Machine Learning Engineer

As a machine learning engineer involved in the practical education service for English education services developed by Realize, you will be involved in research and development aimed at improving and implementing the machine learning engine of the AI-based English conversation ability improvement service 'PROGOS', as well as new PoC to actual operation. Specific tasks include development and improvement of the machine learning model, data set creation, utilization of AWS and GCP for development, CI/CD construction, infrastructure creation, API development, and active participation in teamwork and discussions in an English language environment.

Experience in development using Python, experience in development using machine learning libraries such as scikit-learn, XGBoost, PyTorch, experience in data set creation, experience using AWS, GCP, and experience in team development using Git

Experience in actual operation and improvement of machine learning models, API development using Flask, Django, FastAPI, CI/CD experience using CircleCI, GitHub Actions, GitLab CI, experience in infrastructure management using Terraform, CloudFormation, and English language ability of business level