Data Engineers who can build scalable, reliable data pipelines and infrastructure, requiring mastery in SQL, Python/Scala, cloud platforms (AWS), and big data technologies (Spark, Kafka, Hadoop). Key skills include data modeling, ETL/ELT pipeline construction, data warehousing and orchestration tools like Airflow.