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ROLE-BASED LEARNING PATH

Data Engineer
Roadmap.

Build the foundations for dependable data pipelines and platforms. Learn in stages, practice concepts, and build useful project context along the way.

11 learning stages4 core skillsProject and interview focus
Start this roadmap
YOUR NEXT DIRECTION

Data Engineer

SQLPythonCloudPySpark
LEARNING PATH / DEMO PREVIEW
THE ROADMAP

Build the skills in a useful sequence.

This is a flexible learning outline, not a promise of a specific career outcome.

01SQLExplore the SQL learning path
02PythonExplore the Python learning path
03Data warehousingExplore the Data warehousing learning path
04ETL / ELTExplore the ETL / ELT learning path
05CloudConnect skills to interview preparation
06Snowflake / DatabricksConnect skills to interview preparation
07PySparkConnect skills to interview preparation
08OrchestrationConnect skills to interview preparation
09Data qualityConnect skills to interview preparation
10ProjectsApply your learning in project work
11Interview preparationConnect skills to interview preparation
01Beginner02Intermediate03Advanced04Project ready05Interview ready
PROJECTS

Build context

Data pipeline

Warehouse flow

Learning status is demo-only in Phase 3.Back to IT Skill Up