Data Engineer Apprentice

Company Name

Job Description:

Expected missions / assignments

The student will contribute to the full data valorization lifecycle in an R&D context:

• Analyze and understand raw experimental and embedded-system data from chassis-related tests
• Relate datasets to their physical, experimental, and engineering context
• Define and implement data quality, consistency, and traceability rules
• Structure and prepare datasets suitable for:
  • Engineering and business analysis
  • Machine Learning model development
  • future Generative AI and engineering assistant use cases
• Develop reproducible and automated data pipelines using Python and SQL
• Implement dataset versioning and comparison across test campaigns
• Document data transformations to ensure transparency and explainability
• Explore datasets to identify value-added information:
  • Trends and patterns
  • Variability and correlations
  • Atypical or unexpected behaviors
• Contribute to analyses with tangible impact for R&D teams