希音资深算法/专家(客服)-上海南京深圳
社招全职7年以上信息技术类地点:上海 | 南京状态:招聘
工作描述
任职要求 学历与经验:本科及以上学历,计算机、人工智能、软件工程、数据科学等相关专业;具备7 年以上算法开发、后端开发或 NLP 相关工程经验。 编程基础:精通 Python/Java 等至少一门编程语言,具备优秀的编码习惯、工程化思维和代码调试能力,熟悉常用深度学习框架(如 Pytorch/TensorFlow)者优先。 LLM 专业能力: ・熟悉大模型微调技术(如 LoRA、P-Tuning),有实际的数据构建、SFT/RLHF 训练经验者优先,能独立完成模型在垂直场景的适配优化。 ・具备实际的 Agent 或 Multi-Agent 项目开发经验,对 AI Agent 的规划、记忆、工具调用、意图规划等核心模块有深刻理解,能结合业务场景设计智能体交互逻辑。・熟悉 NLP 基础技术,对意图识别、实体抽取、对话管理等客服核心技术有实际经验者优先。 综合素质:具备极强的自驱力和快速学习能力,对 AI 技术在服务场景的落地抱有极大热情;…
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包括英文材料
学历+
数据科学+
https://roadmap.sh/ai-data-scientist
Step by step roadmap guide to becoming an AI and Data Scientist
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/
后端开发+
https://www.youtube.com/watch?v=tN6oJu2DqCM&list=PLWKjhJtqVAbn21gs5UnLhCQ82f923WCgM
Learn what technologies you should learn first to become a back end web developer.
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.
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.
编程规范+
[英文] Google Style Guides
https://google.github.io/styleguide/
Every major open-source project has its own style guide: a set of conventions (sometimes arbitrary) about how to write code for that project. It is much easier to understand a large codebase when all the code in it is in a consistent style.
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