Data Engineering
Scalable pipelines and cloud architectures that power reliable analytics and AI — built to production standard and designed to scale.
What we deliver
Nobody gets excited about data pipelines. They get excited about the AI and analytics that depend on them — which only work if the pipes underneath are solid. As a data engineering consulting team, we make the unglamorous part work so the glamorous part can.
Cloud data platform builds
Greenfield and migration-based platform delivery on Microsoft Fabric, Snowflake, Databricks, Azure and BigQuery — medallion architecture, data modelling and CI/CD pipelines.
Data pipeline development
Automated ELT pipelines using dbt, Azure Data Factory, Airflow, Fivetran and Dataform — tested, versioned and production-grade.
Analytics engineering
dbt-driven transformation and semantic modelling — the layer between raw data and BI that keeps metrics consistent and dashboards trustworthy.
Legacy platform migration
Structured migration from Oracle, Dataiku, Synapse and on-premises SQL — phased to maintain BAU reporting throughout the transition.
Streaming data pipelines
Real-time data ingestion and modelling from Kafka and streaming sources — making live operational data a first-class input to analytics and AI.
Data quality & observability
Validation frameworks, monitoring and lineage using Great Expectations, KADA and dbt tests — so data issues are caught before they reach the business.
Data Engineering Consulting Services in Australia
Client Testimonials
"EdgeRed delivered value across our data engineering, analytics, and data science needs at Easy Agile. Their team worked as embedded members within our existing teams rather than as a standalone consulting group. They collaborated with our internal stakeholders, creating data products that will improve our business visibility and decision-making. They approached every challenge with the mindset of an internal team member while bringing the technical expertise needed to drive real business outcomes."
Not sure where to start?
Tell us what you’re trying to solve — we’ll be straight with you about whether we can help and what it would take.
Case studies
Microsoft Fabric Implementation
Industry: Technology & Infrastructure | Service: Data Engineering · Snowflake
Delivered an audit-compliant Microsoft Fabric platform in two structured phases — with governed pipelines and a self-sufficient internal team on handover.
Data Platform & AI-Ready Transformation
Industry: Sustainability-Focused Business | Service: Data Engineering · Snowflake · dbt
Full migration from a legacy data system to Snowflake — automated pipelines, governance tooling and a BI transformation consolidating hundreds of reports. Delivered a 2.4x uplift in customer retention from data-driven campaigns.
