Software Engineer, Machine Learning/Natural Language Processing
Full time
Location Tokyo
Industry IT Services, Engineering, Technology
Languages Japanese: (Conversational (N4))
English: (Business)
Salary
JPY
unknown
¥ (Yearly)
Date Posted 2018-07-27
Description

As a Data Engineer, you will make the most of machine learning, AI, natural language processing, and operations research techniques in order to provide our users with a better, safer shopping experience. Using our database of item and transaction data, you will make improvements to various our systems, including search optimization, image recognition, behavior patterns and prediction, and anomaly detection. Working together with our server-side engineers and data scientists, you will be involved with the entire development process, from algorithm design to implementation.


Work Experience

4-5 years

Requirements

Requirements

・Experience with and expert knowledge of machine learning, natural language processing, or algorithm optimization

・Ability to work in all stages of development, from prototyping to performance evaluation, using Python or similar languages

・Experience developing web services using Django or other web frameworks

・Basic understanding RDBMS and SQL

・Ability to understand the multiple systems powering our service, and handle projects of all types

・English proficiency sufficient to understand technical reports and documentation

Additional Qualifications

・Experience using TensorFlow, Chainer, Caffe, or other deep learning frameworks

・Experience analyzing large-scale data using distributed computing (Spark, Hadoop, etc.)

・Experience in publishing or presenting theses domestically or internationally

・Experience applying for patents

・Experience developing and operating web services using PHP and Go

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