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Resume Example

Data Engineer Resume Example

A data engineer resume must prove you build reliable pipelines at scale. Quantify data volume, pipeline reliability, and the cost or speed you improved, and mirror the warehouse and orchestration stack the role names.

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Key skills for a Data Engineer resume

PythonSQLSparkAirflowdbtKafkaSnowflake / BigQuery / RedshiftETL / ELTData modelingCloud (AWS/GCP)

ATS keywords recruiters scan for

Applicant tracking systems filter resumes by matching them against the job description. Work these terms into your resume naturally — only where they're true of your experience:

data engineerETLpipelineSparkAirflowdbtSnowflakedata warehouseSQLstreaming

Example bullet points

Good data engineer bullets pair a strong verb with a quantified result. Adapt these to your own numbers:

  • Built batch + streaming pipelines processing 2TB/day with 99.9% on-time delivery.
  • Cut warehouse compute cost 35% by re-modeling tables and tuning dbt incremental models.
  • Migrated 120 legacy ETL jobs to Airflow, eliminating ~25 hours/week of manual reruns.

Common mistakes to avoid

  • Listing tools without data volume, reliability, or cost metrics.
  • Confusing analytics work with pipeline/infrastructure ownership.
  • Omitting the warehouse and orchestration stack the JD requires.
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