Designs, builds, and scales high-throughput production data pipelines and warehouses for a global SaaS marketing-automation company, using Python, advanced SQL, AWS (Aurora/S3), Terraform, Snowflake, Spark, dbt, Iceberg, Airflow, and Kubernetes, while partnering with AI/ML teams on MLOps. 100% remote from anywhere in Poland.