阿里巴巴数据技术及产品部-多模态大模型算法工程师-杭州/北京
社招全职2年以上技术类-算法地点:北京 | 杭州状态:招聘
任职要求
1、硕士及以上学历,计算机科学与技术、数学等相关专业优先; 2、有 2 年以上多模态大模型相关算法研发经验,熟悉常见的深度学习框架(如Tensorflow、Pytorch),有多模态大模型(VLM / MLLM / Omni)训练经验者优先; 3、熟练掌握机器学习、自然语言处理、计算…
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工作职责
1、和集团内基础大模型团队紧密合作,研发多模态数据理解与处理算子,覆盖图像、视频、音频等多模态数据的识别、理解、质量评估等核心能力,以高质量合成数据驱动集团大模型实现行业领先 2、负责多模态领域专家模型的研发,负责从任务定义、数据构建、模型训练、推理优化、评测迭代到业务落地的全流程闭环,持续提升模型的泛化能力与稳定性。 3、负责全模态理解大模型的研发,持续优化模型从底层感知(时空定位、细粒度识别)到高阶认知(结构化输出、逻辑推理)的核心能力,打造业界sota。 4、探索创新的多模态/全模态大模型训练范式,撰写发表创新论文或技术报告,参与模型开源与社区建设。
包括英文材料
学历+
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
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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.
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.
还有更多 •••