Data Scientist MLOps

Project overview

Context

The Data Scientist will join a Digital Marketing team located at CDG.

Team of 5 people.

Missions

Tools & Environment

Working Conditions

• Understand business needs and represent the team at CDG
• Develop, implement, and maintain machine learning models for anomaly detection, destination recommendations, etc.
• Design, research, and implement the entire ML pipeline, from retraining to deployment and monitoring of models
• Continuously monitor and improve ML models in production, ensuring low-latency deployments and adherence to internal standards and best practices
• Work within the Google Cloud Platform (GCP) ecosystem, leveraging tools such as BigQuery and the VertexAI suite for model development and deployment
• Use Terraform for infrastructure as code, Docker for containerization, and Github Actions for CI/CD pipelines, to ensure robust and scalable solutions
• Collaborate closely with the team and participate in regular ceremonies such as stand-ups, refinement sessions, etc.
• Work on both new topics and continue on an existing base
• Google Cloud Platform (GCP)
• BigQuery
• VertexAI
• Terraform
• Docker
• Github Actions (CI/CD)
• Full Stack Python
• SQL
• Git
• UNIX
• Perl/Shell Script
• Long-term mission
• Remote work: 3 days per week
• Location: CDG

Project details

• Start: flexible
• Remote: hybrid
• Location: 95700 Roissy-en-France, France, FR
• Languages: French