岗位职责： 1、构建基于 LangChain、Langchain-Chatchat、RAG 等技术的智能应用系统，实现知识问答、智能体（Agent）等功能。 2、大模型应用开发与集成 * 开发智能agent, 负责将LLM集成落地到具体业务场景 * 优化RAG框架, 如工作流, 提示词工程, MCP工具调用 3、模型微调与优化 * 参与大模型的调优工作，包括参数调整、指令微调（SFT）、偏好对齐（RLHF）及量化剪枝，提升模型性能和资源效率 * 使用LoRA、QLoRA等轻量化微调技术，结合业务需求优化模型输出 * 对训练数据实现清洗和预处理 岗位要求： 1、大学本科以上学历, 至少2年以上RAG开发、模型微调经验 2、熟悉PyTorch/TensorFlow框架, 熟悉主流大模型架构（Transformer、MoE等）。 3、技术基础 熟练掌握 Python，了解 FastAPI/Flask等框架开发高性能的模型服务接口，并与前端或其他系统进行集成。 4、熟悉 RAG 技术原理，完成过 LangChain/LlamaIndex 项目； 5、掌握基础 Prompt 优化技巧（如模板设计、参数调整），了解大模型 Function Calling 机制，能阅读并理解相关代码示例； 6、掌握 Pandas/SQL 数据处理基础，能完成简单的数据分析任务。 薪资待遇 - 待遇从优，根据面试情况面谈（后期优异者可考虑股权激励） 【福利待遇】 1.工作时间: 大小周 上班时间:9:00-18:00 可弹性打卡1小时 中午有2小时休息时间。 2.五险一金，享受国家法定节假日假期。 3.带薪年假:入职满一年享有相应天数的带薪年假。 4.2-3个月一次团建活动。 5.下午茶供应 6.公司成员以90后为主，氛围轻松和谐，扁平化管理，领导超Nice。 【更多信息】 公司在一号线西乡地铁站B口，出站即到。

【岗位职责】 1. 根据应用功能、特性及用户需求，撰写高质量的中文教程文档，确保内容逻辑清晰，帮助用户快速上手和高效使用产品。 2. 制作高质量中文教程视频，包括脚本撰写、录屏、剪辑等，与文档形成配套的学习资源，提升用户学习体验。 3. 根据不同需求和传播场景，将技术内容高效转化为文档、教程、案例、视频等形式，最大化内容价值和影响力。 4. 收集用户反馈，分析教程文档和视频的使用情况，持续优化内容并完善学习路径。 5. 与产品和研发团队协作，深入理解产品功能及应用场景，将复杂的技术内容转化为通俗易懂的教程，支持产品推广和用户教育。 【岗位要求】 1. 具备优秀的中文写作能力，能够快速产出逻辑清晰、语言简洁的教程类文档和内容。 2. 能够通过文档和视频直观、高效地传递技术信息，帮助用户理解和掌握产品的使用方法。 3. 对技术传播和知识共享充满热情，愿意深入学习复杂技术，并结合用户需求，不断优化内容传递方式和传播效果。 4. 具备良好的沟通能力，工作细致，能够与团队成员及其他职能部门协作完成内容创作任务。 5. 英语能力良好，能够阅读和理解英文技术文档，适应国际化内容的基础工作场景。 【加分项】 * 计算机、信息技术、技术传播背景，研究生学历优先。优秀者可放宽至本科学历。 * 有视频制作相关经验者优先，包括脚本撰写、录屏和剪辑能力。 * 英语能力优秀，能够撰写或校对英文技术文档或英文文案。 * 熟悉 Docs-as-Code 工具的优先。 * 熟悉 AI 应用或开源社区，具备相关经验者优先。 【岗位亮点】 * 内容创作与传播的多维度体验：参与技术文档、视频教程等多种形式的内容创作，积累丰富的传播技巧和内容策划经验。 * 技术与传播结合：深入学习 AI 前沿应用及场景，与行业领先的工程师团队密切合作。 * 成长空间：参与用户教育与技术传播的全流程工作，积累丰富的内容策划和传播经验。 * 国际化视野：接触全球用户，参与中英文内容创作，扩展职业发展空间。

Responsibilities: 1. Communicate with the front-end to assist in developing server-side APIs 2. Assist in formulating development rules and processes 3. Review system architecture 4. Help with system tuning 5. Code review 6. Design data structure and streamline business logic Required Skills: • BS in computer science or a related field, or significant equivalent experience • 4+ years proven JavaScript development experience • 3+ years proven NodeJS server development experience • Well know popular framework such as Express, Nest, Unit Test(Mocha + Jest) • Experienced at database structure & operation such as insert/query/update/delete • Experienced at database software, such as MS SQL Server is big plus • Experience with web frameworks such as Vue, React is big plus • Familiar with Cloud application construction such as Nginx is big plus • Good English in reading/writing/speaking is big plus • Experience of web application security is a big plus • Good learning ability, team cooperation ability and communication skills • Hard and efficient worker

1.职位描述：负责公司代理产品销售及推广,完成年度销售目标；传统测绘设备、手持激光扫描仪、无人机、点云分析和处理，自动化监测系统项目的挖掘、跟进、达成销售。 2.工作时间：早10:00-13:30 午16:00-19:00 3.薪资待遇：基本工资4000+绩效工资+职位津贴+年底奖金，法定节假日，五险，团建。 具体****！试用期一个月，有驾照者优先。 4.专业及学历：学历不限，有1年以上销售经验优先，有出色的沟通和协调能力，有团队经营管理经验者佳。 5.要求：对市场营销有浓厚的兴趣及一定的认识，沟通、学习能力强、能吃苦，有团队精神。

职位描述： 1. 负责Power BI开发需求调研和解决方案，和不同的BU业务用户开会收集需求，完成需求调研、方案设计以及协调各方资源； 2. 了解PowerApps，automate，以Power Apps为前台，D365 CRM为后台开发的Power Platform应用； 3. 协调后方开发团队交付Power BI报表开发。 职位要求： 1. 拥有较强的Power BI数据报表开发能力； 2. 丰富的前端技能，VUE，React，JS， TypeScript等； 3. 拥有较强和高效的业务理解能力，且具有能够随之转化为技术方案的系统分析与设计能力； 4. 维护并改进现有应用程序，且独立或团队一员进行开发； 5. 8年以上开发适当规模的应用程序经验，且有独立进行业务分析和方案设计的能力； 6. 良好的英文读写； 7. 良好的英文口语能力（日常与多国团队成员和客户合作）。

· Following the definition of architecture Guidelines and Standards for Application, Digital, Data and Integration Design and Development Cycle, to govern architecture and design in projects. · Design and development for team java framework and frontend framework, to ensure the technical design is following AIA architecture principle. · Plan, Design and development on team product and technical components. · Ensure consistency of the product and project Architecture with the Information and Technical and Security architecture frameworks. · Manage and coordinate architecture governance to ensure projects and activities are aligned with target architecture, principles, and guidelines . · Contribute to technical discussions and enhancement initiatives related to improving customer experience, usability and latest technologies. · Prepare system architect design document .· Sound understanding of Project Management methodology and SDLC, Big Data, NLP/ML/AI · Excellent ability on architect and design documentation · Fluent English mandatory, Cantonese is mandatory · Experience of working in different Asia countries preferable · Attend discussion and presentation to introduce system architect to relevant parties. Requirement: · Undergraduate degree in IT or related function mandatory · At least 7 years IT experience mandatory · At least 5+ years experience in java and frontend(react, vue, angular) development · Significant demonstrable experience working in an IT Technical Architecture or Enterprise Architecture function in a multi-national company or leading management consultancy mandatory · Insurance or financial services industry experience mandatory · Strong relationship management and influencing skills at a senior level · A deep understanding end experience delivering cloud, SOA and xaaS architectures, cloud generic experience like container/docker, container orchestra/Kubernetes, DevOps/Agile · Broad experience with various technologies microservice, event messaging such as KAFKA, RabitMQ technologies, application design and architecture, such as Java, iOS, Android, NET, VB and AS/400 · Experience of integrating with web services and social APIs (XML, JSON, REST, OAuth, Facebook, Twitter, Foursquare, etc) · Sound understanding of Project Management methodology and SDLC, Big Data, NLP/ML/AI · Excellent ability on architect and design documentation · Fluent English mandatory, Cantonese is mandatory · Experience of working in different Asia countries preferable

岗位职责： - 与客户沟通，了解业务需求； - 领导或参与应用程序咨询和交付构思和开发的整个周期； - 协助项目经理提供估算和进度表； - 通过发展知识和领导技能，带领项目组成员； - 设计解决方案，选择解决客户问题的技术； - 负责开发，确保高质量地完成技术规范； - 通过吸引人的视觉设计，构建应用程序的前端； - 有效编写后端API 层，开发管理运行良好的数据库和应用程序； - 故障排除、调试和升级软件。 岗位要求： - 良好的英语沟通能力，听说读写均有要求，能使用英文进行口语沟通； - 5+年Java经验，扎实的技术能力，了解IO、多线程、集合、分发系统和其他基本框架，熟悉servlet、spring、mybatis、velocity或任何其他模板开发； - 熟悉流行的java域开源框架，能够理解其原理和机制，有在线故障排除经验； - 具有HTML、CSS、JavaScript、Node等前端技术经验； - 熟悉RDBMS和NoSQL数据库技术，如Sybase、SQL Server、Oracle、Redis或同等产品； - 有RESTful API设计、开发和微服务基础架构设计经验； - 有containerization经验，熟练使用Docker，Kubernetes； - 在开发工具方面有丰富的经验，如Git、Jenkins、Sonar、Nexus、Maven或同等工具； - 有Kafka、IBM MQ等相关经验； - 能够根据业务需求，设计技术解决方案； - 有性能测试和微调经验，对应用程序安全和相关问题修复有良好的判断力； - 熟悉Windows和Linux操作系统，以及常见的应用服务器，如Tomcat、WebSphere或其他。

Responsibilities： 1. Provide Level 2 technical support to investment applications; 2. Define standard workflow and governance level 1 helpdesk according to IT policy; 3. Troubleshooting on application issues, connectivity issues as well as batch job issues; 4. Respond to user query related to application access or functions; 5. Provide technical solutions to business users, make design and workflow to facilitate the needs; 6. Conduct data analysis and testing, draft testing plan; 7. Prepare FS and TS for change requirements; 8. Make change to config files or some programs; 9. Coordinate meetings with internal and external parties; 10. Drive small projects/ enhancements and see it to the end. Requirements： 1. Education – University graduate in computer science or equivalent, fluent in English; 2. Working experience 5 years or above, IT development experience 3-5 years; 3. In-depth business and application knowledge of IT and operations in the investment management industry, especially derivative instruments of all types; 4. Good communication and problem-solving skills; 5. Ability to think over the long-term, applying a strategic focus completing large-scale change projects; 6. Positive working attitude, willing to learn and work independently; 7. Well-versed in System Development Life Cycle (SDLC); 8. Experience with finance application highly regarded; 9. IT Skill set: Python, Java, SQL server, Oracle, etc.

Job Description: - Design system architecture based on AIA Enterprise Architecture and user requirements; - Draft technical specification according to functional specification; - Lead the development team to deliver coding and UT; - Review and monitor the output of developers to ensure the time and quality; - Support PM to estimate the timeline and cost from. Qualifications: - Bachelor or above degree in IT related disciplines with at least 6 years working experience; - 2+ years’ experience in software architect to design enterprise J2EE web systems; - Proficient in Spring cloud or other popular J2EE framework, and good at Object Orientated Design & Development; - Good understanding of web front-end development, JavaScript, HTML(5), CSS(3), AJAX, JQuery, etc.; - Familiar with common software architecture models and a variety of algorithms and data structures e.g. multithreading, network programming (Socket, http/web service) and etc.; - Well know Application and Web Server (e.g. Apache, JBoss, and WebSpere etc); - Rich experience in popular database, such as Oracle, SQL Server, Sybase or MySQL; - Familiar with Waterfall, Agile or other SDLC; - Knowledge of Insurance business is preferred, e.g. Group/Individual insurance and Claims; - Experience of database migration will be a plus； - Able to work independently and efficiently to meet deadlines; - Excellent communication and documentation skills in English; - Have strong interest in new technology, and enjoy facing to challenges.

• Prepare ETL Lower Level Design • Configure CDC with guidance of CDC SME • Conduct ETL development and testing according to standard and with • Support SIT and UAT • Prepare production deployment packages and support production deployment • BAU Support Job Requirements: • Bachelor degree in IT related disciplines • 4+ years experiences in ETL development with Tableau Powercenter • 4+ years experiences in Tableau configuration and Real time data processing • Be familiar with Oracle and SQL Server • Good understanding of SQL tuning, ETL and DWH methodology • Good at English Reading and Writing • Knowledge in insurance application and ACORD is added advantage 工作地址

工作职责 Position Objective: A key member of our Analytics team who will strongly influence business decisions by helping to develop and institutionalise a data-driven approach across the organisation. The incumbent will work closely with business units across Asia and other functions in the Group office including Marketing, Distribution, Strategy, Propositions, Digital and Operations. His/her primary role will be the development of AI and machine learning solutions across multiple business applications – including but not limited to, improving customer acquisition and engagement, claims management, distribution performance, and fraud detection. Roles and Responsibilities: • Develop AI and machine learning solutions to optimise business performance across different areas of the organisation; • Use data analytics to help in-country Marketing, Distribution and Operation teams to increase revenue, lower costs and improve operational efficiency; • Identify actionable insights from analytics solutions, and communicate this to relevant stakeholders to improve decision making and drive business performance; • Develop in depth understanding of the business and be able to advise the business on the right analytics approach by participating in business discussions and presentations as applicable; • Work closely with business units to govern the effective implementation of analytics solutions.; • Implement analytical models into production by collaborating with relevant stakeholders; • Guide junior data scientists providing technical expertise on the development of Machine Learning solutions; • Drive analytics innovation by keeping abreast of industry’s trends, evaluating and adapting new and improved data science approaches for the business. 任职要求 • Bachelor’s degree in a numerate discipline e.g. Data Science, Actuarial Science, Mathematics, Statistics, Engineering, or Computer Science with a strong computer programming component; • At least 2 of years working experience, with extensive hands-on experience in developing AI and Machine Learning solutions; • Proven hands-on experience in the use of at least one advanced data analysis platform (e.g. Python, R); • Exposure to all stages of data analytics project lifecycle (scope definition, data requirements, extraction, exploration, transformation, solution development, tracking); • Demonstrable understanding of data quality risks and ability to carry out necessary exploratory data analysis and quality checks to validate results obtained; • Knowledge of a variety of machine learning techniques (clustering, decision tree, random forest, artificial neural networks, etc.); • Excellent relationship management, strong team building, and the ability to work across business units and functions to drive positive business outcomes; • Sound knowledge of programming in SQL or other programming experience; • Articulate, with excellent oral and written communication skills. Adaptable, able to interact and build strong relationships with people from a diverse range of backgrounds; • Fast learner with a willing attitude. Intellectually rigorous, with strong analytical skills and a passion for data; • Experience in big data environment and tools such as Hadoop, Hive, Datameer is desirable

Responsibilities： 5+ years’ Java experience. Solid technical ability, understanding of IO, multithreading, collections, distribution system and other basic frameworks, familiar with servlet, spring, MyBatis, velocity or any other template development. Familiar the popular java domain open-source framework, able to understand its principle and mechanism, and have online troubleshooting experience Experience in frontend technology such as HTML, CSS, JavaScript, Node, and familiar with React/VUE/Angular etc. framework Good understanding of both RDBMS & NoSQL database technologies such as Sybase, SQL Server, Oracle, Redis or equivalent. 岗位职责： 1、5年以上Java经验，扎实的技术能力，对IO、多线程、收集、分发系统和其他基础框架了解，熟知servlet, spring, mybatis, velocity或其他开发模板； 2、熟悉流行的JAVA 区域开源框架，能够理解它的原理和机制，有线上故障排除经验 3、有前端技术（HTML,css，JavaScript，node）的经验，熟悉任一前端框架 4、熟知RDBMS 和NoSQL 数据库技术，例如Sybase, SQL Server, Oracle, Redis 或类似的

Responsibilities： -Analysis business requirements and business process by communication with customers and BA -System architecture management -Coordinate with user for testing and system delivery -Identify and improve system problems -Develop system documentation including architect design, system specification, design statement, user manual, operational manual, etc. -Performance monitoring and management Requirements: -Bachelor Degree or above in Computer Science or IT related discipline -3+ years experience in related language or platform: Cloud platforms, Linux/Windows/Unix platforms, Web/mobile applications -Experience in React Native or React JS or Angular -Experienced at popular database software, such as Oracle, MS SQL Server, Sybase, SQLite or MySQL -Knowledge of Software development life cycle (SDLC) -Good command of both written and spoken English -Self-motivator and quick learner -Problem solving skills -Has experience on insurance is preferable

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA• Analyze user requirements, existing and new business models and provide solutions by fine-tuning existing sub-systems or an existing functional areas of the systems and procedures. (10%) • Design system and other delivererables aligned with security, compliance, and design principles through focus on quality, evaluate and conduct cost effective solutions. (20%) • Translate business requirement (BRD)/function specification (FS) to technical design requirements including test strategy and quality ensurance approach (40%) • Prepare Test case/scenario, conduct system testing and implementation schedules (5%) • Analyze and solving technical problems comply with the applicable standards and guidelines (10%) • Assist users to fully utilise the systems by providing training and clarification of problems (5%) • Train junior staff on business and technical knowledge (10%) • Performs other responsibilities and duties periodically assigned by supervisor in order to meet operational and/or other requirements.

R&R: - Work closely with business functions in own space and intensively with stakeholders to identify information needed, draw out key information and clarify requirements by adopting logical / systematic / sequential approach and questioning - Frame solutions with the lens of established IT approaches based on business and user needs - Collaborate the communication within business parties and development team - Work with development team to support end users acceptance testing. - Work with Project Manager to control and follow-up User requirement change. - Work with business parties to confirm delivery schedule and follow up the system implementation. - Conduct system demonstration while needed. Job Requirements: Education & Experience • University degree or above in IT or related disciplines • Minimum 2 years IT working experience Knowledge & Skill • Knowledge of Visio / ARIS / (OOAD / UML) to support defining business user requirements and business process flow • Problem solving skills • Analytical skills • Good command of Thai Language and English • Effective communication skill • Good presentation skill