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.
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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