Senior Research Scientist, Language Program - Rakuten Institute of Technology Tokyo (RIT)
Rakuten Crimson House, Japan
Rakuten
楽天グループ株式会社のコーポレートサイトです。企業情報や投資家情報、プレスリリース、サステナビリティ情報、採用情報などを掲載しています。楽天グループは、イノベーションを通じて、人々と社会をエンパワーメントすることを目指しています。Job Description:
Business Overview
Rakuten is the one of the largest internet service companies globally and provides more than 70 services spanning eCommerce, finance, telecommunications, sports and much more to approximately 1.4 billion customers. Rakuten Institute of Technology (RIT) is the dedicated Research and Innovation department of Rakuten, with teams in Tokyo, Paris, Boston, San Mateo, Singapore, and Bengaluru.
Department Overview
The Language program, which is one of our core science programs, aims to automatically create a well-organized product catalog using advanced NLP and ML technologies to generate structured information from unstructured product titles, descriptions, and images. We are also interested in leveraging weakly/semi-supervised and unsupervised techniques to incorporate signals beyond traditional sources, such as customer behavior data, to augment our language understanding. We are looking for research scientists with a strong research background in the NLP field and strong motivation to join the Language program.
Position:
Why We Hire
We have a huge amount of real business data, powerful and reliable computer environments, and brilliant scientists and engineers that empower people and society through AI technologies. We are hiring more research scientists to scale up our ability of empowerment. You will be excited that the cutting-edge technologies you develop have an enormous impact on real businesses.
Position Details
-Design algorithms and build proto-type systems to solve defined, scientific problems
-Demonstrate algorithms / proto-type systems to business stakeholders
-Collaborate with engineers to deploy algorithms / proto-type systems into production services
-Collaborate with other scientists on research and paper publications
-Participate in scientific conferences and contribute to scientific community with paper publications
Mandatory Qualifications:
- Ph.D. in computer science, related research field or equivalent experience.
- Strong publication record at top conferences and journals in NLP, machine learning, information retrieval, data mining, or other related research fields, (e.g., ACL, EMNLP, ICLR, ICML, NeurIPS, SIGIR, The Web Conf (WWW), WSDM, KDD, and AAAI).
- English fluency for communicating with researchers, engineers, and business stakeholders
- Proficiency in reading and processing Japanese text (our product catalog is written in Japanese)
- Coding skills: fluency in Python
- Model development skills: fluency in PyTorch
- Experience with Linux environment
Desired Qualifications:
- Coding skills: fluency in C / C++ / Java
- Experience in distributed computing such as Spark and Hadoop
- Japanese fluency for communicating with researchers, engineers, and business stakeholders.
Additional information on Secondment
None
Additional information on English Qualification
English (Overall - 4 - Fluent)
#engineer #jobcategory02 #datascientist #researcher #jobsubcategory12 #technologyservicediv #organization11 #Java #programminglanguage02 #Python #programminglanguage06 #C #programminglanguage09 #Csharp #programminglanguage10
Languages:
English (Overall - 4 - Fluent)* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Data Mining E-commerce EMNLP Finance Hadoop ICLR ICML Java Linux Machine Learning ML models NeurIPS NLP Python PyTorch Research Spark
Perks/benefits: Career development Conferences
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