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Asenium Consulting Linkedin · Posted 18d ago

Machine Learning Engineer

Brussels

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Indexed description

We are looking for a Machine Learning Engineer (4 years of relevant experience) to support ML and AI projects in Brussels. This is a one-year assignment following a hybrid working model, with 50% on-site work and 50% remote work. The start date is as soon as possible


Key responsibilities

  • Develop production-ready ML pipelines and integrate existing ML solutions into industrial pipelines.
  • Contribute to the development, deployment, and monitoring of AI services.
  • Perform data quality checks and contribute to data flow and model design.
  • Work with Data Scientists to define target solutions while considering production constraints.
  • Select the appropriate runtime infrastructure, serving model, data ingestion scheme, and API synchronicity.
  • Automate ML pipeline components for integration and production deployment.
  • Build Docker or VM images and prepare unit, regression, and integration tests.
  • Support Data Scientists in using CI/CD tools to build and monitor AI services.
  • Support IT Production with target environment parameterization.
  • Ensure models run without errors, are retrained when required, and are monitored from IT and business perspectives.


Must-Have Requirements

  • Advanced Python knowledge is required.
  • Knowledge of containerization and virtualization is required.
  • Experience with AI platforms and IDEs is required.
  • Experience with CI/CD using GitLab CI is required.
  • Knowledge of code, model, and data versioning is required.
  • Experience with package management tools and dependency management is required.
  • PostgreSQL knowledge is required.
  • Knowledge of Agile methodology is required.
  • English proficiency


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