Job Description

This position works in Tokyo and belongs to the product development team of D2C's AnyFactory 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 of social media articles and comment data
Demographic data analysis of followers 
Numerical forecasting of Click, Like, Conversion, etc. and planning of measures for improvement
Data preprocessing and analysis model construction using Python, R, SQL, Node.js, etc.
System development using cloud platforms such as AWS and GCP

[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

[Required experience / conditions]
Development experience in Python
Experience using machine learning libraries such as scikit-learn and TensorFlow
Interest in influencer data and marketing
Basic knowledge about mathematical statistics and machine learning

[Preferable experience]
Practical experience in data analysis Experience in creating crawlers and scraping tools
Development experience in programming languages such as R, SQL, Julia
System development experience using cloud platforms such as AWS and GCP

■Years of Experience : 3 years