千问千问事业部-MOS 实验室-搜索算法专家-北京/杭州
社招全职1年以上技术类-算法地点:北京 | 杭州状态:招聘
工作描述
任职要求 1. 具备丰富的搜索系统研发经验, 熟悉搜索基础算法与工程技术,对搜索业务有深刻理解。 2. 希望将深厚的搜索积淀与大模型技术结合,实现技术的代际跨越,为取得突破性的业务收益、解决真实的业务问题而兴奋。 基础能力: 1. 计算机、数学或相关专业本科及以上学历,在信息检索、自然语言处理、大规模预训练模型领域有相关工作经验。 2. 熟悉常见的深度学习框架(PyTorch/TensorFlow)及大模型落地工具。 3. 对技术充满热情,具备极强的逻辑分析能力和…
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包括英文材料
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/
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
学历+
信息检索+
https://nlp.stanford.edu/IR-book/information-retrieval-book.html
Christopher D. Manning, Prabhakar Raghavan and Hinrich Schütze, Introduction to Information Retrieval, Cambridge University Press. 2008.
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.
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