Software Engineer Roadmap
Databases
Storing and querying data reliably.
3 weeks · wk 9–11Applied pace6 topics18 Interview Questions
Why this pace:You've likely wired up MongoDB/Postgres in Node projects — go deeper into indexing, normalization, and query tuning you may have skipped.
SEC FOCUS
SQL injection defense: parameterized queries, least-privilege DB accounts, no string-concatenated queries.
Topics & Action Items (6)
01
SQL: joins, indexes, transactions
4-5 hrs02
Normalization vs denormalization
2 hrs03
NoSQL: document, key-value, graph stores
2-3 hrs04
ACID vs BASE consistency models
1-2 hrs05
Query optimization and indexing strategy
3 hrs06
ORMs — and when to skip them
1-2 hrs