Senior ML Engineer: Production Pipelines & CI/CD

Capgemini; Diegem; Hybrid; EUR 70,000 - 110,000; Full time

Job summary

Capgemini in Diegem, Belgium, seeks a Senior Machine Learning Engineer to develop production-grade ML pipelines and integrate solutions into industrial environments. You will collaborate with Data Scientists, select suitable infrastructure, and automate deployment while ensuring monitoring and retraining as needed.

Requirements include advanced Python, CI/CD experience, and strong communication skills. This role offers a balanced 50% onsite/50% remote work arrangement and fluency in English;

Qualifications

• 4+ years of relevant experience in ML engineering or production ML pipelines.
• Experience with containerization and virtualization in industrial settings.
• Experience with CI/CD and code, model and data versioning.
• Strong communication and ability to work with Data Scientists and IT Production.

Responsibilities

• Collaborate with Data Scientists to define production-ready ML solutions.
• Select infrastructure and serving models based on requirements.
• Automate ML pipeline components for production deployment.
• Build Docker images and prepare unit/ integration tests.
• Support IT Production with environment parameterization and monitoring.

Skills

Advanced Python

CI/CD

Data versioning

Model deployment

Team collaboration

Communication

Tools

Docker

VMs

GitLab CI

PostgreSQL

Spark

Job description

Capgemini in Diegem, Belgium, seeks a Senior Machine Learning Engineer to develop production-grade ML pipelines and integrate solutions into industrial environments. You will collaborate with Data Scientists, select suitable infrastructure, and automate deployment while ensuring monitoring and retraining as needed.

Requirements include advanced Python, CI/CD experience, and strong communication skills. This role offers a balanced 50% onsite/50% remote work arrangement and fluency in English;