3+ years of experience in analytics engineering, data engineering, or similar data roles Advanced DBT expertise (materializations, snapshots, variables, macros, jinja) Strong SQL skills with focus on query optimization and performance Experience with modern data stack: DBT Core and/or DBT Cloud, Git Collaborative mindset Strong communicator Proactive problem-solver Experience or strong interest in leveraging AI tools for development workflows