职位描述
Founded in 2012, Lazada Group is the leading e-commerce platform in Southeast Asia. It is accelerating progress in Indonesia, Malaysia, the Philippines, Singapore, Thailand and Vietnam through commerce and technology. With the largest logistics and payments networks in the region, Lazada is a part of its consumers' daily lives in the region and aims to serve 300 million shoppers by 2030. Since 2016, Lazada has been the Southeast Asia flagship platform of Alibaba Group, powered by its world-class technology infrastructure.
团队介绍
1. 负责商品理解算法:包括但不限于商品信息理解(文本、图片等)、多模态商品分类、属性抽取等。持续优化算法,建立离线在线一致的评估机制,提高电商搜索效率和相关性。
2. 负责平台商品运营体验优化:应用自然语言处理、知识图谱、图文多模态、大语言模型等技术,优化商品搜索相关性/商品信息质量等体验问题。
3. 技术创新:跟随大语言模型、自然语言处理、多模态表征等方向的研究前沿,结合业务特点研发适合多语言搜索场景的算法,实现技术突破与创新。
Job Description:
1. Responsible for product analysis and understanding, work including but not limited to multi-modal representation (based on titles, images, etc.), multi-modal classification, attribute extraction and content generation.
2. Design, build and maintain algorithm pipelines to improve searching relevance and efficacy, both offline and online.
3. Responsible for data collection, processing and analysis to ensure system quality and consistency.4. Keeping up to date with the state-of-the-art research and integrated applications on related fields, for possible innovations by writing patents and top-level papers.
职位要求
1、本科及以上学历,硕士博士优先,自然语言处理、计算机视觉、信号处理、运筹优化等相关专业;有扎实的数理分析基础并有交叉领域研究经验的优先;
2、熟悉常用自然语言处理/知识图谱/数据挖掘算法,特别是对各种人工智能系统等相关领域的应用问题有大量研究或者实践经验者优先,有实际成果并发表在国际顶级会议、期刊者优先;
3、熟练使用Python/C++/java/shell语言等其中一种语言优先;有基于Tensorflow, PyTorch等深度学习算法开发经验或者相关研究背景的优先;英语能力强、能够流利的听说工作相关英语的优先
Requirements:
1. Graduated with a PhD or Master’s in Natural Language Processing, Computer Vision, Knowledge Graph or equivalent fields, those with top conferences or journals are preferred.
2. Knowledge in the state-of-the-art deep learning, large language model, multi-modal representation, reinforcement learning, transfer learning methods.
3. Fluent programming skills in at least one core programming language: SQL, Java, C++ or Python and familiar with the deep learning platforms such as Tensorflow and Pytorch is a must.
4. Strong in communication, problem solving and team-work, self-driven and innovative, those with good English listening, speaking and writing are preferred.
团队介绍
1. 负责商品理解算法:包括但不限于商品信息理解(文本、图片等)、多模态商品分类、属性抽取等。持续优化算法,建立离线在线一致的评估机制,提高电商搜索效率和相关性。
2. 负责平台商品运营体验优化:应用自然语言处理、知识图谱、图文多模态、大语言模型等技术,优化商品搜索相关性/商品信息质量等体验问题。
3. 技术创新:跟随大语言模型、自然语言处理、多模态表征等方向的研究前沿,结合业务特点研发适合多语言搜索场景的算法,实现技术突破与创新。
Job Description:
1. Responsible for product analysis and understanding, work including but not limited to multi-modal representation (based on titles, images, etc.), multi-modal classification, attribute extraction and content generation.
2. Design, build and maintain algorithm pipelines to improve searching relevance and efficacy, both offline and online.
3. Responsible for data collection, processing and analysis to ensure system quality and consistency.4. Keeping up to date with the state-of-the-art research and integrated applications on related fields, for possible innovations by writing patents and top-level papers.
职位要求
1、本科及以上学历,硕士博士优先,自然语言处理、计算机视觉、信号处理、运筹优化等相关专业;有扎实的数理分析基础并有交叉领域研究经验的优先;
2、熟悉常用自然语言处理/知识图谱/数据挖掘算法,特别是对各种人工智能系统等相关领域的应用问题有大量研究或者实践经验者优先,有实际成果并发表在国际顶级会议、期刊者优先;
3、熟练使用Python/C++/java/shell语言等其中一种语言优先;有基于Tensorflow, PyTorch等深度学习算法开发经验或者相关研究背景的优先;英语能力强、能够流利的听说工作相关英语的优先
Requirements:
1. Graduated with a PhD or Master’s in Natural Language Processing, Computer Vision, Knowledge Graph or equivalent fields, those with top conferences or journals are preferred.
2. Knowledge in the state-of-the-art deep learning, large language model, multi-modal representation, reinforcement learning, transfer learning methods.
3. Fluent programming skills in at least one core programming language: SQL, Java, C++ or Python and familiar with the deep learning platforms such as Tensorflow and Pytorch is a must.
4. Strong in communication, problem solving and team-work, self-driven and innovative, those with good English listening, speaking and writing are preferred.
公司介绍
Lazada集团是东南亚旗舰电商平台。
成立10年以来,Lazada始终致力于通过商业和技术创新促进印度尼西亚、马来西亚、菲律宾、新加坡、泰国和越南等六市场发展。
今天,Lazada日渐繁荣的数字生态系统已成功帮助东南亚消费者和每月超过100万的活跃卖家链接起来,他们可以透过Lazada钱包等可信赖的支付渠道安全地进行交易,并享受到在东南亚覆盖最广的极致物流体验。Lazada集团的目标是到2030年服务三亿消费者,并成为品牌和卖家实现数字化转型的最佳选择。
2022年,Lazada基金会宣布成立,以赋能数字时代的青年和女性发展,缩小性别数字鸿沟,促进东南亚数字经济的整体发展。
工作地址
北京朝阳区融新科技中心A座
![](https://img.bosszhipin.com/beijin/upload/com/workfeel/20230427/7bf6f160950405e9639c7a35e9f6c4ce0843120d67730920341f64abc9f32e8f772abdda960ee624.jpg?x-oss-process=image/resize,w_120,limit_0)
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