腾讯微信视频号-多模态大模型高级算法工程师-(北京)
社招全职2年以上视频号短视频技术地点:广州状态:招聘
任职要求
1.计算机科学、人工智能、自然语言处理等相关专业硕士以上学历; 2.熟练掌握大模型训练、微调(如LoRA/P-tuning)、生成控制(如Prompt Engineering、Reward Model)等技术; 3.具备文案生成、推荐系统或大模型应用落地经验者优先。
工作职责
1.负责多模态大模型(图文、视频)在红点推送、本地生活推荐等业务场景中的技术探索与落地应用,提升内容生成精准度和用户转化效率; 2.结合业务数据特点,优化多模态模型的后训练、领域微调、生成控制等技术,实现文案创意生成、个性化推荐、分发策略联动的闭环优化; 3.深入理解用户行为和场景需求,探索多模态生成模型与推荐系统的深度融合,提升内容触达的实时性和相关性。
包括英文材料
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.
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
Prompt+
https://cloud.google.com/vertex-ai/generative-ai/docs/learn/prompts/introduction-prompt-design
A prompt is a natural language request submitted to a language model to receive a response back.
https://learn.microsoft.com/en-us/azure/ai-foundry/openai/concepts/prompt-engineering
These techniques aren't recommended for reasoning models like gpt-5 and o-series models.
https://www.youtube.com/watch?v=LWiMwhDZ9as
Learn and master the fundamentals of Prompt Engineering and LLMs with this 5-HOUR Prompt Engineering Crash Course!
推荐系统+
[英文] Recommender Systems
https://www.d2l.ai/chapter_recommender-systems/index.html
Recommender systems are widely employed in industry and are ubiquitous in our daily lives.
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