字节跳动音频算法工程师-抖音
社招全职A128781地点:上海状态:招聘
任职要求
1、具有扎实的机器学习基础,对音频技术、大模型有深入的理解,数理功底扎实,自学能力强; 2、有扎实的编码能力,熟练使用相关机器学习框架和工程框架; 3、在多模态大模型领域有经验,在短视频、图文算法领域有经验者优先; 4、在语音、人工智能领域的会议和期刊,如ICASSP、Interspeech、NIPS、ICML、ICLR等发表过论文,或在相关竞赛中取得优异成绩者优先。
工作职责
1、负责抖音短视频、直播等场景中的音频理解和生成模型能力建设,包括但不限于ASR、TTS、对话大模型、声纹、音乐理解、音频分类等; 2、跟进前沿的音频大模型技术,负责音频基础模型的预训练和后训练,探索全模态模型建模方案; 3、负责音频技术在抖音产品、推荐中的应用和落地,提升抖音短视频、直播的内容供给和分发体验。
包括英文材料
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.
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/
ICML+
https://icml.cc/
ICLR+
https://iclr.cc/
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