7+ years of experience in analytics engineering, data engineering, or similar roles Experience with EMR, claims, or healthcare-related data Hands-on experience using AWS cloud services Deep proficiency in Spark, SQL and dbt Strong understanding of data modeling principles (e.g., dimensional modeling, star/snowflake schemas) Strong understanding of data lakehouse architectures (e.g., S3, Glue, EMR, Iceberg/Parquet formats) Hands-on experience with version control, CI/CD, and data testing frameworks Ability to translate ambiguous business questions into scalable data solutions Strong communication skills and a collaborative mindset Bachelor's or Master’s degree in a STEM, analytics, or related discipline