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】 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.

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，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, 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 - 具備LLM開發與應用的實務經驗 【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 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. - Practical experience with LLM. 【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】 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【維運服務工程師 Operation Service Engineer 】來加入我們的客戶服務團隊。這個職位的主要任務是確保客戶的問題與需求能被即時且有效地解決，提升客戶滿意度，並透過系統化流程與跨部門協作，推動產品與服務的持續改善。 【工作職責】 1. 協助客戶解決問題： - 快速解決客戶的問題以提升客戶的滿意度。 - 必要時需要出差到客戶現場解決相關問題。 2. 建立標準服務流程： - 蒐集並分析客戶問題並彙整相關報告。 - 建立標準異常排除流程。 - 建立客戶問題工單系統。 3. 建立知識庫： - 協助知識庫、FAQ、異常排除手冊的建立與優化，提升回覆客戶問題的速度。 4. 協助跨部門溝通： - 將客戶問題回饋給研發、產品開發或相關團隊，推動內部持續改善計畫。 - 了解客戶的需求並與相關部門溝通。 5. 定期提供改善報告： - 定期與主管報告客戶問題以及持續改善計畫。 【擅長工具】 -Linux, MS Windows, SQL -Network/firewall setting