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Data Pipelines Engineering: DSA coding, strong database fundamentals (NoSQL vs SQL, ACID), and ETL system design.
Cloud / platform
AWS/GCP/Azure (Atlas multi-cloud); Spark, Python, Kafka
Reported difficulty
Not reported
Resume shortlist → recruiter → technical (coding/DSA) → onsite (system design ETL, DB technical knowledge NoSQL vs SQL/ACID, behavioral) → HM.
Answered questions on what MongoDB actually asks — each with the short answer, the answer that gets you rejected, and the follow-up.
Then build one and have it reviewed: design a daily orders pipeline or model a marketplace. No account.