4+ years of experience in Data Engineering or Analytics Engineering Proficient in SQL and Python, with experience building modular, version-controlled transformations Hands-on with Apache Airflow, Apache Spark, dbt, and data lake frameworks (Iceberg, Trino, Athena) Strong understanding of ETL/ELT design, data modeling, and governance in distributed systems Familiar with AWS (Glue, S3, Lambda, Athena, EMR) and cloud-native data architectures Excellent collaborator with experience in cross-functional environments (DevSecOps, Data Science, Security)