字节跳动多模态算法工程师 - TikTok内容安全算法
校招全职A55625A地点:北京状态:招聘♡ 收藏
工作描述
任职要求 1、2027届获得硕士及以上学位,计算机、人工智能等相关专业背景; 2、具备扎实的算法基础,熟悉大语言模型、多模态大模型或视觉语言模型相关技术,对LLM、VLM、Agent、视频理解、多模态检索、RL、Agentic RL等一个或多个方向有深入理解; 3、具备扎实的算法工程实现能力,熟悉常见的大模型训练与推理框架,能够独立完成模型训练、调优、评估和性能优化; 4、具备较强的问题抽象能力和业务理解能力,能够在复杂、不确定的真实场景中提出有效技术方案,并推动落地; 5、具备良好的沟通协作能力,能够与跨职能团队共同推进高影响力项目; 6、具备大模型、计算机视觉、多模态、NLP、推荐…
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包括英文材料
学历+
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/
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
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
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.
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/
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