字节跳动面向国际电商场景的大模型应用-国际电商（新加坡）LLM Applications for International E-commerce Scenarios-Global E-Commerce (Singapore)

工作描述

任职要求
1、2027届毕业，获得博士学位，计算机科学、人工智能、数学或相关专业；
2、人工智能/机器学习专业能力：对深度学习、自然语言处理、计算机视觉、强化学习、生成式模型或多模态学习领域有深入理解及相关研究经验；
3、编程与工程能力：熟练掌握主流编程语言及机器学习框架（如PyTorch、TensorFlow），同时具备出色的问题解决能力、自主学习能力与团队协作能力。

加分项
1、学术能力：在国际人工智能/计算机领域顶级会议或期刊（如NeurIPS、ICML、ICLR、CVPR、ACL、KDD、SIGIR、WWW）发表过论文，或在权威算法竞赛中取得优异名次；
2、领域实践成果：主导或参与过搜索、广告、推荐系统或大语言模型（LLMs）相关核心项目，具备实操经验；
3、高级多模态应用能力：在多模态大模型领域具备专项技术专长，尤其擅长长文本处理，或拥有影视剧集领域相关应用落地经验。

1.Education & Foundation: Ph.D. in Computer Science, AI, Mathematics, or a related field, with a strong foundation in data structures, algorithms, and mathematical modeling;
2.AI/ML Expertise: Solid understanding and research experience in Deep Learning, NLP, CV, Reinforcement Learning, Generative Models, or Multimodal Learning;
3.Coding & Engineering: Proficient in major programming languages and machine learning frameworks (e.g., PyTorch, TensorFlow), combined with excellent problem-solving, self-learning, and teamwork skills.

Preferred Qualifications
1.Academic Excellence: Proven track record of publications in international AI/CS conferences or journals (e.g., NeurIPS, ICML, ICLR, CVPR, ACL, KDD, SIGIR, WWW) or top rankings in recognized algorithmic competitions;
2.Domain-Specific Impact: Hands-on experience in leading or participating in key projects related to Search, Advertising, Recommendation systems, or Large Language Models (LLMs);
3.Advanced Multimodal Applications: Specialized expertise in multimodal large models, particularly in …