网易算法测试开发工程师(游戏AI)(精英实习)
实习兼职技术地点:杭州状态:招聘
任职要求
1. 硕士及以上学历,人工智能、计算机科学与技术、软件工程、自动化等相关专业,对游戏AI与测试技术有浓厚兴趣; 2. 深入理解 CNN、Transformer 及大语言模型(LLM)等主流架构,能够设计并执行针对模型功能、精度及鲁棒性的测试方案,具备模型缺陷定位与分析能力; 3. 具备 AI 应用构建实战能力,有测试智能体或 AI辅助测试开发经验者优先;有游戏 AI、AIGC相关项目经验或游戏测试/研发经验者优先; 4. 掌握…
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工作职责
1. 深度参与网易伏羲实验室核心产品研发,聚焦游戏AI、AIGC、智能NPC、强化学习、智能体、虚拟交互等方向,负责算法质量保障与效果评估,构建全链路测试体系,守护前沿技术的落地质量; 2. 主导AI测试工具与平台的设计、开发与迭代,突破传统测试在非确定性系统下的瓶颈,提升测试效率、深度与自动化覆盖率,打造行业领先的AI测试基础设施; 3. 设计并编写自动化测试脚本,开展AI算法的性能分析、安全评估与兼容性测试,从用户体验视角推动产品质量与算法效果的持续优化; 4. 探索AI技术在测试领域的创新应用,参与测试智能体的研发,将机器学习/深度学习算法落地于自动化测试与算法效果评估场景,实现测试智能化升级; 5. 主导版本发布质量评估,识别AI算法及产品发布风险,推动研发、算法、测试团队协同,建立质量改进机制,助力产品与技术的持续迭代。
包括英文材料
学历+
CNN+
https://learnopencv.com/understanding-convolutional-neural-networks-cnn/
Convolutional Neural Network (CNN) forms the basis of computer vision and image processing.
[英文] CNN Explainer
https://poloclub.github.io/cnn-explainer/
Learn Convolutional Neural Network (CNN) in your browser!
https://www.deeplearningbook.org/contents/convnets.html
Convolutional networks(LeCun, 1989), also known as convolutional neuralnetworks, or CNNs, are a specialized kind of neural network for processing data.
https://www.youtube.com/watch?v=2xqkSUhmmXU
MIT Introduction to Deep Learning 6.S191: Lecture 3 Convolutional Neural Networks for Computer Vision
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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
智能体+
https://learn.microsoft.com/en-us/shows/ai-agents-for-beginners/
In this 10-lesson course we take you from concept to code while covering the fundamentals of building AI agents.
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
AIGC+
https://ui.adsabs.harvard.edu/abs/2023arXiv230406632W/abstract
To address the challenges of digital intelligence in the digital economy, artificial intelligence-generated content (AIGC) has emerged.
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.
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