Technology and delivery expertise

Data Engineering & Analytics

Turn fragmented enterprise data into a trusted business asset.

When reports disagree, pipelines fail or nobody owns the quality of critical data, ITCAD turns the problem into a practical engineering and governance scope. We modernize platforms, build dependable data flows and reporting models, and support the databases behind daily operations.

Find a data specialist

When to engage

  1. Reporting that does not reconcile

    Teams spend time reconciling spreadsheets and debating definitions. Establish governed reporting models and shared data definitions around the decisions people need to make.

  2. Fragile pipelines and database operations

    Failed data flows, slow queries or difficult recovery put services and reporting at risk. Improve engineering and database operations together so information stays available and useful.

  3. Unclear quality, ownership or platform direction

    Disconnected sources and uncertain access responsibilities make modernization difficult. Identify priority data issues and agree the architecture, ownership and controls for the next useful scope.

Areas of practice

  • Data engineering and platforms
  • Database operations and reliability
  • Business intelligence and analytics
  • Data quality and governance

Technologies and methods

  • Microsoft Fabric
  • Databricks
  • Snowflake
  • Azure Data Factory
  • Azure Data Lake
  • Lakehouse architecture
  • Medallion Architecture
  • Power BI
  • SQL and data modelling
  • Python
  • ETL and ELT
  • Data orchestration
  • Cloud data services
  • Warehouses and data lakes
  • Spark and distributed processing
  • Power BI or Tableau
  • Data quality and lineage
  • SQL Server, Oracle, PostgreSQL, or MySQL
  • Performance monitoring and tuning
  • Backup and recovery
  • High availability and disaster recovery
  • Access control
  • Migration and upgrades

Ways to work together

Recruitment and staffing support

01

Understand the data environment

ITCAD considers data sources, platforms, support needs and who relies on the information. We clarify operational responsibilities, reporting requirements and data quality needs.

02

Assess data and operating experience

We distinguish pipeline engineering, database operations, reporting and analytics. Assessment considers comparable scale, availability, migration and performance responsibilities to help you review candidates for the work.

Let’s talk about the work.

Tell us about your objectives, the expertise you need and your timing. We’ll help you explore the right support.

Find a data specialist

Contact ITCAD

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