Eunodata_御諾資訊股份有限公司

【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. - Practical experience with LLM. 【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 - 具備LLM開發與應用的實務經驗

【工作簡介】 - 我們正在尋找一位資深軟體開發工程師來開發可擴展的AI軟體解決方案。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完整應用程式開發週期。 - 作為進階軟體開發工程師，您將會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，解決複雜的程式和技術問題。 - 這個職位同時會依據實際的行為表現與個人意願，而獲得被培育成為團隊主管的機會。 【工作職責】 - 設計與開發高標準軟體程式、增進產品的品質與能力 - 探索和測試新技術，並提供可以提升現有技術棧的意見 - 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 - 主動帶領架構與程式碼討論，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 - 貫徹公司的文化與價值觀 - 學習並理解團隊運作流程，對管理與溝通任務具備熱忱 【要求條件】 - 具有三年以上的軟體產品開發經驗 - 具有三年以上的機器學習相關工作經驗 - 熟練掌握Java、Python、SQL等語言，並皆具備兩年以上相關實務開發經驗 - 熟悉機器學習的各項背景知識 - 熟悉supervised、unsupervised、reinforcement learning，並有足夠的實務經驗 - 熟悉如何分析與最佳化模型，並展現最佳解決方案 - 熟悉應用程式的前後端架構，並清楚了解高併發與非同步系統架構設計 - 熟悉RDBMS，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 - 熟悉數據科學與機器學習程式庫，例如Scikit-learn、TensorFlow、Keras、PyTorch等 - 熟悉git等版本控制系統，並對CI/CD有實務經驗 - 熟悉Docker系統與containerized programming - 可以使用中文以及英文溝通 【加分項目】 - 精通統計分析與數學知識 - 傑出的技術問題除錯和解決能力 - 優秀的人際構通能力，包含能有效在開發團隊與商業團隊間溝通 - 能快速且有效率地展示或視覺化討論議題，讓其他人能快速了解 - 具有三年以上資料同步、傳輸、轉儲等技術的實務經驗 - 熟悉AutoML 以及Edge AI架構設計與應用 - 熟悉神經網路模型與其原理 【Job brief】 - We are seeking an Senior Software Engineer to develop scalable AI software solutions. You will be a key role in the product development team, responsible from concept to deployment. - As an Advanced Software Engineer, you will collaborate with business and application development teams to define requirements and create documentation. You will resolve complex programming and technical issues and oversee critical development tasks. - This position offers the opportunity to be developed into a team manager based on the actual performance and personal willingness. 【Responsibilities】 - Design and develop high-standard software programs to improve product quality and capabilities. - Collaborate with various internal teams to develop innovative technologies. - Collaborate with product managers and management teams to follow task directions and meet task requirements. - Lead architecture and code discussions, working with the development team to solve problems and grow together. - Stay updated on new machine learning knowledge and share research findings with other team members. - Uphold the company's culture and values. - Learn and understand team workflows with a passion for management and communication. 【Required Skills and Qualifications】 - 3+ years of experience in commercial software product development. - 3+ years of experience working with machine learning-related projects. - Proficiency in programming languages such as Java, Python, and SQL, with 2+ years of practical development experience in each. - Strong background knowledge of machine learning. - Practical experience with supervised, unsupervised, and reinforcement learning. - Experience in analyzing and optimizing models to deliver optimal solutions. - Familiarity with both frontend and backend architectures and a solid understanding of high-concurrency and asynchronous systems design. - Knowledge of RDBMS, including data storage design and various database operations, with practical experience. - Practical experience with data science and machine learning libraries such as Scikit-learn, TensorFlow, Keras, PyTorch, etc. - Experience with Git and practical experience with CI/CD. - Familiarity with Docker and containerized programming. - Ability to communicate in both Chinese and English. 【Preferred Skills and Qualifications】 - Expertise in statistical analysis and mathematics. - Excellent problem-solving and debugging skills for complex technical issues. - Excellent interpersonal communication skills, including effective communication between development and business teams. - Ability to quickly and efficiently visualize or present issues for better understanding by others. - 3+ years of practical experience in data synchronization, transmission, and dump technologies. - Familiarity with AutoML and Edge AI architecture and applications. - Deep understanding of neural network models and principles.

【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【軟體開發工程師Software Developer】來參與構建和優化我們的生成式 AI 平台。 您將成為產品開發團隊中的一員，協助設計和開發 AI 代理，以實現使用者與 AI 模型之間的無縫互動，並確保與各種大型語言模型（LLM）的靈活整合，此外，您將開發與分析型 AI 解決方案的整合介面，以提升整體解決方案的決策能力與品質。作為一名軟體開發工程師，您需要具備軟體架構設計、API 開發及大型語言模型（LLM）整合的專業知識，專注於打造高效、可擴展且穩定的 AI 平台。未來，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，包括模型訓練、微調與優化等活動。 【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 -開發並優化 AI 代理，以實現與 LLM 及分析型 AI 解決方案的無縫互動 -設計並實作靈活的整合框架，以支援多種 LLM，確保平台的適應性與可擴展性 -與其他團隊成員合作，將分析型 AI 模型整合至平台，提供數據驅動的洞察 -測試軟體產品的品質和效能 -故障排除、調試和升級軟體 -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 to participate in the development and optimization of our generative AI platform. You will be part of the product development team, assisting in the design and development of an AI agent that enables seamless interaction between users and AI models while ensuring flexible integration with various large language models (LLMs). Additionally, you will develop integration interfaces for analytical AI solutions to enhance the decision-making capabilities and quality of the overall solution. -As a Software Developer in Eunodata, you should have expertise in software architecture design, API development, and LLM integration, with a focus on building an efficient, scalable, and stable AI platform. In the future, you will have the opportunity to contribute to system solutions for semiconductor manufacturing and implement the latest advancements in artificial intelligence and machine learning, including model training, fine-tuning, and optimization. 【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 and optimize the AI agent to facilitate seamless interactions with LLMs and analytical AI solutions -Design and implement flexible integration frameworks for multiple LLMs, ensuring adaptability and scalability -Collaborate with the other team members to integrate analytical AI models for data-driven insights -Test software quality and efficiency -Troubleshoot, debug and upgrade software -Write technical documentation

【工作簡介】 我們正在尋找一位 軟體測試工程師（Software QA Engineer），負責確保我們產品的高品質與穩定性，提供卓越的使用者體驗。作為測試流程中的核心成員，您將與專案負責人和開發團隊緊密合作，從測試計劃的制定到執行測試，完整參與產品的測試過程，並確保技術問題快速解決與開發進度一致。 【工作職責】 -與主管、軟體開發團隊和產品設計師密切合作，參與需求分析，確定並優化測試程序與策略。 -設計與管理測試環境與測試設備 -設計自動化測試，撰寫並維護測試計劃和測試案例，追蹤測試結果。 -執行功能測試、回歸測試、壓力測試、安全性測試，並記錄和分析結果，確保軟體功能符合產品規範。 -定期製作測試結果報告，並向相關部門提供反饋，推動產品改進。 -協助建立並優化持續集成和持續部署（CI/CD）流程 -主導測試流程的改進，提升團隊在缺陷預防和品質提升方面的能力。 -確保產品在上線後的穩定運行，並持續監控並回顧產品表現，提供改進建議。 【具備條件】 -擁有作為 QA/QC 工程師 或 軟體工程相關經驗。 -熟悉測試方法論及流程 -熟悉自動化測試工具（如 Selenium、Jest、Postman 等）及腳本語言（如 Python、JavaScript、shell）。 -熟悉持續集成/持續部署（CI/CD）流程及工具（如 Jenkins、GitLab CI）。 -優秀的問題分析能力與細節導向的思維模式。 -具備良好的溝通技巧與團隊合作能力。 -能夠快速學習新技術並適應快速變化的環境。 【Job brief】 We are seeking a Software QA Engineer responsible for ensuring the high quality and stability of our products, delivering an exceptional user experience. As a core member of the testing process, you will work closely with project managers and the development team, participating in the entire product testing lifecycle—from test planning to execution—ensuring technical issues are resolved promptly and align with development progress. 【Responsibilities】 -Collaborate closely with managers, software developers, and product designers to participate in requirement analysis and optimize testing processes and strategies. -Design and manage testing environments and testing equipment. -Design automated tests, write and maintain test plans and test cases, and track testing results. -Perform functional testing, regression testing, stress testing, and security testing while recording and analyzing results to ensure software functionality meets product specifications. -Regularly generate test result reports, provide feedback to relevant departments, and drive product improvements. -Assist in establishing and optimizing continuous integration and continuous deployment (CI/CD) processes. -Lead improvements in testing processes to enhance the team’s ability in defect prevention and quality assurance. -Ensure product stability post-launch, continuously monitor product performance, and provide recommendations for improvement. 【Required Skills and Qualifications】 -Experience as a QA/QC Engineer or in a related software engineering role. -Familiarity with testing methodologies and processes. -Proficiency with automated testing tools (e.g., Selenium, Jest, Postman) and scripting languages (e.g., Python, JavaScript, Shell). -Knowledge of CI/CD processes and tools (e.g., Jenkins, GitLab CI). -Strong problem analysis skills and detail-oriented thinking. -Excellent communication skills and a collaborative team player. -Ability to quickly learn new technologies and adapt to a fast-paced environment.

【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。 我們正在尋找一位【軟體開發工程師 Software Developer】來開發可擴展的軟體解決方案。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完整應用程式開發生命週期。 作為軟體開發人員，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】 - 設計與開發高標準軟體程式、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 - 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 - 維護公司內部資訊系統與改善開發環境 - 貫徹公司的文化與價值觀 【具備條件】 - 熟練Java、Python、SQL、JavaScript等程式語言，並有足夠的實務經驗 - 熟練Spring Boot框架與Java程式庫，並有足夠的實務經驗 - 熟悉應用程式的後端架構，並清楚了解高併發與非同步系統架構設計 - 熟悉RDBMS，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 - 清楚了解Web service各項互動原理與背景知識 - 熟悉git等版本控制系統，並對CI/CD有實務經驗 - 熟悉RESTful API、socket、message queue與RPC - 熟悉網路通訊架構與溝通協定 - 熟悉Docker系統與containerized programming - 熟悉Unix-like系統 - 可以使用中文以及英文溝通 【Job brief】 - We are looking for a Software Developer to produce scalable software solutions. You’ll be the major developer in the product development team that’s responsible for the full software development life cycle, from conception to deployment. - As a Software Developer, 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, code reviews, and solve complex coding problems. 【Responsibilities】 - Design and develop high-standard software programs to enhance product quality and capabilities. - Collaborate with internal teams to develop innovative technologies. - Work closely with product managers and management teams to follow task directions and meet requirements. - Establish automated integration systems and development processes. - Actively participate in architecture and code discussions, solving problems and growing with the development team. - Create effective automated tests, troubleshoot and debug, and thoroughly analyze issues. - Document product development and technical information. - Maintain internal information systems and improve the development environment. - Uphold the company's culture and values. 【Required Skills and Qualifications】 - Proficient in programming languages such as Java, Python, and SQL, with practical experience. - Skilled in the Spring Boot framework and Java libraries, with practical experience. - Proficient in backend architecture of applications with a clear understanding of high concurrency and asynchronous system design. - Experienced with RDBMS, including data storage design and various database operations, with practical experience. - Thorough understanding of web service interactions and background knowledge. - Familiar with version control systems such as Git, and experienced with CI/CD. - Proficient in RESTful APIs, sockets, message queues, and RPC. - Knowledgeable in network communication architecture and protocols. - Experienced with Docker systems and containerized programming. - Familiar with Unix-like systems. - Able to communicate in both Chinese and English.