
Keep硬件算法(J11986)
实习兼职地点:北京状态:招聘
任职要求
1、计算机、电子、通信或相关专业在读研究生,具有扎实的数学与编程基础; 2、熟悉常见信号处理算法、机器学习方法及数据分析工具(如Python、MATLAB等); 3、了解嵌入式系统及硬件基础知识,具备一定的传感器原理和数据采集经验者优先; 4、良好的团队合作精神与沟通能力,能够在跨部门协作中快速学习并适应工作需求; 5、具备生理学、运动科学相关研究方向优先。
工作职责
1、参与穿戴设备核心算法的研发,包括传感器数据采集、预处理与特征提取; 2、协助设计并优化运动检测、生理信号分析、姿态识别等相关算法; 3、与硬件、嵌入式及软件团队协作,确保算法在实际设备中的高效实现; 4、根据测试反馈不断调整和改进算法,提升设备性能和用户体验; 5、撰写相关技术文档和报告,记录实验结果及改进方案。
包括英文材料
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/
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
数据分析+
[英文] Data Analyst Roadmap
https://roadmap.sh/data-analyst
Step by step guide to becoming an Data Analyst in 2025
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.
MATLAB+
https://matlabacademy.mathworks.com/?page=1&sort=featured
Learn MATLAB and Simulink through interactive, in-product exercises
https://www.mathworks.com/help/matlab/getting-started-with-matlab.html
Millions of engineers and scientists worldwide use MATLAB® to analyze and design the systems and products transforming our world.
https://www.youtube.com/watch?v=7f50sQYjNRA
Learn the fundametnals of MATLAB in this tutorial for engineers, scientists, and students.
相关职位

社招5年以上
1、负责穿戴设备核心运动健康算法的研发,包括传感器数据处理与特征提取、机器学习模型搭建多项任务; 2、协同硬件、嵌入式及软件团队设计并优化运动检测、生理信号分析、姿态识别等相关算法; 3、根据测试反馈不断调整和改进算法,提升设备性能和用户体验。
更新于 2025-07-11