小红书【27届】AI搜索广告算法实习生
实习兼职策略算法地点:北京 | 上海状态:招聘
任职要求
1、计算机 / 软件工程 / 电子信息 / 自动控制 / 数学等相关专业,硕士及以上学历; 2、扎实的 NLP 和机器学习理论基础,熟悉 LLM、RAG、Agent 等相关算法和系统,有搜推广和内容理解业务实践经验者优先; 3、具备优秀的研究和创新能力,在 ACL / EMNLP / NAACL /…
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工作职责
1、负责搜索广告 AI 检索技术研发,将多模态大模型落地于语义检索、生成式推荐、端到端召回等无关键词召回技术中,促进 LLM、Agent 等技术在搜索广告业务中用户洞察、投放标的理解、动态创意等方面的落地; 2、负责搜索广告 AI 匹配技术研发,通过最新的生成式 AI 等技术升级广告匹配链路,重构意图理解、需求匹配、转化预估能力,探索多模态大模型、Agent、排序大模型等技术在用户需求匹配方面的应用。
包括英文材料
学历+
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.
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.
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
RAG+
https://www.youtube.com/watch?v=sVcwVQRHIc8
Learn how to implement RAG (Retrieval Augmented Generation) from scratch, straight from a LangChain software engineer.
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
ACL+
https://www.aclweb.org/portal/
Computational linguistics is the scientific study of language from a computational perspective.
还有更多 •••