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Data engineering services

Pipelines that move your data reliably, every day. We bring data in from your apps, databases, files and SaaS tools, clean and model it, and make sure someone hears about it the moment a job fails.

Start a projectMore data and analytics

What’s included

Batch and streaming pipelines

Spark, Kafka or Flink when the volume needs it, and simpler tools when it doesn’t.

ETL and ELT

Orchestrated with Airflow, modelled and tested with dbt.

Sources of every kind

APIs, databases, files, spreadsheets and SaaS tools.

Data quality checks

Row counts, totals, duplicates and freshness checked on every run.

Alerts and monitoring

A failed or late job alerts someone straight away.

When it makes sense

  • Reports depend on someone exporting and merging files.
  • Your data lives in many tools and none of them agree.
  • Jobs fail silently and you find out from a wrong number.

What you get

  • Pipelines in your cloud, with the code in your repository
  • Data quality checks and alerts
  • Documentation of every source and table
  • A runbook for when something fails

Tools we work with

We pick what fits your project and your team, and we’ll say why.

  • Python
  • SQL
  • Spark
  • Kafka
  • Airflow
  • dbt
  • Databricks
  • Snowflake
  • BigQuery

Related work

Built by our engineers before Orandic. None of these clients hired Orandic.

$ python -m pytest$ ruff check src scripts tests dashboard

Data science

Falcon 9 landing prediction

An end-to-end data-science project done properly: reproducible data with checksums, leakage-safe model selection, a stricter time-based test, automated tests on every push and an interactive dashboard.

Harsh Sahu’s data-science project.

Read the code (Falcon 9 landing prediction)

Questions about data engineering

Do we need streaming?

Usually not. Most business reporting works well with data refreshed every hour or every morning. Streaming is worth it when decisions need data within seconds.

Can you work with our existing data team?

Yes. We can build alongside them, review their pipelines or take on a piece they don’t have time for.

Related services

Warehouses and lakehousesOne clean, trusted home for all your data.Analytics, BI and dashboardsNumbers your team trusts, without the manual work.Data migrationMoving off old systems without losing a row.All of data and analyticsData from everywhere, in one clean place your team can trust.

Tell us what you need built.

A free 30-minute call with an engineer. You get the scope, timeline and price in writing before you commit, and a reply within one working day.

Start a projector email hello@orandic.com