Breaking Into Analytics Engineering in 2025
The skills, portfolio, and interview prep that actually move the needle for analytics roles.
AnalyticBD1 min readUpdated July 5, 2026
The T-shaped analyst
Go deep on SQL and one BI tool, and broad across modeling, a cloud warehouse, and a scripting language.
A portfolio that gets callbacks
- One end-to-end project (ingest → model → dashboard).
- A written case study explaining the decisions, not just the tools.
- A public GitHub with clean, documented SQL.
The best signal you can send is clarity of thinking — show how you framed the problem.
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