At least 5+ years of experience in software engineering. Strong development skills in Python, Go, or Java. Experience working with data systems or data pipelines. Familiarity with design patterns such as scale-out, caching, key/value, and columnar. Ability to use SQL, Python, Airflow, and BI tools for analyzing operational data.