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Data Engineering & DataOps
Pipelines, warehouses, and operational data systems that turn raw data into reliable, decision-ready intelligence.
Why Bytex Data
Data that your business can act on
Data You Can Trust
Validated, tested pipelines with data quality checks at every stage — so your reports and dashboards reflect reality, not approximations.
DataOps Velocity
CI/CD for data — versioned pipelines, automated testing, and observable workflows that move at engineering speed.
Full Observability
Pipeline monitoring, lineage tracking, and alerting so your team knows exactly where data is, what happened to it, and why.
Built for Scale
Architectures that handle millions of events per day without rewrites — cloud-native, cost-optimised, and production-ready from day one.
What We Deliver
End-to-end data capabilities
Data Pipeline Engineering
- Batch & streaming pipeline design
- Apache Kafka & Flink event streaming
- Apache Airflow & Dagster orchestration
- ETL/ELT workflow automation
Data Warehouse & Lakehouse
- Snowflake, BigQuery, Redshift design
- Delta Lake & Apache Iceberg
- dbt modelling & transformation
- Medallion (bronze/silver/gold) architecture
DataOps & Governance
- Data quality testing (Great Expectations)
- Data lineage & cataloguing
- Metadata management
- GDPR & data privacy compliance
Analytics Engineering
- BI platform setup (Metabase, Looker, Power BI)
- Self-serve analytics enablement
- KPI modelling & metric definition
- Executive dashboard delivery
Technology
Our data stack
Apache KafkaApache AirflowdbtSnowflakeBigQueryRedshiftDelta LakeSparkFlinkDagsterGreat ExpectationsMetabaseLookerPython
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Let's build something extraordinary
Tell us about your project and we'll map a path forward within one business day.