Thank you for your interest in joining Solventum. Solventum is a new healthcare company with a long legacy of solving big challenges that improve lives and help healthcare professionals perform at their best. At Solventum, people
AI工程师 - Agent Beijing Full-time Intelligent manufacturing / Industrial Internet / Industrial automation - R&D Responsibilities 负责公司AI Agent系统的工程设计、开发与落地，围绕个性化内容生成与长期记忆场景，端到端负责Agent从原型到生产的完整生命周期（Agent Development Life Cycle），具体职责包括但不限于：1. Agent系统架构：设计并实现生产级Agent运行框架，包括编排引擎（Orchestration）、工具调用链路（Tool Use Pipeline）、记忆存储与检索系统、上下文管理等核心模块；确保系统在高并发场景下的稳定性、低延迟和可扩展性2. Agent行为工程：设计并实现Agent的编排策略、路由逻辑、多步规划与fallback机制；将算法团队的研究成果（记忆、个性化、持续学习等）工程化为可靠的生产行为模式，确保Agent在真实场景中的可控性与一致性3. 记忆系统工程：构建Agent长期记忆的存储、索引和检索基础设施；实现高效的向量检索、记忆版本管理、增量更新与过期淘汰机制；支撑sleep-time异步记忆整理的后台任务调度与计算资源管理4. 工具调用与环境集成：设计并实现Agent与外部工具、API、数据源的集成框架；构建安全、可靠的工具调用沙箱与执行环境；实现工具注册、权限管理、调用链追踪与异常处理等工程能力5. 可观测性、评估与持续改进：构建Agent行为的全链路追踪、日志与监控体系；设计Agent质量评估pipeline，包括个性化效果、记忆准确性、多轮一致性等维度的自动化评测；建立从发布、灰度、A/B测试到反馈收集的完整迭代流程，通过线上数据分析定位Agent薄弱环节，形成发布→度量→归因→改进的持续优化飞轮6. 推理与服务优化：优化Agent推理链路的端到端性能，包括LLM调用策略（缓存、批处理、流式输出）、上下文窗口高效利用、多轮对话状态管理等；针对异步Agent场景设计高效的任务队列与调度系统7. 数据平台与Pipeline：构建Agent训练数据的采集、清洗、标注与管理平台；设计用户交互日志的实时/离线处理pipeline，为算法团队的SFT、RL训练和奖励模型迭代提供高质量数据支撑8. 算法-工程协作：与算法团队紧密配合，理解记忆、持续学习、个性化奖励模型等研究方向的技术原理，将研究成果高效转化为可靠的生产系统；共同定义Agent评估标准与数据需求，打通从研究到上线的协作链路 Qualifications 1. 扎实的软件工程能力，熟练掌握Python，具备大规模分布式系统的设计与开发经验；熟悉Go、Rust、C++中至少一门者优先；2. 对LLM-based Agent系统有深入理解，具备Agent系统的生产环境开发与部署经验；3. 具备良好的系统设计能力，能在可靠性、延迟、成本之间做出合理权衡；有消息队列、任务调度、异步计算等基础设施经验者优先；4. 对Agent记忆机制、持续学习、个性化系统等方向有技术热情，能理解算法原理并将研究成果转化为生产系统；5. 具备较强自驱力和ownership意识，能端到端拥有Agent从设计、开发、部署到持续迭代的完整流程。加分项：1. 具备向量数据库、搜索/检索系统的工程经验，熟悉RAG架构设计与优化；2. 熟悉LLM推理服务部署与优化（如vLLM、TGI、TensorRT-LLM等），有高并发AI服务的工程经验；3. 有构建Agent评估环境的经验，包括仿真交互场景搭建、自动化评测框架设计、端到端benchmark构建等。 Apply...
Company Description We take care of our employees, and they take care of our customers! Become a member of a global community! The international logistics industry is an integral piece of the global trade puzzle; we
Company Description We take care of our employees, and they take care of our customers! Become a member of a global community! The international logistics industry is an integral piece of the global trade puzzle; we
Mandarin Oriental Wangfujing, Beijing is looking for a Front Desk Agent to join our Front Office team. 北京王府井文华东方酒店正在寻找一位前台接待加入我们的前厅服务团队。 Are you a master of craft? Do you thrive in a team that succeeds together, demonstrating integrity and respect
Job Summary State Street is seeking an experienced and innovative Agentic Quality Engineering Lead (AVP) to drive the next generation of software quality assurance through AI-powered testing, intelligent automation, and Agentic Engineering practices. This leadership role
SummaryDo you want to help build some of the largest and most consequential enterprise and customer technology systems in the world? Join Apple’s Information Systems and Technology (IS&T) organization. IS&T is the engine behind everything Apple
SUMMARY OF THE ROLE As a core member of the Advanced Analytics team, you will bridge the gap between complex data science and pharmaceutical commercial strategy. You will design and deploy advanced analytical solutions—ranging from predictive
State Street Investment Management is looking for a Software Developer (AI & Agentic Engineering) with 2+ years of experience to join the Engineering & Business Service Platform Team, a part of Technical and Business Architecture Solutions.
Work Your Magic with us! Ready to explore, break barriers, and discover more? We know you’ve got big plans – so do we! Our colleagues across the globe love innovating with science and technology to enrich
Role Summary We are seeking an experienced Assistant Vice President (AVP) Software Engineering Lead to join the COMPASS transformation program. The successful candidate will lead the design, development, and modernization of business-critical applications supporting Shareholder Services
At Roche you can show up as yourself, embraced for the unique qualities you bring. Our culture encourages personal expression, open dialogue, and genuine connections, where you are valued, accepted and respected for who you are,
Company Description Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance
Company Description Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance
The Opportunity: The CTO team is seeking a visionary, hands-on engineering leader to design, build, and scale HSBC Agent Platform as a core capability within the Group AI Platform. This role will deliver secure, reusable and high-performance
The Opportunity: The CTO team is seeking a visionary, hands-on engineering leader to design, build, and scale HSBC Agent Platform as a core capability within the Group AI Platform. This role will deliver secure, reusable and high-performance
SummaryDo you want to help build some of the largest and most consequential enterprise and customer technology systems in the world? Join Apple’s Information Systems and Technology (IS&T) organization. IS&T is the engine behind everything Apple
Teamwork makes the stream work. Roku is changing how the world watches TV Roku is the #1 TV streaming platform in the U.S., Canada, and Mexico, and weve set our sights on powering every television in
Company Description Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance
Position Overview We are seeking AI Engineers to join the Data Science team to design, build, and deploy GenAI and Agentic AI solutions for cancer research, biometrics, clinical research, and broader R&D workflows. The role will