小鹏汽车【26届校招】Research Scientist (Audio)
校招全职地点:深圳 | 上海 | 北京 | 香港状态:招聘
任职要求
1、计算机、电子工程、人工智能等相关领域硕士及以上学历; 2、在语音多模态方向具备扎实积累,熟悉多模态任务建模,跨模态模型设计与训练经验; 3、具有扎实的机器学习算法基础,在语音处理、自然语言处理等相关专业领域有研究经验,曾以第一作者身份在ACL/Interspeech/ICASSP/CVPR/CoRL/ICRA/NeurIPS/ICLR/ICML等顶会顶刊上发表过论文; 4、熟练使用PyTorch/TensorFlow等深度学习框架,具备良好的代码实现能力; 5、具有良好的团队合作能力和沟通能力。 加分项 1、计算机、电子工程、信号处理、人工智能、机器人等相关领域博士学历; 2、有语音多模态、大模型、机器人相关研究和项目经验,有国际影响力的论文主要作者或项目主导者; 3、具有优秀的代码能力,如ACM/ICPC、NOI/IOl、Top Coder、Kaggle等比赛获奖者; 4、具备解决复杂问题的经验,并能比较各种解决方案,并根据不同的视角确定前进方向。具备基于机器学习和/或深度学习方法构建系统的经验。
工作职责
1、面向机器人语音交互,打造行业领先的语音大模型,支撑真实世界中的自然、多轮、低时延、人机语音交互,并可在机器人/边缘设备高效部署。形成持续的技术影响力并引领国际行业发展。
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.
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/
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
CVPR+
https://cvpr.thecvf.com/
NeurIPS+
https://neurips.cc/
ICLR+
https://iclr.cc/
ICML+
https://icml.cc/
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.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
Kaggle+
[英文] Kaggle Learn
https://www.kaggle.com/learn
Gain the skills you need to do independent data science projects.
相关职位
校招
1、构建行业领先的世界模型,为具身场景提供生成式仿真能力。强化世界模型的长程时空记忆,物理属性模拟能力,实现可泛化、可落地、可scaling的世界模型,形成持续的技术影响力并引领国际行业发展。
更新于 2025-08-21