优酷优酷-嵌入式软件开发技术专家-深圳
社招全职5年以上地点:深圳状态:招聘
任职要求
1、学历与经验: • 本科及以上学历,计算机、电子信息工程、计算机视觉等相关专业; • 工作五年以上,需具备3年以上嵌入式AI落地经验或者视觉算法的开发经验; • 有RTOS平台量产经验者优先(如FreeRTOS/ThreadX/Zephyr)。 2、核心技术能力: • 嵌入式开发: • 精通C/C++,熟悉RTOS核心机制(任务调度、线程同步、内存管理); • 掌握嵌入式编译构建工具(CMake/交叉编译链)及调试技术(JTAG/Perfetto); • AI与视觉算法: • 熟悉计算机视觉算法(人脸识别FaceNet/手势识别3D CNN)及框架(PyTorch/TensorFlow); • 具备端侧模型轻量化经验(量化/蒸馏/模型转换工具ONNX/TFLite Converter); • 熟悉至少一种端侧芯片SDK(HiAI/SNPE/RKNN)及跨平台调用(JNI/NDK)。 3、工程实践能力: • 主导过嵌入式AI产品(如智能家居交互、机器人视觉模块)的完整落地; • 熟悉NPU开发流程,能针对芯片特性优化模型架构与算子性能; • 具备复杂问题拆解能力,能独立完成性能瓶颈分析与调优。 4、综合素质: • 技术视野开阔,对多模态交互、边缘计算等方向有浓厚兴趣; • 责任心强,具备跨团队协作能力与抗压能力。
工作职责
1、嵌入式AI系统开发: • 负责RTOS系统平台上多模态AI终端产品的研发,包括方案评估、软件架构设计、核心功能模块(如人脸/手势识别、行为分析)开发与部署; • 主导端侧AI模型轻量化、跨平台推理框架适配(TensorFlow Lite/MNN/NCNN)及NPU芯片的性能优化(如内存、功耗、实时性); • 结合硬件特性设计轻量化模型架构,完成从算法训练到嵌入式端侧部署的全链路开发。 2、多模态算法工程化: • 优化计算机视觉算法在嵌入式设备(IoT/AR硬件/AI机器人)的落地效果,解决低算力、高延迟、多干扰场景下的工程挑战; • 开发芯片算子库适配方案,参与芯片选型、AI工具链优化及端云协同架构设计; • 探索多模态交互(视觉+语音+传感器)在智能终端的创新应用,如AI玩偶、陪伴机器人等。 3、跨团队协作与交付: • 与芯片厂商、算法团队、硬件团队协同开发,主导端侧SDK集成及性能调优,确保产品按时交付; • 支持产品量产落地,保障系统稳定性与用户体验。
包括英文材料
学历+
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
CMake+
https://cmake.org/getting-started/
We want to give you the resources you need to confidently leverage CMake as your build system of choice.
https://learnxinyminutes.com/zh-cn/cmake/
CMake 是一个跨平台且开源的自动化构建系统工具。通过该工具你可以对你的源代码进行测试、编译或创建安装包。
https://www.youtube.com/watch?v=7YcbaupsY8I
CMake introduction for absolute beginners.
消息队列+
https://www.youtube.com/watch?v=xErwDaOc-Gs
RTOS+
[英文] RTOS Fundamentals
https://www.freertos.org/Documentation/01-FreeRTOS-quick-start/01-Beginners-guide/01-RTOS-fundamentals
A Real-Time Operating System (RTOS) is a type of computer operating system designed to be small and deterministic.
编程规范+
[英文] Google Style Guides
https://google.github.io/styleguide/
Every major open-source project has its own style guide: a set of conventions (sometimes arbitrary) about how to write code for that project. It is much easier to understand a large codebase when all the code in it is in a consistent style.
信号量+
[英文] What Is a Semaphore?
https://www.baeldung.com/cs/semaphore
In this tutorial, we’ll dive into a powerful and well-known process synchronization tool: semaphore.
https://www.youtube.com/watch?v=ukM_zzrIeXs
In this video, I try to provide some insight into how they work, and an example of where you could use semaphores to coordinate different processes.
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
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/
FreeRTOS+
https://www.freertos.org/Documentation/01-FreeRTOS-quick-start/01-Beginners-guide/00-Overview
Our beginner's guides are here to help you get up to speed quickly and easily with FreeRTOS.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
ONNX+
https://github.com/onnx/tutorials
Open Neural Network Exchange (ONNX) is an open standard format for representing machine learning models.
[英文] Introduction to ONNX
https://onnx.ai/onnx/intro/
This documentation describes the ONNX concepts (Open Neural Network Exchange).
SDK+
https://www.ibm.com/think/topics/api-vs-sdk
Learn about software development kits (SDKs) and application programming interfaces (APIs) and how they improve both software development cycles and the end-user experience (UX).
https://www.redhat.com/zh-cn/topics/cloud-native-apps/what-is-SDK
软件开发套件(SDK)是通常由硬件平台、操作系统(OS)或编程语言的制造商提供的一套工具。
JNI+
https://www.baeldung.com/jni
JDK introduces a bridge between the bytecode running in our JVM and the native code (usually written in C or C++).
https://www.youtube.com/watch?v=pyXnX2SEaFc
Become an expert the Java Native Interface with this 28-hour course.
NDK+
https://developer.android.com/ndk/guides
The Native Development Kit (NDK) is a set of tools that allows you to use C and C++ code with Android.
https://www.youtube.com/watch?v=YvCRlJToCAg
While most Android apps are written in pure Java, Android's Native Development Kit (NDK) enables us to access code written in C/C++ via Java Native Interface (JNI).
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