Required Skills & Qualifications Strong experience in data architecture, data engineering, or analytics platforms Strong hands on experience with AWS cloud services Strong expertise in: o Data warehousing and data lake architectures o Distributed systems and big data technologies Experience with infrastructure as code (CloudFormation, Terraform) Strong knowledge of security, IAM, networking, and compliance in AWS Preferred / Nice to Have Skills Experience with Databricks, Apache Spark, Kafka