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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data/Migration Engineer - **Company:** Integral Consulting Services - **Location:** Tysons, VA, United States - **Experience:** Expert - **Salary:** $176,000.0 - $242,000.0 - **Contract:** Permanent contract - **Skills:** Amazon Web Services, Data Analysis, Profiling, Databases, Data Cleansing, Data Dictionary, Data Governance, Extract Transform Load (ETL), Data Manipulation Languages, Data Masking, Data Transformation, Data Migration, Data Profiling, Liquibase, Metadata Repositories, Oracle (Applications), Pentaho Data Integration, Test Data, Database Performance, Database Migration, Information Technology, AWS Glue, Cloud Migration - **Published:** August 19, 2026 - **Apply:** https://www.jofdav.com/jobs/59313206-data-migration-engineer ## About the Role * Bachelor's Degree in computer science or IT with 10+ years' experience * Experience in data migration, data cleansing, profile analysis, ETL/ELT processing, and transformation. * Experience executing DDL/DML updates, performing database refreshes, and implementing data masking/sanitization processes. * Experience supporting cloud migration efforts (AWS, VAEC) and legacy data modernization. * Experience providing BI support, FinOps data analysis, and quality monitoring activities. * Experience developing test data, managing database performance, and supporting migration tools * Knowledge of database migration tools (Liquibase, Flyway, DMS, GoldenGate, etc.) and cloud data services * Strong understanding of masking/sanitization techniques and compliance requirements for handling VA data * Public Trust Preferred: * Use of Oracle; DMS, GoldenGate, AWS Glue, Pentaho; legacy modernization ## Description The Data/Migration Engineer is responsible for executing and supporting all data migration, cleansing, profiling, and transformation activities required to modernize systems and move data between environments (production * lower environments, legacy * modern VA platforms such as BIP/AWS VAEC) for the Department of Veterans Affairs (VA), Office of Information and Technology (OIT), Product Delivery Services (PDS), Benefits and Memorials (BAM), Memorial and Benefit Services (MBS) deliver secure, reliable, and effective Information Technology (IT) solutions that support the Department's mission., * Ensures data quality, prepares test data, manages database refresh operations, and supports BI, FinOps, and data governance initiatives. * Execute data profiling, cleansing, and migration strategies, including creation of test data. * Support development and implementation of data migration strategies, plans, requirements, and testing across environments. * Maintain repeatable processes and scripts to mask/sanitize data when databases are refreshed from production. * Detect and resolve data quality issues, performing analysis on causes, impacts, and remediation. * Maintain Architecture Document Artifacts and participate in peer reviews. * Support creation and maintenance of Data Models, Data Dictionaries, Data Catalogs, and migration documentation * Manage DDL/DML updates, database refreshes, and masking/sanitization processes. * Execute data profiling, cleansing, migration strategies, and test data creation. * Manage DDL/DML updates, database refreshes, and masking/sanitization processes. * Support BI integration, FinOps reporting analysis, and data quality monitoring. ## Related Videos - [Kubernetes and Microservices with Multi-Model Databases](https://www.wearedevelopers.com/videos/382-kubernetes-and-microservices-with-multi-model-databases) - [Profiling Symfony & PHP apps with Blackfire](https://www.wearedevelopers.com/videos/265-profiling-symfony-php-apps-with-blackfire) - [How we built an AI-powered code reviewer in 80 hours](https://www.wearedevelopers.com/videos/1511-how-we-built-an-ai-powered-code-reviewer-in-80-hours) - [Modern Data Architectures need Software Engineering](https://www.wearedevelopers.com/videos/1030-modern-data-architectures-need-software-engineering) - [Fault Tolerance and Consistency at Scale: Harnessing the Power of Distributed SQL Databases](https://www.wearedevelopers.com/videos/1146-fault-tolerance-and-consistency-at-scale-harnessing-the-power-of-distributed-sql-databases) - [Enhancing Workload Security in Kubernetes](https://www.wearedevelopers.com/videos/356-enhancing-workload-security-in-kubernetes) ## Related Articles - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [The Most Popular IT Jobs on the Market](https://www.wearedevelopers.com/magazine/376-the-most-popular-it-jobs-on-the-market) - [Top-Paying Tech Jobs (with Salaries)](https://www.wearedevelopers.com/magazine/372-top-paying-tech-jobs-with-salaries) - [What Are The Top Skills Required For Azure Developers?](https://www.wearedevelopers.com/magazine/77-what-are-the-top-skills-required-for-azure-developers) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production)