Data engineer resume: a LaTeX example and how to write yours

Data engineering resumes are judged on pipelines that run reliably at scale. Show the volume you moved, how fresh and correct the data was, and what it cost, with Spark, Airflow or your warehouse named inside the bullets.

Start from this resumeTailor mine to a job

Free PDF download, no signup. The sample is a made-up person; replace every line with your own.

A sample data engineer resume in Jake's Resume.

What recruiters look for

Pipelines and volume
Batch and streaming pipelines, rows or GB per day, latency from source to warehouse.
Data quality
Tests, contracts, freshness checks and the incidents they prevented.
Cost and performance
Warehouse spend, query times, compute you cut.
Who used the data
Analysts, ML teams, dashboards that depended on your work.

Weak bullets, and stronger ones

Built ETL pipelines.

Built Airflow and Spark pipelines loading 2 TB a day into Snowflake, with data under 15 minutes old.

→ Tools, volume and freshness in one line.

Improved data quality.

Added dbt tests and freshness alerts to 120 models, catching 30+ bad loads before they reached dashboards.

→ Shows prevention with a count.

Reduced cloud costs.

Cut Snowflake spend 35% by clustering large tables and moving 40 hourly jobs to incremental loads.

→ The saving, and exactly how.

Words data engineer job posts use

Use the ones that are true for you, inside your bullets as well as in Skills.

  • SQL
  • Python
  • Spark
  • Airflow
  • dbt
  • Kafka
  • Snowflake
  • BigQuery
  • data modelling
  • ETL
  • ELT
  • data warehouse
  • data quality
  • AWS
  • streaming

Every job post is different. Check your resume against the exact post to see which of its must-haves your resume shows.

Tips

  1. 01Give volumes (rows, GB, events per day) and freshness.
  2. 02Mention who consumed the data and what they did with it.
  3. 03Keep SQL near the top of skills: almost every data engineering post asks for it.

Questions

Should I list both batch and streaming work?

Yes if you've done both: many posts ask for one by name. Make each show up in a bullet, not only in skills.

How do I show data modelling?

Name the models you designed (fact and dimension tables, a schema change) and what they made possible.

Other resume examples

All of them use Jake's Resume, the one-page LaTeX template engineers share on Overleaf. Once yours is ready, tailor it to each job.