美团大模型算法专家
社招全职核心本地商业-基础研发平台地点:北京 | 上海状态:招聘
任职要求
1. 对大模型有技术热情,熟悉GPT/BERT/T5等模型的原理; 2. 熟悉Python,熟练使用TensorFlow/PyTorch/Megatron/Triton等深度学习训练或推理框架,熟悉java/C++中的一种。 具备以下条件优先 1. 有SIGIR、ACL、WWW等NLP/搜索领域顶会论文发表经验; 2. 有KDDCup、RecSys、Kaggle、天池等机器学习比赛获奖经验; 3. 有主流多模态大模型(跨视觉/语音/文本模态,Gemini、GPT-4o、Chameleon、Tortoise TTS等)相关的研究或工作经历
工作职责
1. 从flops efficiency角度,对大模型预训练过程进行分析与探索,包括不限于对scaling law的研究,数据的认知实验,MoE等模型架构设计,以及其他工程与算法结合的ml sys相关优化等。 2. 负责原生多模态大模型的构建与预训练,包括各模态分词器设计,合成数据策略,以及跨模态融合训练策略等,提升原生多模态模型在视觉/语音的理解与生成任务上的能力。 3. 进行大模型reasoning能力的相关研究,研究pre-train / test-time compute对于模型推理能力的影响,借助SFT / DPO / self-play等手段,提高模型在代码数学等推理任务上的表现。 4. 通过post-training激发模型在各下游任务上的能力,从而构建具有通用问题解决能力的agent。
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
GPT+
https://www.youtube.com/watch?v=kCc8FmEb1nY
We build a Generatively Pretrained Transformer (GPT), following the paper "Attention is All You Need" and OpenAI's GPT-2 / GPT-3.
BERT+
https://www.youtube.com/watch?v=xI0HHN5XKDo
Understand the BERT Transformer in and out.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
Megatron+
https://www.youtube.com/watch?v=hc0u4avAkuM
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
RecSys+
[英文] Recommender Systems
https://recsys.acm.org/
This site contains information about the ACM Recommender Systems community, the annual ACM RecSys conferences, and more.
Kaggle+
[英文] Kaggle Learn
https://www.kaggle.com/learn
Gain the skills you need to do independent data science projects.
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.
相关职位
社招研发类
1、跟进大模型领域最新进展,包括LLM、VLM、SpeechLLM、Reasoning模型等领域近期算法的跟踪、实现、最佳实践流程标准化; 2、与研发团队密切合作,面向实际业务场景与软硬件特点,将算法与工程技术落地于实际项目,满足前沿创新目标或者业务目标。
更新于 2025-04-28
社招3-5年
1. 负责制定大语言模型方向的技术战略与演进路线,持续引领团队在算法创新、系统部署、智能体架构等关键方向取得突破; 2. 全面统筹垂域大语言模型的研发、评估与部署生命周期,推动算法与系统能力的标准化、模块化和可复用建设; 3. 牵头在客服、销售、收派、运营、办公智能等核心领域构建智能体系统,重构关键业务流程,推动大语言模型的深度融合与落地应用; 4. 主导复杂业务问题的抽象建模,构建行业级、多任务、多场景的评估体系,覆盖模型精度、稳定性、安全合规等维度; 5. 制定并实施大语言模型系统性能优化策略,构建资源利用率高、弹性强的推理服务架构,提升模型部署效率与稳定性; 6. 引导团队围绕业务目标开展系统性大语言模型算法调研与分析,识别潜在问题与机会点,提出可落地的优化方案; 7. 紧跟大语言模型领域技术发展,持续输出行业趋势洞察,制定面向未来的技术路线与实施规划; 8. 管理算法团队,对团队成员进行技术引领、指导、职业发展辅导,保持团队先进性。
更新于 2025-08-15