小米测试工程师-实习
实习兼职地点：北京状态：招聘
任职要求
1、本科及以上学历，计算机、数学、统计学、模式识别、图像处理等相关方向； 2、熟悉Testrail、Jira等测试管理工具，熟悉Linux常用指令，熟悉C/C++、Java、Python任一编程语言 3、对当前AIGC大模型算法评估有成体系的方法论，主客观评价方法都较为精通，对主流AIGC大模型…
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工作职责
1、负责AI算法效果的测试 2、根据算法原理和用户场景，设计并构建数据集，进行全面，准确、高效的算法效果评估 3、根据测试需求或测试用例模拟测试场景、执行测试，协助进行bug跟踪和回归测试，保证产品质量 4、根据用户体验需求，制定AI算法的评估指标体系和质量标准 5、开发AI算法效果评测工具，提升算法测试效率
包括英文材料
学历+
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
图像处理+
https://opencv.org/blog/computer-vision-and-image-processing/
This fascinating journey involves two key fields: Computer Vision and Image Processing.
https://www.geeksforgeeks.org/python/image-processing-in-python/
Image processing involves analyzing and modifying digital images using computer algorithms.
https://www.youtube.com/watch?v=kSqxn6zGE0c
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python!
Linux+
https://ryanstutorials.net/linuxtutorial/
Ok, so you want to learn how to use the Bash command line interface (terminal) on Unix/Linux.
https://ubuntu.com/tutorials/command-line-for-beginners
The Linux command line is a text interface to your computer.
https://www.youtube.com/watch?v=6WatcfENsOU
In this Linux crash course, you will learn the fundamental skills and tools you need to become a proficient Linux system administrator.
https://www.youtube.com/watch?v=v392lEyM29A
Never fear the command line again, make it fear you.
https://www.youtube.com/watch?v=ZtqBQ68cfJc
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
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.
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1、负责AI算法效果的测试 2、根据算法原理和用户场景，设计并构建数据集，进行全面，准确、高效的算法效果评估 3、根据测试需求或测试用例模拟测试场景、执行测试，协助进行bug跟踪和回归测试，保证产品质量 4、根据用户体验需求，制定AI算法的评估指标体系和质量标准 5、开发AI算法效果评测工具，提升算法测试效率
更新于 2025-10-14北京
