百度大模型算法工程师(J92880)
社招全职MEG地点:北京状态:招聘
任职要求
-有搜广推、大模型研发、智能体研发、RAG和强化学习等经验 -对机器学习、深度学习、自然语言处理和大模型有深刻的理解 -熟练掌握至少一种深度学习框架(PaddlePaddle、pytor…
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工作职责
负责百度文心智能体策略优化,主要涉及到以下工作内容 -提示词工程、大模型定制调优等 -智能体理解评价、智能体内容生成质量评估、内容生成润色、多模态评估能力建设等 -基于大模型构建智能体在搜索场景下搜广推策略, 解决智能体分发中难点问题 -积极探索智能体在搜索场下新分发形态、新分发场景
包括英文材料
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
强化学习+
https://cloud.google.com/discover/what-is-reinforcement-learning?hl=en
Reinforcement learning (RL) is a type of machine learning where an "agent" learns optimal behavior through interaction with its environment.
https://huggingface.co/learn/deep-rl-course/unit0/introduction
This course will teach you about Deep Reinforcement Learning from beginner to expert. It’s completely free and open-source!
https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning
Build your own video game bots, using classic and cutting-edge algorithms.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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相关职位
社招MEG
-负责百度搜索结果排序算法的研究、设计、开发与优化,包括但不限于机器学习、深度学习等算法的应用 -涉及技术方向:大模型优化、用户行为建模(点击率预估、时长预估)、相关性与需求满足预估、异构混排、多目标融合、Listwise重排 -跟踪和分析算法在实际应用中的性能,持续优化算法以提高准确性、效率和稳定性 -协同产品、开发团队,推动算法产品的落地与优化,解决技术难题
更新于 2025-02-26北京
社招1年以上算法开发岗
1、参与生成式大模型能力构建;不局限于模型设计、prompt优化、预训练、模型推理加速、其他能力建设等; 2、采用最先进的并行处理和分布式学习技术,制定并执行性能优化策略,显著提升大型语言模型的训练速度和推理能力,例如跟进DeepSeek R1技术架构等,确保技术行业领先; 3、推进大模型技术在京东物流各个业务场景落地,包括不限于智能问答、智能数据分析、智能决策以及Computer Use等,助力业务流程优化,增质提效; 4、深度探索大语言模型方向,保持技术领先优势,推动京东物流在行业内树立高效、精准的大模型/多模态大模型应用标杆,并取得业务收益。
更新于 2025-06-09北京