vivoAI算法专家
社招全职10年以上研发类地点:深圳状态:招聘
任职要求
1、硕士及以上学历,专业领域为计算机科学、机器学习、深度学习、自然语言处理、计算机视觉等; 2、发表过AI、NLP或CV领域顶级会议论文至少1篇; 3、具备大规模预训练模型、深度学习、机器学习、自然语言处理和多模态学习等领域的深厚理论基础和丰富实践经验; 4、熟练掌握Python、Java、C/C++等编程语言中的至少一种,熟练掌握PyTorch、TensorFlow等深度学习框架; 5、具有深度学习算法在移动设备或云端推理优化的经验; 6、具备良好的技术认知规划能力,能够前瞻性地规划技术发展路线,特别是针对AI手机的多模态和个人化能力; 7、具备良好的逻辑思维能力、沟通协作能力、自我学习能力,保持对事物的好奇心。
工作职责
岗位1:AI大模型算法专家 1、负责面向个人化大模型的大规模预训练模型的算法研究与开发,解决关键技术问题,提高模型在长上下文处理能力及逻辑推理能力方面的表现,减少大模型的幻觉问题; 2、对大规模模型结构进行创新和优化,提高其性能和效果,推动模型在AI手机的多模态和个人化应用场景中的应用; 3、围绕AI手机的大模型技术进行认知规划,制定前瞻性的技术发展路线,提升多模态和个人化能力; 4、跟进最新的文本、多模态预训练相关技术,结合公司业务需求,进行针对性的算法研发; 5、撰写并发表顶级会议论文,参加各种公开竞赛,提升团队的技术影响力,分享最新研究成果和技术动态。
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.
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.
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.
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.
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.
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
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.
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
社招8年以上设计类
1、负责面向个人化大模型的大规模预训练模型的算法研究与开发,解决关键技术问题,提高模型在长上下文处理能力及逻辑推理能力方面的表现,减少大模型的幻觉问题; 2、对大规模模型结构进行创新和优化,提高其性能和效果,推动模型在AI手机的多模态和个人化应用场景中的应用; 3、围绕AI手机的大模型技术进行认知规划,制定前瞻性的技术发展路线,提升多模态和个人化能力; 4、跟进最新的文本、多模态预训练相关技术,结合公司业务需求,进行针对性的算法研发; 5、撰写并发表顶级会议论文,参加各种公开竞赛,提升团队的技术影响力,分享最新研究成果和技术动态。
社招10年以上研发类
一、 1. 负责端侧基座大模型相关算法研究、重难点技术攻关,下游应用场景包括面向手机场景的文本、多模态内容生成和理解任务(智能手机助手、UI-Agent等)。 2. 跟进业界最新的文本、多模态预训练、强化学习、推理增强模型相关技术和方法,根据公司内重点业务场景的需求,研发行业领先的原创性算法,提供行业领先的端侧基座模型。 3. 顶会论文发表,对外技术分享,提高团队整体技术影响力。 二、
更新于 2025-06-27