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    Data engineering services that <scale> with your business

    Pipelines, lakehouses and DataOps built by senior engineers. We design the foundations your analytics, AI and operational systems can stand on for the next decade — on Databricks, Microsoft Fabric and Azure.

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    What we deliver

    A complete data engineering practice in a single partner — from architecture to FinOps.

    Data Platform Architecture

    Lakehouse, warehouse, mesh or hybrid — we design the right reference architecture on Azure, Databricks or Fabric for your scale and team maturity.

    Ingestion & Pipelines

    Batch, streaming and CDC pipelines with Azure Data Factory, Synapse, Databricks Workflows or Fabric Data Pipelines. SLAs, observability and cost guardrails included.

    Transformation & Modelling

    Medallion architecture, PySpark and SQL transformations, dimensional modelling and a curated semantic layer ready for analytics and AI.

    Streaming & Real-Time

    Event Hubs, Kafka, Spark Structured Streaming and Fabric Real-Time Intelligence for sub-second operational analytics.

    DataOps & CI/CD

    Git-based workflows, automated testing, environment promotion, lineage tracking and Purview-based catalogue from day one.

    Performance & FinOps

    Cost-aware engineering: capacity rightsizing, query optimisation, storage tiering and chargeback so the platform stays defensible to finance.

    Why DevScope for data engineering

    20+ years of enterprise data delivery, a senior-only engineering bench, and dual credentials as a Microsoft Solutions Partner and Databricks Consulting Partner. We have built the pipelines behind regulated banks, global manufacturers and healthcare leaders.

    • Microsoft Solutions Partner — Data & AI
    • Databricks Consulting Partner — certified Spark, Delta & Unity Catalog engineers
    • Production-grade DataOps: tests, CI/CD, lineage, monitoring
    • FinOps mindset — every architecture comes with a cost model
    • EU delivery, your tenant, your keys

    The engineering stack

    Cloud-native, open-source-friendly, vendor-honest.

    Databricks Lakehouse

    Spark, Delta, Unity Catalog

    Microsoft Fabric

    OneLake & Direct Lake

    Azure Data Factory / Synapse

    Cloud ETL & warehousing

    PySpark + Python

    Engineering toolkit

    Data engineering — frequently asked

    Need a senior data engineering partner?

    Whether you are starting from scratch or rescuing a platform that has outgrown its architecture, we can help.

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