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海外职位 - 日本Rakuten 大数据平台工程师+ 三星电子中国研究院计算机视觉算法工程师

时间:2019-12-09 来源:果妈的小确幸

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公司及部门简介

Position Summary:

The Data Platform Department (DPD) is building out the next generation enterprise data platform that will change the way Rakuten users find, query and analyse data at massive scale and become the hub of analytical innovation. The next generation platform not only looks to automate the processes involved with ingesting, discovering, governing and querying data but also support Rakuten's drive to become completely data-driven across more than 70 services.


We are looking for highly technical Data Engineers to support the development of the data platform handle both batch and streaming data sets at the petabyte scale. As a Data Engineer, you will be creating creating the building blocks of the data platform that will support developers in creating highly performant data pipelines using technologies such as Apache Hive, Apache Atlas, Apache Oozie, Apache Flink, Apache Kafka and many more.


Responsibilities:


  • Work closely with the delivery team across the development lifecycle to understand the requirements, support the design of the high-level architecture and take responsibility for the low-level architecture.

  • Create the building blocks (e.g. JDBC/File Consumers, Stream Consumers) to streamline development of larger data pipelines on the multi-tenant platform

  • Contributes to the technical strategy and architecture for key product modules, assembly and testing.

  • Work with Testers to troubleshoot and debug code

  • Operate in an Agile/Scrum environment to deliver high quality software against aggressive schedules


Minimum Qualifications:


  • Bachelor's degree in Computer Science, Electrical Engineering, or related technical field

  • 5+ years of experience developing software in Java

  • Experience in parallel programming, scheduling, SQL and RDBMS concepts and best practices

  • Extensive experience with distributed data storage and large-scale data processing using Hadoop, Hive, Oozie, Spark

  • Extensive experience in ETL/ELT and business intelligence

  • Experience with data warehousing systems and techniques for large enterprises

  • Experience with streaming technologies such as Kafka, Flume and Kinesis

  • Experience with web service technologies and integration patterns


Preferred Qualifications:


  • Experience in using HortonWorks HDP and/or HDF platforms

  • Experience in Data Governance

办公地点:东京
职位优势有这些: 
- 纯英文办公环境,日语零基础也不需要担心,事实上公司搞大数据的一大半都是中国人。 
- 公司一般会代办工作签证,拖家带口也无需担心(可以自行和HR再确认一下) 
- 国际化团队(我们这个组大概有10-15个国家的人吧,日本人占不到10%) 
- 工程师文化,无需担忧传统日式管理的问题,上下班时间灵活,和老板打好招呼即可。 
- 对出海来说最主要的:近,想回就回
附上今天在公司随手拍的外景,富士山和二子玉川都在里面了,环境还不错
欢迎来信咨询/投简历,联络方式: lei.ai@rakuten.com


【三星电子中国研究院】 
职位名称: 计算机视觉算法工程师    
        
职位描述:
与深度学习与视觉领域的资深专家合作,从事基于深度学习的文字/图像检测、识别、分割、跟踪、人体姿态估计、视频分割、生成对抗网络等方向的前沿技术研发。
三星电子中国研究院Vision Computing LAB,在深度学习领域有顶尖的团队,深厚的技术积累、丰富的数据和计算资源。
职位基本要求:
1.硕士及以上学历,计算机、电子、自动化、数学等相关专业
2.熟悉Python或其它至少一种脚本语言
3.熟悉C/C++编程
4.熟悉深度学习理论和算法
5.熟悉至少一种深度学习框架(TensorFlow/Caffe/MXNet/PyTorch/Keras/Theano等)
6.对前沿技术有热情,有良好的团队合作精神
深度学习方向: 
1.熟悉基于深度学习的文字/图像检测、识别、分割、跟踪等,有实际项目经验
2.在该领域发表过优秀论文者优先
3.在该领域参加竞赛并获得优异成绩者优先
  
深度学习优化方向:
1.熟悉深度学习模型优化和加速算法,有实际项目经验
2.熟悉深度学习嵌入式移植和优化,有实际项目经验
  
生成对抗网络方向:
1.熟悉生成对抗网络基本理论,熟悉该领域前沿
2.熟悉生成对抗网络在语义分割、深度抠图、样本生成、风格转换、自动着色、图像生成、图像编辑、对抗攻防等领域的应用,有实际项目经验
3.数学功底扎实,英文文献阅读能力强 
  
人体姿态估计方向: 
1.熟悉Human Pose Estimation/Tracking, Hand Skeleton, Head Pose Estimation,densepose, 3D pose, activity recognition等,有实际项目经验 
2.在该领域发表过优秀论文者优先 
3.在该领域参加竞赛并获得优异成绩者优先 
  
视频方向: 
1.熟悉基于视频的检测、分割、跟踪、定位、分类、行为识别等,有实际项目经验 
2.在该领域发表过优秀论文者优先