OPPO高级AI研究员(大模型&多模态)
社招全职SOFTWARE地点:深圳状态:招聘
任职要求
1、在计算机、人工智能等相关专业获得硕士或博士学位 (特别优秀的本科生毕业生亦可申请); 2、扎实的机器学习基础,熟悉NLP、RL等领域的技术,在ACL/EMNLP/NAACL/NeurIPS/ICML/ICLR等顶级会议上发表论文者优先; 3、优秀的代码能力、数据结构和基础算法功底,熟练C/C++或Python,ACM/ICPC、NOI/IOI、Top Coder、Kaggle等比赛获奖者优先; 4、在大模型等领域,主导过大影响力的项目或论文者优先; 5、出色的问题分析和解决能力,能深入解决大模型训练和应用存在的问题,有自主探索解决方案的能力; 6、良好的沟通协作能力,能和团队一起探索新技术,推进技术进步。
工作职责
在公司个性化AI相关的大模型/多模态大模型等相关领域进行前沿研究,包括但不限于: 1. 大模型推理和个性化技术,包括模型对齐、推理能力增强、强化学习、个性化推理等研究方向; 2. AI Agent相关技术,如搜索增强/GUI Agent/自主学习Agent/Agent自动生成等; 3. AI搜索相关技术,如工具调用、推理模型、检索增强、多模态检索等; 4. 相关应用落地,包括个性化AI平台、Deep Research、AI创作等; 5. 更多前沿研究方向和未来生活应用场景的深入研究和探索
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.
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.
NeurIPS+
https://neurips.cc/
ICML+
https://icml.cc/
ICLR+
https://iclr.cc/
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
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.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
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.
Kaggle+
[英文] Kaggle Learn
https://www.kaggle.com/learn
Gain the skills you need to do independent data science projects.
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
相关职位
社招SOFTWARE
【岗位职责】 1、开发和优化大模型推理系统。研究面向大语言模型、多模态模型、视觉生成模型的推理加速技术,不限于并行解码、稀疏注意力、采样优化等技术方向。 2、跟踪学术界和工业界的最新推理加速技术,进行分析和优化,推进落地。 3、进行大模型推理加速技术创新,发表高水平论文。
更新于 2025-10-16
校招AI/算法类
进行个性化AI(大模型和智能体个性化)和AI记忆系统相关的学术研究和算法落地: 1. 大模型和智能体个性化技术,包括个性化模型对齐、个性化推理/解码、个性化AI的评估和Benchmark等研究方向; 2. AI/Agent长短期记忆系统的算法和架构搭建以及评估体系的构建,包括推理模型/检索模型等; 3. 相关应用落地,包括小布记忆、个性化引擎、AI Memory等; 4. 更多前沿研究方向和未来生活应用场景的深入研究和探索。
更新于 2025-07-21
校招AI/算法类
上海方向: 1.开发和优化大模型推理系统。研究面向大语言模型、多模态模型、视觉生成模型的推理加速技术,不限于并行解码、稀疏注意力、采样优化等技术方向。 2.跟踪学术界和工业界的最新推理加速技术,进行分析和优化,推进落地。 3.进行大模型推理加速技术创新,发表高水平论文。 【岗位资源】 1.真实大模型推理加速场景需求、AI大模型推理系统、计算资源 2.与知名高校资深老师团队科研合作,提供例行科研沟通合作机会。 3.业界资深研究员带队技术探索、落地、论文写作发表。 深圳方向: 1. 参与或主导端云协同机器学习算法预研工作,跟进机器学习前沿发展; 2. 参与深度学习模型优化、压缩,设备端算法落地; 3. 指导和参与新技术与理论在实际业务中的落地应用; 4. 参与端云协同系统的研究落地转化,包括系统主要模块算法的设计、验证、实现和上线闭环,并在过程中沉淀对应学术成果。
更新于 2025-07-21