小鹏汽车语音算法高级/资深工程师
社招全职2年以上地点:北京状态:招聘
任职要求
1. 硕士以上学历,两年以上语音识别经验,参与过语音识别核心模块的研发工作; 2. 熟悉主流机器学习和深度学习领域相关的算法和原理, 熟练使用一种或多种机器学习框架或语音识别框架; 3. 具有独立研发和核心算法优化的能力,熟练使用C++/Java/python/perl等编程语言; 4. 扎实良好的数学基础,良好的英语阅读能力; 5. 较强的沟通能力和逻辑表达能力,良好的团队合作精神;
工作职责
1. 负责车载人机交互系统中的语音识别模块,包括语音识别,语音大模型等相关领域算法的研发与落地; 2. 追踪算法前沿技术,针对现有系统和算法的不足,提出改进并推动实现,探索将新技术应用于实际业务;
包括英文材料
学历+
语音识别+
https://www.youtube.com/watch?v=mYUyaKmvu6Y
Learn how to implement speech recognition in Python by building five projects.
https://www.youtube.com/watch?v=sR6_bZ6VkAg
How Rev.com harnesses human-in-the-loop and deep learning to build the world's best English speech recognition engine
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.
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/
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.
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.
Perl+
https://www.perl.org/learn.html
Useful links if you are interested in learning Perl
https://www.runoob.com/perl/perl-tutorial.html
本教程适合想从零开始学习 Perl 编程语言的开发人员。当然本教程也会对一些模块进行深入,让你更好的了解 Perl 的应用。
相关职位
社招
1.负责智能语音交互链路慢思考、大模型推理相关算法的研究和落地; 2.调研和实现大模型前沿算法,基于强化学习,思维链等方式,实践大模型逻辑推理能力在语音交互中落地; 3.承担智能语音链路慢思考相关的交互效果迭代; 4.负责智能语音算法组件的实现、封装、工程对接。与工程协作,完成算法模块的设计、开发、测试和优化工作;
更新于 2025-05-14
社招3年以上
1. 参与语音交互算法工程化工作(包括但不限于asr,nlp,tts,多模大模型)关联模块及端到端的架构设计和功能开发; 2. 多平台(如GPU,高通8155/8295芯片平台)的模型推理优化及加速;
更新于 2024-11-28