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这是一条镜像帖。来源:北邮人论坛 / job-info / #942672同步于 2022/6/2
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【社招】【内推】新加坡Shopee后端/数据/SRE/PM/NLP 招聘

z690287541
2022/6/2镜像同步0 回复
内推联系微信:15810879441或发送简历至邮箱 chenxi.zhou@shopee.com 面试全程跟进 1. Backend Software Engineer - Marketplace Tech Services 工程与技术团队是Shopee平台开发的核心。 该团队由来自世界各地的一群充满热情的工程师组成,致力于使用最合适的技术构建最佳系统。 我们的工程师不仅仅解决手头上的问题; 我们为持久的未来奠定了基础。 我们不会限制自己能做什么或不能做什么; 我们将事情掌握在自己手中,即使这意味着深入到计算平台的底层。 Shopee的超级增长业务规模已将大多数“无辜”问题转变为巨大的技术挑战,如果您像我们一样热爱技术,那么除了这里,没有更好的地方可以直接体验它。 团队介绍 As a Tech Platform team, the Marketplace Tech Services team supports Shopee’s business growth by providing reliable and sustainable technical products and solutions. The team builds common services, frameworks, libraries and practices that promote the unification of backend architecture, improve engineering efficiency and ensure that the development for all marketplace backend services are smooth, stable and aligned. 岗位职责 Design and build Gateway Services with high performance and reliability Implement high-quality composition-layer services and platform-level services to support shared features for all teams Build technical products including unified data access layer, service frameworks, common libraries and practices for backend teams to accelerate the tech stack evolution towards a unified backend architecture Create high-quality software development kits, explore innovative technologies and practices to improve engineering efficiency and development experience Collaborate with other Tech Teams to implement company-level solutions for analyzing and improving efficiency, scalability, and stability of various system resources and managing services sustainably 任职要求 Bachelor's or higher degree in Computer Science or related fields More than 2 years of relevant experience Passionate about coding and programming, innovation, and solving challenging problems In-depth understanding of computer science fundamentals (data structures and algorithms, operating systems, networks, databases, etc) Strong and hands-on experience with at least one of the programming languages: Go, Python, C++, Java Strong logical thinking abilities Skills below are optional but preferable Hands-on experiences and knowledge on relational databases such as MySQL Familiar with Linux development environments and multi-threaded programming Familiar with common network protocols (TCP, UDP, HTTP) and network programming Experience in server/web security Experience in design and development of large-scale distributed systems Hands-on experiences in Web Service frameworks and performance tuning of Web Server 2. Backend Software Engineer - Promotion/Messaging 团队介绍 The Promotion Engineering team works on features and systems that support Shopee's unique promotion mechanisms and strategies. This includes features such as Vouchers, Flash Sales, Bundle Deals and more. These promotion mechanisms are critical components of our Shopee Marketplace that provide discounts to our buyers, drive traffic to our platforms and boost orders for our sellers. 岗位职责 Designing and implementing systems and features to support various promotional mechanisms and strategies Building, designing and implementing distributed systems that are optimised for performance, scalability and availability Writing high-quality, clean and maintainable code using engineering best practices (unit testing, source control, continuous integration, automation, design patterns, etc.) 任职要求 Bachelor's or a higher degree in Computer Science or related fields Relevant experience in Backend Development Strong logical thinking skills Strong hands-on experience with at least one of the commonly used languages, such as Golang/Python/C++/Java In-depth understanding of Data Structures and Algorithms, Networking, OS and other Computer Science fundamentals Familiar with commonly used Databases, such as MySQL Familiar with commonly used Middlewares, such as Redis and Kafka Familiar with common network protocols (HTTP/TCP) Familiar with distributed systems, performance tuning, massive concurrency handling, and caching mechanisms 3. Algorithm Engineer - Natural Language Processing/Knowledge Graph, Marketplace Intelligence 团队介绍 The Marketplace Intelligence team of Shopee explores opportunities from large amounts of data to benefit business in decision-making, and improves customer experiences with intelligent algorithms. We aim to serve our users better via state-of-the-art approaches and appropriate strategies. This requires techniques including but not limited to natural language processing, machine learning, knowledge graph, etc. We build sustainable and scalable data services, and provide elegant products which bring better user experiences and efficient solutions. We cover all product-related data, which involves multiple languages. We aim to transfer a large volume of free text information to a structured, explainable and understandable knowledge. 岗位职责 Responsible for building algorithms with text/image information to provide product knowledge graphs, including SPU base, brand base, product attribute base, similar product, etc Resolve complex problems by providing comprehensive solutions using multiple techniques Understand business requirements to formulate actionable items Continuously improving solutions to adapt to the rapidly evolving business requirements 任职要求 Experience in programming languages such as Python. Experience in SQL, Spark. Experience in deep learning frameworks such as PyTorch, Tensorflow, Keras, etc. Experience in machine learning libraries such as nltk, scikit-learn, etc. Familiar with required NLP related techniques such as named entity recognition, entity linking, relation extraction, classification, clustering, graph neural networks, embedding learning, meta learning, transfer learning, and few-shot learning, etc. Familiar with various supervised and unsupervised models to uncover insights from large scale text data. Good communication skills to explain natural language processing and machine learning solutions to non-technical teams Experiences in processing large volume data and accelerating model inference speed are good to have. 还有其他岗位急招: o URGENT Data Engineer - Marketplace o URGENT Database Engineer o URGENT Site Reliability Operation Engineer o URGENT SRE App o NEW URGENT Data Product Management – Customer Service o NEW URGENT Product Management - Content Understanding o URGENT Application Security Leader o URGENT Business Product Management - Country Apps & Platforms o URGENT Financial Services Product Management – Risk and Compliance o URGENT Offensive Security Leader o URGENT Product Management - Digital Products o URGENT Product Management - Promotion o URGENT Product Management - Search o URGENT Product Risk Management o URGENT [ATS] Senior Data Analyst - Marketing Analytics o NEW [ATS] Data Analyst Lead - Key Metrics & Research o NEW [ATS] Senior Data Analyst, Brand Analytics o [ATS] Regional BI & Planning - Retail Business Analytics
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