エンジニアリングマネージャー(機械学習チーム)/Engineering Manager (Machine Learning)

The health and safety of our employees and candidates is very important to us.
Due to the coronavirus (COVID-19) pandemic we are currently facing difficulties applying for working visas and traveling into Japan is restricted. Under these circumstances we are currently unable to extend offers to candidates who are living outside of Japan or do not own a permit to work in Japan. However, we continue to track the situation and once it is safe to proceed with recruiting, we will again open positions to candidates who wish to work at LINE in Japan.


★English follows★

LINEには多様なサービスと、多くのデータがあります。それらサービスのログや利用動向等のデータを横断的に処理し、高度なデータ分析と機械学習を活用することでLINEにおける様々なサービス・事業の成長を強力に後押しする専門組織としてData Labsという組織があり、「機械学習を主体とした開発・エンジニアリング」(機械学習チーム)と、「各事業の意思決定支援を中心とする分析」(データ分析チーム)に分かれています。本ポジションでは、その中の機械学習チームにおいて、組織の中長期的な成長のためのマネジメントや各ステークホルダーとの調整、プロジェクトの進行管理・アサインメント等をおこなっていただきます。



Python, Scala, Java, C, Numpy, Scipy, scikit-learn, Keras, Tensorflow, PyTorch, PySpark, JupyterNotebook, Hadoop, Hive, Presto, git, Docker, Kubernetes, Ansi

LINE offers a variety of services, and handles a large quantity of data. Our specialized Data Labs department provides vital support for these services and overall business growth by doing across-the-board processing of service logs and usage trend data as well as utilizing advanced data analysis and machine learning.

The department is split into the Machine Learning Team (which is primarily responsible for machine learning-related engineering and development) and the Data Analysis Team (which focuses on data analysis aimed at providing support in making business decisions).

In this position with the Machine Learning Team, you will be in charge of management for mid- and long-term department growth, coordinating with various stakeholders, as well as assigning projects and managing their progress.

【Specifics of Job Description】
・Managing team members, as well as assigning and managing projects.
・Doing work associated with department building, such as conducting evaluations and hiring interviews.
・Planning services and products utilizing machine learning, proposing them to business divisions, and preparing them for introduction.
・Managing machine learning services from proposal to release, as well as any future improvements.
・Adjusting expected values for quality related to machine learning services, such as precision and service standards.

【Technology We Use】
Python, Scala, Java, C, Numpy, Scipy, scikit-learn, Keras, Tensorflow, PyTorch, PySpark, JupyterNotebook, Hadoop, Hive, Presto, git, Docker, Kubernetes, Ansi
★English follows★


・大規模データを扱う分散処理システム(Hadoop, Spark, etc.)に関する知識・経験


【Required Skills】
・Experience developing or managing the development of services utilizing machine learning technology
・Fundamental knowledge in the machine learning field to collaborate with engineers and carry out work
・Experience managing a development team or equivalent experience as a project lead
・Conversational English and business level Japanese language skills

【Preferred Skills】
・Experience managing projects that involve two or more locations and team members that speak multiple languages
・Business level language skills (English, Korean, etc.)
・Project manager or equivalent experience
・Expertise in the machine learning, statistics, and computer science fields
・Front-end, server-side, or infrastructure development/management experience
・Knowledge and experience with distributed processing systems that handle large amounts of data (Hadoop, Spark, etc.)
・Experience in all machine learning processes, including feature handling and modeling, system implementation, infrastructure building, and evaluation

【Who We’re Looking For】
・Someone who can maximize engineer performance and independently work with a focus on continuous department growth
・Someone who can collaborate with everyone involved (such as service engineers and business departments) to advance projects smoothly
・Someone who can work efficiently, smoothly, and professionally
・A life-long learner that can always stay caught up with new technology
・Someone who feels rewarded by solving project or business issues with machine learning technology
LINE Fukuoka株式会社
〒812-0012 福岡県福岡市博多区博多駅中央街8-1 JRJP博多ビル12F
待遇 / 福利厚生





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