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DMDQP AI Hub

Software Engineer Getting Started Path

You will be able to set up and use Claude Code via build-cli, choose the right AI tool for data engineering tasks, and apply AI-assisted code review and pipeline development to your daily work.

Beginner 7 steps
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  1. Step 1 of 7

    Install Claude Code via Roche build-cli — the mandatory starting point for internal AI tool access

  2. Step 2 of 7

    Get productive in your first Claude Code session — project setup, CLAUDE.md, and key workflows

  3. Step 3 of 7

    Understand when to use Claude Code, Copilot, or a chat interface for different task types

  4. Step 4 of 7

    Apply AI-assisted SQL review to catch data quality issues and anti-patterns before they reach production

  5. Step 5 of 7

    Use Claude Code to review Python ETL and pipeline code for correctness and maintainability

  6. Step 6 of 7

    Configure a CLAUDE.md for your ETL pipeline project so every Claude Code session has project context

  7. Step 7 of 7

    Use the transformation code-gen prompt to scaffold data transformation logic from a spec