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Aziz H.AH

Aziz H.

senior data engineer

€600/day
Paris, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Aziz

8+ years of experience in data engineering on Big Data environments (Spark / Scala / Hadoop / Cloud), with a technical reference role on industrial data platforms (banking, transport, retail). Specialized in the design of generic frameworks, the industrialization of processing and the quality of data for business steering.
  • French

    Native or bilingual

  • English

    Native or bilingual

  • Arabic

    Native or bilingual

Can work on-site
Paris (up to 50km)

Experience

  • RATP
    Senior Data Engineer
    TRANSPORTATION
    February 2025 - Today (1 year and 4 months)
    Paris, France
    Modernization of maintenance steering (GMAO Magellan/Maximo – MRF Directorate).
    • Design and development of a generic Bronze→Silver ingestion framework (Spark/Scala) for 60+ Magellan collections, driven by configuration files.
    • Implementation of the Diamond layer: modeling of fact and dimension tables, construction of business timelines (interventions, resources, processes, lines, teams).
    • Development of business pipelines (enriched interventions, theoretical/actual hours, resources, materials) feeding maintenance performance KPIs (IPR / ISE).
    • Industrialization of processing with Delta Lake (merge, partitioning, optimization, vacuum) and orchestration via DBX Jobs / Asset Bundles.
    • Contribution to data exposure to Power BI and support for BI teams on the use of Diamond tables.

    Technical environments: Databricks, AWS, Spark/Scala, Delta Lake, Giltab, Terraform, Power BI.
    Databricks Scala Spark Terraform Cloud AWS
  • Natixis
    Data Engineer Reference – Spark Scala Front Office Desk Pricing Services
    January 2023 - December 2024 (1 year and 11 months)
    Paris, France
    • Management of the Quantitative team.
    • Development and integration of APIs
    • Intervention in the improvement and maintenance of the IEES API for XVA calculation.
    • Development and integration of .Net APIs for managing settings and market data
    • Development of an advanced tool for XVA calculation based on the DATASYNAPSE calculation grid
    • Automation of the import of market data essential for XVA calculation via .NET APIs
    Scala Spark datasynapse singlestore Power BI Desktop
  • Carrefour
    Data Engineer Spark Scala
    April 2022 - December 2022 (8 months)
    • Contribution to the PHENIX program for centralizing group data in a data lake with a real-time view of activity.
    • Integration of data into the GCP data platform and implementation of integration monitoring
    • Development of connectors based on REST APIs for data ingestion.
    • Participation in BigQuery modeling and analysis of result anomalies.
    • Development of business functionalities in agile mode (Scrum): extraction, transformation, calculation of indicators, exposure via REST API.

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