SQL for engineers
Queries, window functions, performance and data modelling.
Bit Academy Pro
Become a Data Engineer
Build the infrastructure analysts and scientists rely on: pipelines, warehouses and data models. Finish with a recognised certificate and projects in your portfolio.
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Who it's for
This route fits you if…
- You love systems, structure and data flows
- You enjoy working with Python and SQL
- You want to learn to build scalable data infrastructure
- You want to combine the track with work or other commitments
Who it's not for
This is not a good choice if…
- You mainly want to train models: choose Data Scientist
- You mainly want to make analyses and dashboards: choose Data Analyst
What you'll be able to do
Where you stand after this track
- Build, schedule and monitor data pipelines
- Design data models for analysis and reporting
- Work with Python, SQL and modern warehouse technology
- Recognised Pro certificate Data Engineer
Curriculum
From source to data model
Python & ETL
Build pipelines that fetch, transform and write data.
Warehouses & modelling
Star schemas, dimensional modelling and modern warehouses.
Orchestration & monitoring
Scheduling jobs, alerting and data-quality checks.
Final project
An end-to-end pipeline with data model, schedules and monitoring.
What you'll build
Projects that become your portfolio
No lookalike to-do apps. Real projects with coach feedback. The kind you show in interviews.
- An ETL pipeline from source system to warehouse
- A data model that analysts can query independently
- A dataset quality check that runs and reports automatically
Ready to start?
Schedule a no-strings intro call to discuss the route, your starting level and possible employer co-financing. Always check the current rates and terms during your intake.