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RoleRaise Mentor-Led Program

Data Engineering

Build real-world data engineering workflows across pipelines, modeling, orchestration, and cloud systems with mentor guidance.

3 Learning Tracks
Mentor Feedback
Interview Support

Choose the Track for Your Current Level

Foundation

3-Month Program

Ideal For

Beginners, career switchers with basic programming interest

Core Modules

  • Python fundamentals for data engineering
  • SQL fundamentals (queries, joins, aggregations)
  • Relational databases & schema basics
  • Data modeling fundamentals
  • Intro to ETL pipelines
  • Data quality & validation basics

Capstone Project

Retail Sales Data Pipeline - Build a basic ETL pipeline that ingests raw sales data, cleans it, stores it in a relational database, and enables basic analytics queries.

Apply for Foundation
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Intermediate Bootcamp

4-Month Program

Ideal For

Learners with basic SQL/Python experience

Core Modules

  • Everything in 3-month track, plus:
  • Advanced SQL & query optimization
  • Dimensional data modeling (star/snowflake)
  • Workflow orchestration concepts
  • Batch data processing fundamentals
  • Data warehousing concepts
  • Intro to cloud data platforms

Capstone Project

Build an end-to-end batch data pipeline and design a data warehouse for analytics use cases

Apply for Intermediate Bootcamp

Advanced Career Program

6-Month Program

Ideal For

Serious career switchers and engineers targeting production-grade roles

Core Modules

  • Everything in 4-month track, plus:
  • Distributed systems fundamentals
  • Streaming data processing concepts
  • Modern data architectures (lakehouse concepts)
  • Performance tuning & scalability
  • Data platform system design
  • Monitoring & reliability basics
  • Resume & portfolio reviews
  • Mock interviews (technical + system design)

Capstone Project

Design and implement a scalable data platform with portfolio-ready real-world architecture project

Apply for Advanced Career Program

Not sure which track fits your profile?

Start with Foundation if you are early-stage, Intermediate for active practitioners, or Advanced for deeper role transition and interview readiness.

You can also email support@roleraise.com and our team will help you choose.

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