网易测试开发工程师（AI方向）
校招全职技术地点：杭州状态：招聘
工作描述
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与算法测试技术有浓厚兴趣； 2.了解 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.熟悉软件开发与测试基本流程，掌握软件测试基础理论，熟练使用 Locust、JMeter等常用性能测试工具，具备独立设计测试方案与编写测试用例的能力； 4.有AI辅助测试工具开发、评测数据…
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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/
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
Locust+
http://oak.cs.ucla.edu/refs/locust/index.html
Locust is an easy to use, scriptable and scalable Web performance testing tool.
[英文] Learn Locust
https://academy.qainsights.com/courses/learn-locust
Learn Locust now to performance test your application or services.
[英文] Your first test
https://docs.locust.io/en/stable/quickstart.html
A Locust test is essentially just a Python program making requests to the system you want to test.
https://www.youtube.com/watch?v=q45WwSOC42Q
Inception episode of Learn #Locust Series.
JMeter+
https://jmeter.apache.org/usermanual/build-web-test-plan.html
In this section, you will learn how to create a basic Test Plan to test a Web site.
[英文] jMeter Tutorial
https://www.tutorialspoint.com/jmeter/index.htm
jMeter is an Open Source testing software. It is 100% pure Java application for load and performance testing.
https://www.youtube.com/watch?v=dfjX7fKSP7o
Apache JMeter, a free open-source Java app to load test functions and performance.
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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