Déjà pourvu

Ne rate pas la prochaine offre — reçois des postes adaptés directement par e-mail.

Recevoir des emplois par e-mailTous les emplois Hybride
AV

Avensys Consulting

Data Engineer

Hybride
il y a 1 semaine
Ville De Paris
Description du poste

Senior Data Engineer / Data Analyst

Contract role

Hybrid work setup

Profile of a Senior Data Engineer/Data Analyst to manage applications related to the CDMO (Chief Digital & Marketing Office) business, within a dynamic team with diverse roles (Tech Lead, Full Stack Developer, Data Scientist, Product Owner, QA, etc.).

One of the applications, One Creative, provides a comprehensive view of media asset performance and optimization---from global strategy down to local activation.

Mission

The mission includes:

Data Pipelines Development and Maintenance

  • Data sourcing (BigQuery Datalake)
  • Downloading video assets via social media platform APIs
  • Creative analysis (internal Augmented DAM application)
  • Automation of AI workflows (embedding, clustering)

Data Transformation and Optimization

  • Transforming raw Datalake data into optimized tables for the One Creative application (merging performance KPIs, metadata, creative data, etc.)
  • Optimizing backend deployment on GCP

Codebase Improvement and Testing

  • Improving the codebase by adding unit and integration tests to Python code

Monitoring and Modernization

  • Developing an initial monitoring layer for retrieved data (assets, KPIs)
  • Modernizing technical components (thumbnails, product detection, encoder) with more modern and efficient approaches

CI/CD and Migration

  • Optimizing the CI/CD pipeline
  • Working on the migration of the Augmented DAM backend (another internal application used as a service within One Creative)

Data Sourcing and Documentation

  • Developing SQL queries to source data into Datalake tables, based on inputs from the Data Business Owner
  • Documenting data extracted from the Datalake using documentation and data diagrams

Data Quality and Analysis

  • Ensuring the quality of consolidated data in the application compared to source data
  • Supporting the development of monitoring metrics for application KPIs
  • Analyzing and cross-referencing data to generate new insights (creative data driving the highest performance, etc.) and benchmarks

Languages

  • French (native)
  • English (professional)