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Data Engineer

Builds reliable pipelines that move and transform data for analytics and ML.

What recruiters actually look for

Data engineering fresher screens want idempotent pipelines, schema thinking, and reliability — not just pandas scripts. Show batch/stream basics and how you handled late or bad data. Wasted effort: “built ETL” with no failure mode. SQL + Python + a scheduled job you own is a solid campus signal. Orchestration tools are secondary to correctness.

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