Data Migration Development Lead - AWS
Tech3pillars Technologies
Job title: Data Migration Development Lead AWS
Location: St. Louis, MO
Experience: 8+ Years
Role Type: Data Engineering / Migration Leadership
Job Summary
We are seeking an experienced Data Migration Development Lead to lead the design, development, testing, and execution of large-scale data migration solutions on AWS. The ideal candidate will have strong hands-on expertise in AWS data services, Python, SQL, and PySpark, along with proven experience leading migration workstreams and production cutovers.
Key Responsibilities
- Lead end-to-end data migration design, development, testing, and implementation.
- Build scalable ETL/ELT and data migration frameworks using AWS services.
- Develop high-volume migration pipelines using AWS Glue, S3, Lambda, Step Functions, DMS, Redshift, RDS, and Aurora .
- Design data extraction, transformation, cleansing, validation, loading, and reconciliation processes.
- Implement automated data quality, audit, reconciliation, and monitoring controls.
- Lead mock migrations, testing cycles, production cutovers, and post-migration validation.
- Develop migration runbooks, restart/recovery procedures, rollback strategies, and operational controls.
- Build CI/CD pipelines and Infrastructure as Code using Terraform, CloudFormation, or AWS CDK .
- Perform code reviews and technical design reviews while mentoring migration developers.
- Troubleshoot data, performance, integration, and migration issues.
- Collaborate with architects, application teams, business stakeholders, and infrastructure teams to ensure successful migration outcomes.
- Ensure migration solutions are scalable, reusable, auditable, and operationally efficient.
Required Qualifications
- 8+ years of experience in data engineering, ETL/ELT, or data migration.
- 3+ years of experience leading technical teams or data migration workstreams.
- Strong hands-on experience with AWS data and migration services .
- Strong programming skills in Python, SQL, and PySpark .
- Experience with AWS Glue, DMS, S3, Lambda, Step Functions, Redshift, RDS/Aurora .
- Proven experience with large-scale production data migrations.
- Strong knowledge of data quality, reconciliation, validation, and audit processes.
- Experience with relational databases, data modeling, and performance optimization.
- Experience with Terraform, CloudFormation, or AWS CDK .
- Strong troubleshooting, analytical, communication, and leadership skills.
- Experience working in Agile development environments.
Preferred Qualifications
- Experience designing reusable migration frameworks and accelerators.
- Experience with complex database-to-database or legacy-to-cloud migrations.
- Knowledge of migration automation, monitoring, logging, and observability.
- Experience managing production cutover and rollback activities.
- Experience with CI/CD tools and DevOps practices.
Key Success Measures
- Accurate and complete migration with minimal production defects.
- Successful execution of mock migrations and production cutovers within planned timelines.
- Strong automated reconciliation and data-quality controls.
- Scalable, reusable, and auditable migration frameworks.
- Minimal downtime and effective recovery during migration activities.
Vacancy posted 1 day ago
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