5+ years in a customer-facing technical role such as Technical Account Manager, Solutions Architect, or Technical Customer Success Manager. Understanding of modern data technologies — SQL and the major data warehouses (Snowflake, BigQuery, Redshift, Databricks) or orchestration tool (Airflow, dbt). Strong project management skills. Familiarity with data & AI observability, monitoring, or observability concepts — or a strong interest in learning. Exposure to cloud infrastructure (AWS, GCP, or Azure) and APIs. Excellent communication and storytelling skills.