JLL empowers you to shape a brighter way. Our people at JLL are shaping the future of real estate for a better world by combining world class services, advisory and technology for our clients. We are
Manager - GC AI Assistant product owner Your role Key responsibilities in your new role 1. Product Ownership & Delivery Own the end-to-end lifecycle of AI products (e.g., AI chatbot, recommendation engines, automation solutions, local LLMs)
At ABB, we help industries run leaner and cleaner—and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run
At ABB, we help industries run leaner and cleaner—and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run
Your Team Responsibilities MSCI Equity Indexes are maintained with the objective of reflecting the evolution of the underlying equity markets on a timely basis. The Corporate Events Team is responsible for daily maintenance of index by
算法工程师 - Agent Beijing Full-time R&D - Algorithm Responsibilities 负责公司AI Agent方向的算法研究与落地工作，围绕个性化内容生成与长期记忆构建，将大模型训练技术（SFT、RL等）应用于Agent能力的持续提升，具体职责包括但不限于：1. Agent架构设计：面向个性化内容生成和角色交互场景，设计并实现基于大语言模型的Agent架构；定义Agent的编排流程、工具调用（Tool Use）、反思（Reflection）等核心范式，使Agent能够基于用户画像和历史交互生成高度个性化的内容与回复2. Agent训练与优化：运用SFT、RFT、PPO、DPO、GRPO等训练方法，针对Agent场景设计专项训练方案；构建Agent行为轨迹数据集，通过强化学习优化Agent的个性化生成质量、记忆调用准确性和多轮对话一致性3. 训练环境设计：构建Agent训练所需的真实可执行交互环境（工具调用沙箱、用户模拟器、多轮对话场景等），定义状态空间、动作空间和反馈信号，为Agent提供高质量的训练闭环4. 奖励建模：设计Agent专用的奖励函数与评估体系，针对个性化程度、内容一致性、记忆调用准确性、用户满意度等多维目标，结合过程奖励模型（PRM）、生成式奖励模型（GRM）以及个性化奖励模型（Personalized RM，基于用户偏好和交互历史动态调整奖励信号），实现对Agent行为链路的细粒度奖励，解决奖励稀疏、奖励欺骗等核心难题5. 记忆与个性化系统：构建可解释、可迁移、可控的Agent记忆架构，支持用户偏好的长期建模与动态更新；实现记忆的版本化管理，支持精确遗忘（通过token删除）和跨模型迁移，保障个性化体验的连续性与可控性6. 持续学习（Continual Learning）：研究并实现Token Space下的持续学习机制，通过更新Agent的learned context（系统提示、记忆库、工具定义等）而非模型权重来实现Agent的持续进化；解决context poisoning（上下文污染）/ context rot（上下文退化）等有限上下文窗口下的记忆退化问题，在避免灾难性遗忘的前提下实现Agent知识的增量积累8. 快速实验与迭代闭环：具备从eval构建、数据准备、方案实现到结果评估的全链路快速实验能力；参与Agent的线上A/B实验设计，通过线上效果度量和用户反馈分析定位算法瓶颈，驱动下一轮训练与模型优化的方向 Qualifications 1. 优秀的代码能力、数据结构和基础算法功底，熟练C/C++或Python，ACM/ICPC、NOI/IOI、Top Coder、Kaggle等比赛获奖者优先；2. 熟悉NLP相关的算法和技术，具备大模型训练和RL算法的实践经验；3. 对LLM-based Agent系统有深入理解，具备Agent训练或Agent系统相关的项目经验；4. 能系统性拆解Agent在长期记忆管理、个性化内容生成、上下文窗口利用等场景的挑战，提出创新解决方案；5. 具备较强自驱力，能与产品、算法团队紧密协作，推动技术从研究到落地的全链路闭环。加分项：1. 在Agent记忆机制、个性化生成、持续学习、上下文优化（如DSPy等prompt optimization方法）等方向有论文成果；2.
具身智能算法实习生（世界模型方向） 上海、合肥 实习 数字技术 - 算法 职位 ID：A185689 职位描述 模型研发：参与世界模型（World Models）的开发，优化系统在非结构化环境下的动态预测与隐空间（Latent Space）表征能力。仿真与训练：利用仿真系统进行策略训练，并参与 Sim-to-Real 迁移技术的开发与调试。数据管线：构建具身智能数据集，负责仿真合成数据、真实示教数据（Teleoperation）的清洗、标注与扩增。算法复现：跟踪并复现具身智能领域前沿论文，持续优化模型在复杂抓取与长程规划任务中的泛化表现。软硬件联调：协助将仿真中训练好的策略部署至实体机械臂，参与解决实际环境中的感知与执行偏差问题。 职位要求 教育背景：计算机、机器人、自动化等相关专业在读硕士或优秀本科生。编程功底：掌握Python/C++，熟练掌握 PyTorch 或 JAX 深度学习框架；熟悉 Linux 开发环境及常用的版本控制工具。仿真经验：具备仿真系统的实际使用经验（如 NVIDIA Isaac Sim、MuJoCo 等），能够独立搭建实验场景并进行参数调优。模型认知：了解具身智能领域主流具体模型（如Dreamer系列、VLA/RT 系列等）的核心原理。算法基础：熟悉强化学习（RL）或生成式模型（Diffusion, VAE），对 Transformer 架构有基本理解。工具使用：熟悉 ROS 2 通信协议，具备基本的硬件接口调用与调试能力。综合素质：具备良好的论文阅读能力，动手能力强，能主动解决开发中的工程问题。加分项：有实体机械臂或灵巧手（如多指夹爪）的实际部署与手眼标定经验。有在机器人相关竞赛（如 RoboMaster、电子设计竞赛）中获奖的经历。在 NeurIPS、ICLR、CVPR、IROS、CoRL 等人工智能或机器人顶级会议上发表过论文。 投递...
If you desire to be part of something special, to be part of a winning team, to be part of a fun team – winning is fun. We are looking forward to Data Analysis Specialist in
Join the Pioneer Crypto Brand in the Philippines! Coins is the most established crypto brand in The Philippines and has gained the trust of more than 18 million users. Through the easy-to-use mobile app, users can
Lead - B2B Retail Marketing China In Short Are you well versed in all things Retail Marketing? Do you bring with you a hands-on approach, yet entrepreneurial spirit? If this speaks to you, we have an
Requisition Number: 75549 The company built on breakthroughs. Join us. Corning is one of the world’s leading innovators in glass, ceramic, and materials science. From the depths of the ocean to the farthest reaches of space, our
JLL empowers you to shape a brighter way. Our people at JLL are shaping the future of real estate for a better world by combining world class services, advisory and technology for our clients. We are
At Black & Veatch, our employee-owners go beyond the project. For over a century, we have been breaking down social, economic and geographic barriers by making lifes critical resources accessible to all. Working with us, you
Before & Afterschool Group Leader Department: Child Development: Before / After School Employment Type: Part Time Location: Wang YMCA Compensation: $16.50 - $22.00 / hour Description Location: Chinatown Boston Under the supervision of the Site Director/Program
About the company: Our client is a fast-growing tech start-up founded in 2018 that is revolutionizing the way travelers stay connected to the internet abroad. With a diverse team of over 500 professionals globally, they are
SummaryApple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making
Job Description: KEY ACCOUNTABILITIES This position plays a strategic role in accelerating APAC Automotive segment growth by leading segment-focused market development, customer opportunity identification, and cross-functional commercial execution. In addition, this role serves as the primary
At Sherwin-Williams, our purpose is to inspire and improve the world by coloring and protecting what matters. Our paints, coatings and innovative solutions make the places and spaces in our world brighter and stronger. Your skills, talent
About Us We are a global climate technologies company engineered for sustainability. We create sustainable and efficient residential, commercial and industrial spaces through HVACR technologies. We protect temperature-sensitive goods throughout the cold chain. And we bring comfort
About Four Seasons: Four Seasons is powered by our people. We are a collective of individuals who crave to become better, to push ourselves to new heights and to treat each other as we wish to