Job Description

As for this position, you will be working in Tokyo and belong to the product development team of the D2C Solutions division.
You will be responsible for aggregating, analyzing, and developing systems for influencer data used in marketing.

[Business description]
・ Analysis of influencer data using mathematical statistics and machine learning
・ Natural language processing for articles and comment data on social media
・ Analysis of demographic data such as followers
・ Development of measures for numerical prediction and improvement such as Click, Like, Conversion
・ Data preprocessing and analysis model construction using Python, R, SQL, Node.js, etc.
・ System development using cloud infrastructure such as AWS, GCP, etc.

[Tools used]
Languages: Python 3.7, TypeScript, Node.js
Database: PostgreSQL
Serverless architecture: Google Cloud Function, AWS Lambda
Version control: Git, Gitflow
Repository: BitBucket
Infrastructure: Google Cloud Platform (GKE, CloudSQL, GCE, GCS, Firebase), AWS (Lambda)
Server monitoring: Grafana, Stackdriver
CI / CD: Bitbucket Pipeline, CircleCI
Communication tool: Slack
Project Management: JIRA with Agile Board
Document management: Confluence

Requirements

[Application conditions]
・ Development experience in Python language
・ Interest / interest in influencer data and marketing
・ Interest / interest in mathematical statistics and machine learning

[Welcome conditions]
・ Practical experience of data analysis
・ Experience of using machine learning libraries such as scikit-learn and TensorFlow
・ Experience of development in programming languages such as R, SQL and Julia
・ Experience of creating crawlers and scraping tools
・ Cloud infrastructure such as AWS and GCP System development experience using

■Years of Experience : 5 years