8+ years of professional backend or data engineering experience, including shaping the architecture and technical best practices of teams B.S. in computer science, computer engineering, or related field Data or platform engineering expertise (e.g. data warehouses / data pipelines, MLOps, monitoring and observability, developer tooling and infrastructure)