Data Engineering

A foundation you can report on.

Lakehouse and warehouse builds on medallion architecture, batch and streaming pipelines, data modelling, reporting and platform migrations.

See the case study

Medallion architecture: bronze, silver and gold layers feeding business reporting, with governance, security and lineage across all layers.SourcesBronzeSilverGoldBusiness reportingGovernance · Security · Lineage

Reporting is only as good as the platform under it.

Sales, Marketing and other business teams need reporting they can trust, built on platforms that stay well modelled, governed and secure as data and use cases grow.

What we build.

Medallion architecture

Bronze, silver and gold layers.

Batch and streaming pipelines

Data moved and transformed for analytics and reporting.

Data modelling

Models designed for analytics and reporting.

Business reporting

For Sales, Marketing and other teams.

Platform migrations

On-prem to cloud, cross-cloud and tool-to-tool.

Optimisation

Tuning across pipelines, models and reports.

Agentic Migrations

Business teams get reporting on a governed foundation, with lineage and security designed in rather than added later.

Governance from day one.

Data contracts, data-quality gates and lineage are set up from the start of every build. Lineage drives impact analysis and the safe decommissioning of unused assets.

Data Governance

Founder experience

Experience behind the build.

10+ yearsData Engineering & Analytics
9+ yearsBuilding data products and pipelines
8+ yearsBI and reporting
7+ yearsData and platform migrations
6+ yearsData modelling

Mondelez · Unilever · Spin Master · Microsoft · Oracle · Adobe

Client names refer to programmes led or delivered by Soamiq's founder, including in prior roles. They are shared for reference only and do not imply endorsement.

Works with your platform.

Databases

PostgresMySQLSQL ServerOracleMongoDBCassandraRedisDynamoDBCosmos DBNeo4j

Warehouses and lakehouses

SnowflakeBigQueryRedshiftSynapseDatabricksDatabricks SQLMicrosoft FabricTeradata

Data frameworks

SparkKafkaAirflowdbtFlinkDelta LakeIcebergFastAPI

Languages

PythonSQLPySparkScalaJavaTypeScriptBash

Cloud

AWSAzureGCP

BI and reporting

Power BITableauLooker

Tools and platforms our team has worked across. No vendor partnership or certification is claimed.

Have an open requirement? Let's map it in 15 minutes.

Bring one data, agentic AI or governance requirement, and we will map it to the right engagement model.

hello@soamiq.ai · +91-9599654303 · We reply within 1 business day.