淘宝闪购淘宝闪购-大模型训练-多模态大模型训练
社招全职2年以上技术类-算法地点:上海状态:招聘
任职要求
1. 硕士及以上学历,计算机、人工智能、电子信息等相关专业优先; 2. 2年以上算法相关工作经验,具备多模态模型训练或大模型研发经验者优先; 3. 熟悉Python编程语言,掌握TensorFlow/PyTorch等主流深度学习框架之一; 4. 具备良好的算法基础和工程实现能力,熟悉图像、文本等多模态数据处理方法; 5. 对AI前沿技术有持…
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工作职责
1. 多模态大模型训练与优化。围绕文本、图像等多模态数据,构建面向安全领域的垂直大模型,推动在内容理解、风险识别等场景的落地应用。 2. 模型架构设计与迭代。基于现有大模型底座,进行模型结构优化、训练策略设计及效果调优,提升模型在实际业务中的泛化能力与推理效率。 3. 数据处理与标注体系建设。构建高质量的多模态训练数据集,设计合理的标注流程与标准,支撑模型训练与评估。 4. 联合业务方推进模型部署与应用。与产品、工程团队紧密协作,完成模型从训练到上线的全流程闭环,并持续跟踪效果与优化。 5. Agentic AI训练。与已有Agent系统联动,构造高吞吐,可调用外部信息的,可训练的大模型系统。
包括英文材料
学历+
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
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.
还有更多 •••