Aws Data Engineer (Cloud Data Platform & Pipeline Specialist)

Design, develop, and maintain scalable cloud-based data pipelines using AWS services such as Glue, EMR, S3, RDS, DataSync, and DMS. Build and optimize batch and streaming data orchestration workflows to support enterprise data platforms. Lead large-scale data migration efforts, including legacy-to-cloud transformations and replication strategies. Perform data modeling, transformation, and reconciliation to ensure high-quality, consistent datasets across systems. Implement secure data access patterns following least-privilege principles for pipelines and datasets. Collaborate with data architects, analysts, and business stakeholders to understand data requirements and deliver solutions. Establish robust data validation, reconciliation, and audit mechanisms to meet regulatory and reporting requirements. Troubleshoot and optimize performance of ETL/ELT pipelines and data workflows in AWS environments. Support governance, compliance, and audit readiness for data platforms in regulated environments (finance/reporting).