Data Migration Development Lead (AWS)
Tech3pillars Technologies
Data Migration Development Lead (AWS) Location: St. Louis, MO Experience: 8+ Years Job Type: Long-Term Contract Job Summary We are seeking an experienced Data Migration Development Lead to drive the design, development, and delivery of large-scale data migration solutions using AWS. This role combines hands-on technical leadership with migration architecture, data engineering, quality assurance, and production cutover execution. Key Responsibilities Lead end-to-end data migration design, development, and implementation. Build scalable ETL/ELT and data migration frameworks using AWS services. Design data extraction, transformation, cleansing, validation, loading, and reconciliation processes. Develop high-volume migration pipelines using AWS Glue, S3, Lambda, Step Functions, DMS, Redshift, and RDS/Aurora . Implement automated data quality, audit, reconciliation, and monitoring controls. Support multiple migration cycles, including testing, mock conversions, and production cutovers. Develop migration runbooks, restart/recovery procedures, and operational controls. Establish CI/CD pipelines and Infrastructure as Code using Terraform, CloudFormation, or AWS CDK . Lead code reviews and technical design reviews. Mentor migration developers and provide technical guidance. Collaborate with architects, business stakeholders, and application teams to ensure successful migration outcomes. Must-Have Skills AWS Cloud Python SQL PySpark Data Migration / ETL / ELT AWS Glue, S3, Lambda, Step Functions, DMS Data Quality & Reconciliation Relational Databases & Data Modeling CI/CD and Infrastructure as Code Required Qualifications 8+ years of experience in data engineering, ETL/ELT, or data migration. 3+ years of experience leading technical teams or migration workstreams. Strong hands-on expertise with AWS, Python, SQL, and PySpark . Experience with large-scale production data migrations. Strong knowledge of data quality frameworks, reconciliation, and validation. Strong understanding of relational databases, data modeling, and performance optimization. Experience with Agile delivery methodologies. Excellent troubleshooting, analytical, communication, and leadership skills. #J-18808-Ljbffr Tech3pillars Technologies
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