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Algorithm Optimization Jobs In Beijing (Peking) - 26 Job Positions Available

1 – 20 of 26 jobs
Qualcomm jobs

Company: Qualcomm China Job Area:Engineering Group, Engineering Group Machine Learning Engineering General Summary: Qualcomm AI Research is looking for world-class algorithms engineers in general domain machine learning, especially generative AI, LLM, LVM, VLM and omni models. Come

Qualcomm  24 days ago
Qualcomm jobs

Company: Qualcomm China Job Area:Engineering Group, Engineering Group Machine Learning Engineering General Summary: We are seeking a few highly qualified Robotics AI System engineers who will be responsible for designing, implementing, training and deploying state-of-the-art embodied

Qualcomm  24 days ago
KAON jobs

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. 对continous

KAON  23 days ago
VAST jobs

Search&Recommendation Strategy Product Manager 搜索推荐策略产品经理(UGC社区方向) Beijing Experienced Full-time Responsibilities 1. Design search and recommendation strategies for Tripo Studio, building a content discovery and distribution system for the UGC creator ecosystem and improving content relevance and user

VAST  23 days ago
VAST jobs

Senior Backend Engineer / Full-Stack Engineer (Creator Ecosystem Community Focus)高级后端工程师 /全栈工程师(创作者生态社区方向) Beijing Experienced Full-time Responsibilities Job Responsibilities1.Build an Omni-channel Growth Technology System for the 3D Creator EcosystemLead the construction, iteration and optimization of the core backend architecture

VAST  23 days ago
VAST jobs

Frontend / Full-Stack Developer, AI 3D Creator Ecosystem Community前端 / 全栈开发・AI 3D 创作者生态社区 Beijing Experienced Full-time Responsibilities Job Responsibilities1.Develop the Omni-channel Frontend Technology System for the 3D Creator CommunityTake charge of the construction, iteration and performance

VAST  23 days ago
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VAST jobs

Senior Backend Engineer / Architect (Commercialization Focus)高级后端工程师 / 架构师(商业化方向) Beijing Experienced Full-time Responsibilities Job Responsibilities1.Lead the core backend development of the 3DGenAI commercialization platform, covering modules such as orders, payment, billing, subscription, benefits and financial reconciliation.2.Oversee

VAST  23 days ago
VAST jobs

Senior Backend Engineer / Growth Architect (Growth-focused)高级后端工程师 / 增长架构师(增长方向) Beijing Experienced Full-time Responsibilities Job OverviewIf you are fed up with repetitive business CRUD development and reactive requirement-driven R&D mode, and hope to drive user growth directly

VAST  23 days ago
VAST jobs

SEO 外链专家 Beijing, Hangzhou Experienced Full-time Responsibilities 1.Develop mid-to-long term link building strategies based on business goals and Google rules, optimizing link quantity, quality, relevance and structure;2.Use Ahrefs, SEMrush etc. to discover and evaluate link resources,

VAST  23 days ago
NXP Semiconductors jobs

The AI Platform / Infrastructure role focuses on enabling the development, deployment, and operation of artificial intelligence solutions across the organization. It designs and maintains AI platforms, pipelines, and tooling to support scalable, reliable, and governed

NXP Semiconductors  17 days ago
Intel jobs

Job Details: Job Description: As an AI Architecture Performance Analysis Graduate Intern, you will join Intels GPU Compute Architecture team and contribute to core GPU kernel perf analysis using real AI workloads.Your work will directly support

Intel  16 days ago
Apple jobs

Summaryoin the Siri team at Apple! Build and contribute to a product and company that is building products, personal devices, and software designed to enrich peoples lives. Work on building and advancing the worlds most popular

Apple  17 days ago
Microsoft jobs

Overview Microsoft STCA Research team is seeking passionate researchers to join our team advancing the frontier of AIOps, AI, LLMs, Reinforcement Learning, Optimization, AI coding, AI for software and systems, and Software/Systems for AI. We are building

Microsoft  17 days ago
Cummins jobs

Job Summary: This entry level/early career professional, controls focused position tailors electronic control systems for Cummins products. People in these positions will decompose product requirements into functional requirements and design and tune controls that operate on

Cummins  16 days ago
Microsoft jobs

Overview STCA Research team is seeking passionate researchers to join our team advancing the frontier of LLMs, Agentic AI, AI-native Innovations, RL and Model tuning, and Agentic Software Engineering. We are building intelligent systems that reason,

Microsoft  14 days ago
Mercedes-Benz Group AG jobs

Tätigkeitsbereich:IT/Telekommunikation Fachabteilung:AI & Data Value Gesellschaft:Mercedes-Benz Group China Ltd. Standort:Mercedes-Benz Group China Ltd., Beijing Startdatum:sofort Veröffentlichungsdatum:11.10.2026 Stellennummer:MER0003THB Arbeitszeit:Vollzeit Bewerben Aufgaben Objective of job Contribute to the future of Mercedes-Benz in China by leading the charge in

Mercedes-Benz Group AG  13 days ago
GE HealthCare jobs

Job Description SummaryResponsible for designing and programming a small module or a large component and designing a feature, set of features, or whole feature area. She/he will work independently and contribute to the immediate team and

GE HealthCare  12 days ago
GE HealthCare jobs

Job Description SummaryResponsible for programing a component, feature and or feature set. Works independently and contributes to the immediate team and to other teams across business. You will also contribute to design discussions. Job Description Role

GE HealthCare  12 days ago
Nvidia jobs

Are you looking to be part of a fun, creative company at the forefront of groundbreaking technologies? NVIDIA is leading the way in some of the worlds most exciting tech areas, including Virtual Reality, Artificial Intelligence,

Nvidia  12 days ago
Ericsson jobs

Join our Team About the opportunity At Ericsson, you will contribute to leading-edge 5G and future 6G radio products that help create connections that make the unimaginable possible. We are looking for a Software Developer to

Ericsson  10 days ago

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