
Keep硬件算法(J12004)
社招全职5年以上地点:北京状态:招聘
任职要求
1、统招本科及以上学历,5 年左右相关工作经验,熟悉硬件传感器(如A+G、PPG)特性,掌握数字信号处理、机器学习、深度学习等相关知识; 2、了解人体健康相关生物医学知识,能够基于多信号融合实现运动信号检测与健康特征分析; 3、熟悉常规数据分析工具(如Python、MATLAB等),需要有C、C++代码基础; 4、有穿戴产品相关算法研发经验优先; 5、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。
工作职责
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。
包括英文材料
学历+
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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
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/
相关职位

实习
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。
更新于 2025-04-21