小米大模型算法专家-武汉
社招全职5年以上T4343地点:武汉状态:招聘
任职要求
1.硕士及以上学历背景,计算机科学、机器学习或相关专业,5年以上相关工作经验 2.对深度学习、自然语言处理、视觉理解、多模态、大模型等技术有深入的理解和实践经验,具备在大型互联网公司或顶级研究机构从事相关工作的经验者优先考虑。 3.熟悉常见的开源框架(如TensorFlow、PyTorch等),熟练掌握Python、Java、C++等至少一种编程语言。 4.良好的沟通能力及团队合作精神。 5.英语流利,能够阅读并理解最新的学术论文和技术资料者优先考虑。
工作职责
1.以大模型为核心,探索并打造小爱同学新一代Agent理解架构,为用户提供更高效便捷的能力体验 2.研究大模型业务效果优化、推理性能优化等,推进业务数据建设、训练、评估等工作,提升小爱同学体验 3.跟进大模型前沿方向,结合小爱业务场景,提供全面的技术解决方案,包括多模态大模型能力落地
包括英文材料
学历+
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.
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.
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
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.
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.
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
相关职位
社招5-7年数字技术
1. 负责垂类大模型的数据构建、指令微调、偏好对齐和模型优化工作; 2. 负责垂类大模型在业务场景中的应用落地,包含但不仅限于客服、搜索、推荐、创作和对话等领域; 3. 负责Agentic AI的服务部署,服务性能测试和优化,确保算法的准确性和效率都有所提升; 4. 协同产品和工程团队进行大语言模型能力的产品化和工程化、持续迭代并完成商业闭环;
更新于 2025-09-11
社招研发技术类
工作职责: 1. 负责大模型预训练、微调、RAG等技术的研发与优化; 2. 推动LLM技术的产品化落地,涵盖智能问答、文本生成等应用场景; 3. 跟踪大模型领域的前沿技术,探索并实现技术创新。
更新于 2025-02-19
社招2年以上审核策略
1、负责将内容安全/商业安全的复杂治理需求,转化为基于大模型的识别方案。通过PE/RAG/Workflow等技术持续实验和优化,不断提升策略的准确率与召回率。 2、能够开发用于安全场景的Agent和Workflow,实现复杂风险场景的自动化识别、推理和处置。 3、探索大模型及Multi-Agent领域前沿技术,进行技术调研、原型搭建和效果验证,并推动其在业务场景中的规模化应用。 4、作为大模型技术在安全领域的专家,强目标导向地协同算法、研发、治理、产品等团队,明确技术路径,统筹项目资源,共同实现安全目标。 5、具备产品意识,不仅满足于解决单点问题,更致力于优化产品工具、提升整体安全运营的效率和智能化水平。
更新于 2025-09-30