Data & AI

Data Engineer resume example

Data engineering resumes are graded on pipeline reliability, data freshness, and the platform abstractions you shipped.

Top ATS keywords

Common terms ATS systems and recruiters search for in Data Engineer candidates.

pythonsqlsparkairflowdbtsnowflakebigquerykafkadata lakelakehouseschema evolutiondata quality

Sample resume bullet points

Use these as starting points — adapt the metrics to your own outcomes.

  • Built dbt + Airflow pipeline cutting analytics SLA from 6h → 22 min; 200+ models maintained.
  • Designed event schema registry adopted by 8 producer services — duplicate-record rate down 96%.
  • Owned data-quality framework with Great Expectations; pipeline failures −67%.
  • Migrated 18TB warehouse from Redshift → Snowflake under no-downtime constraint.

Common pitfalls

  • Listing every database without scale
  • No SLA/freshness metrics
  • Skipping data-quality programs

Related roles

Frequently asked questions

What's the best resume template for a Data Engineer?
ATS Classic works well for most Data Engineer candidates because single-column, no graphics, maximum ats parse rate. You can switch templates anytime in our free builder.
Which keywords should appear on a Data Engineer resume?
Top ATS keywords for Data Engineer include: python, sql, spark, airflow, dbt, snowflake, bigquery, kafka.
How long should a Data Engineer resume be?
Aim for one page if you have under ten years of experience and two pages once you cross that mark. Cut anything that doesn't move the hiring decision.
Should I include a summary section?
Yes — a 2–3 sentence summary up top primes recruiters and ATS systems with the right context. Use it to state your level, specialty, and the kind of impact you've had.
Can I download this as a PDF for free?
Yes — every download from our builder is a free, ATS-friendly PDF with selectable text. No watermark, no signup.