4+ years of experience working in Data Infrastructure Proficiency in Python and SQL query design Proficiency with big data processing frameworks (Hive, Spark, Trino) Experience building data-intensive applications Experience with SQL/NoSQL data store & data lake operations Hands-on experience with AWS technologies like S3, EC2, RDS, EKS, or in Apache Iceberg (preferred)