【Job brief】 - We are looking for a Machine Learning Engineer to produce scalable machine learning solutions. You’ll be the major developer in the product development team that’s responsible for the machine learning solution development life cycle, from conception to deployment. - As a Machine Learning Engineer, you will be a feature owner where you will engage with business and engineering stakeholders to define requirements, come up with architectural design and documentation, perform code reviews, and solve complex coding problems. 【Responsibilities】 - Design and develop high-standard machine learning services and applications to enhance product quality and capabilities. - Collaborate with various internal teams to develop innovative technologies. - Work with product managers and the management team to follow task directions and meet task requirements. - Establish automated integration systems and software development processes. - Actively participate in architecture and code discussions, solving problems, and growing with the development team. - Learn new machine learning knowledge and share research results with team members. - Build effective automated tests, troubleshoot and debug issues, and conduct thorough problem analysis. - Document product development and technical documentation. - Uphold the company's culture and values. 【Required Skills and Qualifications】 - Familiarity with background knowledge in machine learning. - Proficiency in analyzing and optimizing models, demonstrating SOTA solutions. - Experience with supervised learning, unsupervised learning, and reinforcement learning. - Knowledge of statistical analysis and linear algebra. - Proficiency in Python and SQL, with understanding of other languages such as R and Java. - Familiarity with data science and machine learning libraries, such as NumPy, Pandas, Scikit-learn, TensorFlow, Keras, PyTorch, etc. - Proficiency in data cleaning, preprocessing, and feature selection/extraction. - Understanding of how to design objective functions and the meaning of various evaluation metrics. - Proficiency in version control systems like Git. - Ability to communicate in both Chinese and English. 【Preferred Skills and Qualifications】 - Familiarity with time series data analysis and modeling. - Familiarity with AutoML and edge AI. - Proficiency in neural network models and their principles, with practical experience in transfer learning. - Practical experience with CI/CD. - Familiarity with RDBMS and NoSQL, including data storage design and various database operations, with practical experience. 【工作簡介】 - 我們正在尋找一位機器學習工程師來開發可擴展的機器學習解決方案。您將成為產品開發團隊中的主要開發人員，負責從構思到部署的機器學習解決方案開發生命週期。 - 作為機器學習工程師，您將成為功能主要開發者，與業務和應用程式開發團隊合作定義需求，設計架構並編寫文件，進行code review，解決複雜的編碼和技術問題。 【工作職責】 - 設計與開發高標準的機器學習服務與應用程式、增進產品的品質與能力 - 與公司內部各團隊合作，一同發展創新技術 - 配合產品經理和管理團隊，遵循任務的方向及滿足任務的需求 - 建立自動化整合系統與程式開發流程 - 積極參與架構與程式碼討論，和開發團隊一起解決問題與成長 - 學習機器學習新知，並與團隊夥伴共享學習研究成果 - 建立有效的自動化測試，排除故障與錯誤，並能徹底分析問題 - 記錄產品開發與技術文件 - 貫徹公司的文化與價值觀 【具備條件】 - 熟悉機器學習的各項背景知識 - 熟悉如何分析與最佳化模型，並展現SOTA解決方案 - 熟悉supervised learning、unsupervised learning、reinforcement learning，並有足夠的實務經驗 - 熟悉統計分析與線性代數知識 - 熟悉數據清洗、前處理，與特徵選擇、提取 - 熟悉如何設計目標函數與各項評估指標所代表的意義 - 熟練掌握Python和SQL，並了解R、Java等語言 - 熟悉數據科學與機器學習程式庫，例如NumPy、Pandas、Scikit-learn、TensorFlow、Keras、PyTorch等 - 熟悉git等版本控制系統 - 可以使用中文以及英文溝通 【加分項目】 - 熟悉時間序列資料分析與模型 - 熟悉AutoML 以及Edge AI - 熟悉神經網路模型與其原理，並有transfer learning實務經驗 - 具備CI/CD的實務經驗 - 熟悉RDBMS與NoSQL，包含資料儲存設計與各種資料庫操作，並有足夠的實務經驗

【Job brief】 -We are looking for a Front-End Developer to develop scalable and visually appealing software interfaces and solutions. You will be a key member of the product development team, responsible for the front-end software development lifecycle from conception to deployment. -As a Front-End Developer, you should be familiar with front-end development languages, frameworks, and third-party libraries. You will collaborate with the business and application development teams to define requirements, design architecture, write documentation, conduct code reviews, and resolve complex development and technical issues. 【Responsibilities】 -Collaborate with product managers, management team, and designers to follow task directions and meet task requirements, and identify feasible solutions -Work with various internal teams to develop innovative technologies -Work with customers to improve product user experience -Design and implement front-end architecture -Build front-end applications using visual user interfaces and effective APIs -Ensure the technical feasibility of UI/UX designs -Optimize applications for high performance and scalability -Test software for quality and efficiency -Troubleshoot, debug, and upgrade software -Write technical documentation 【Required Skills and Qualifications】 -Proficient in JavaScript, TypeScript, HTML, and CSS -Experience with Angular framework is preferred -Experience with other front-end frameworks (such as React or Vue.js) and a willingness to learn and use Angular -Familiarity with front-end build tools and development processes (e.g., Angular CLI) -Understanding of web performance optimization -Familiarity with version control systems (e.g., Git) -Good teamwork and communication skills 【Preferred Skills and Qualifications】 -Practical experience using Angular in large projects -Familiarity with front-end toolchains (e.g., Webpack, NPM) -Experience with UX/UI design principles -Understanding of testing frameworks (e.g., Jasmine, Karma) -Understanding of Agile development methodologies -Familiarity with React and Next.js -Familiarity with large databases (e.g., PostgreSQL, SQL Server, Oracle) and server-side technologies -Knowledge of the semiconductor manufacturing industry 【工作簡介】 -我們正在尋找一名前端開發工程師，負責開發可擴展且具視覺吸引力的軟體介面與解決方案。您將是產品開發團隊中的關鍵成員，負責從構思到部署的前端軟體開發生命週期。 -作為前端開發工程師，您應該熟悉前端開發語言、開發框架和第三方程式庫，與業務和應用程式開發團隊合作定義需求，設計架構並編寫文件，進行code review，解決複雜的開發和技術問題。 【工作職責】 -配合產品經理、管理團隊與設計師，遵循任務的方向及滿足任務的需求，並找出可行的解決方案 -與公司內部各團隊合作，一同發展創新技術 -與客戶合作，改進產品使用體驗 -設計並實現前端架構 -使用可視化的用戶界面和有效的 API 構建前端應用程式 -確保 UI/UX 設計的技術可行性 -優化應用程式以實現良好效能和可擴展性 -測試軟體的品質與效率 -排除故障、調整和升級軟體 -撰寫技術文件 【具備條件】 -熟練掌握 JavaScript、TypeScript、HTML 和 CSS -有使用 Angular 框架的經驗者優先考慮 -具備其他前端框架（如 React 或 Vue.js）經驗，並有意願學習和使用 Angular開發 -熟悉前端構建工具和開發流程 (例如：Angular CLI) -了解網頁性能優化 -熟悉版本控制系統（例如：Git） -良好的團隊合作能力和溝通技巧 【加分項目】 -具備大型專案中使用Angular之實務經驗 -熟悉前端工具鏈（如 Webpack、NPM） -具備 UX/UI 設計原則的經驗 -了解測試框架（例如：Jasmine、Karma） -了解敏捷開發方法論 -熟悉 React 和 Next.js -熟悉大型資料庫（例如：PostgreSQL、SQL Server、Oracle）和服務端技術 -擁有半導體製造領域的知識

工作簡介 御諾資訊是一家專注於半導體製造的機台數據治理、人工智慧和機器學習及數據交換平台的大數據服務公司。我們正在招募【軟體開發工讀生】來加速開發進行中的系統解決方案。 您將成為產品開發團隊中的一員，協助主要開發人員執行整個軟體產品開發過程的各步驟。作為一名軟體開發工讀生，您有機會參與系統解決方案在半導體製造的應用，並實作人工智慧和機器學習的最新技術。 工作職掌 -與開發團隊和產品經理一起找出可行的解決方案 -與我們的客戶一起改進產品功能以滿足他們的要求 -使用後端框架開發相關服務及 API -測試軟體產品的品質和效能 -故障排除、調試和升級軟件 -編寫技術文件 Job brief -Eunodata is an integrated big data service company focused on manufacturing equipment data governance, AI & ML in an advanced data exchange platform for semiconductor & high-tech manufacturing and their supply chains. We are looking for a Software Developer Intern to accelerate the development of our scalable software solutions. You will be part of our product development team that's responsible for the full software development life cycle. -As a Software Developer Intern in Eunodata, you will be able to participate the implementation of software solutions to semiconductor industry, as well as practice the leading-edge technology of Artificial Intelligence and Machine Learning. Responsibilities -Work with development teams and product managers to find out feasible solutions -Work with our customers to improve product to meet their requirements -Develop back-end services with effective APIs by framework -Test software quality and efficiency -Troubleshoot, debug and upgrade software -Write technical documentation