腾讯腾讯营销-多模态大模型算法工程师
社招全职3年以上腾讯广告技术地点:上海状态:招聘
任职要求
1.计算机相关专业硕士及以上学历,博士优先,具有扎实的计算机和机器学习基础,拥有优秀的的编程能力和工程能力; 2.在计算机视觉、多模态、NLP、AIGC、机器学习等一个或多个领域有较深入的研究,包括但不限于LLM/MLLM、商品理解、视频内容理解、图像检索、目标检测、图像生成/编辑、视频生成/编辑、语言理解和生成; …
登录查看完整任职要求
微信扫码,1秒登录
工作职责
1.参与商业化领域的多模态基础大模型的研发,包含领域数据挖掘、模型结构设计和训练机制优化等; 2.将商业化领域的多模态大模型应用于用户/内容/广告/商品理解、个性化内容生成、广告搜推等业务领域,提升业务效果; 3.跟踪前沿算法研究(如预训练、后训练、强化学习、持续学习、理解&生成统一模型、图像/视频生成等),在商业化场景进行技术验证与落地。
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.
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.
AIGC+
https://ui.adsabs.harvard.edu/abs/2023arXiv230406632W/abstract
To address the challenges of digital intelligence in the digital economy, artificial intelligence-generated content (AIGC) has emerged.
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
还有更多 •••