Software Engineer, Natural Language Processing
Mercari |
Tokyo,Tokyo,Japan
Short Description
Mercari is looking for Software Engineer, Natural Language Processing who will be developing text and document classification models and combining text corpora with image and transactional data to exploit multi-modal analysis.Job Description
Responsibilities:
- Developing text and document classification models.
- Automating sentence generation.
- Performing contextual analysis.
- Developing chatbots.
- Combining text corpora with image and transactional data to exploit multi-modal analysis.
Required Skills:
Minimum Requirements
- Experience and expertise in natural language processing for text analysis, such as item descriptions and user inquiries.
- Knowledge of natural languages processing techniques such as morphological analysis, syntactic analysis, and semantic analysis.
- Knowledge of and experience with basic machine learning algorithms.
- Experience using TensorFlow, Chainer, Caffe, or other deep learning frameworks.
- Experience working on end-to-end development of machine learning applications, including prototyping, model evaluation, and error analysis, using Python or other languages.
- Ability to read and understand technical papers and documentation.
- Fundamental knowledge of SQL and data and text processing.
- Experience leading various projects and proposing solutions to tackle problems, based on knowledge of domain-specific services and systems.
Preferred Skills:
- Experience with large-scale data analysis and processing
- Experience developing web services using Flask, Django, or other web frameworks.
- Experience developing and maintaining microservices using Docker/Kubernetes.
- Experience publishing or presenting academic papers.
- Experience applying for patents.
Software Engineer, Natural Language Processing
Mid-Senior-level
Information Technology
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Information
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Technology
Full-time
Engineering
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Information Technology
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Other
Software Engineer
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NLP
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Natural Language Processing
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Natural Language Management
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Data Engineer
Mercari was launched in 2013 and has since become the largest mobile marketplace in Japan with over 75 million downloads worldwide.
Currently, Mercari is on a mission to become a global marketplace, and with a fast-growing user base in the US of over 20 million downloads and a new office in the UK, we are on our way to doing just that. We are serious about creating innovative services that will leave an impression worldwide and change the way the world shops.
Sound exciting? Then why don't you come along for the ride?
Our mission is to create value in a global marketplace where anyone can buy & sell. We have three core company values that bind us together as a company:
Go Bold
All For One
Be Professional