.If you require an accommodation to complete any part of the application process, are limited in the ability, are unable to access or use this online application process and need an alternative method for applying, you may contact us toll free at 1-510-713-4866 for assistance and we will get back to you as soon as possible.