Data Migration Engineer — Cloud Modernization & Quality

Integral; Tysons (VA); Hybrid; USD 120,000 - 160,000; Full time

Benefits offered by this job

Medical, Dental & Vision Insurance

401(k) program with company match

Paid Time Off & Holidays

Parental leave

Job summary

Integral is seeking a Data/Migration Engineer to execute and support data migration, cleansing, profiling, and transformation activities across environments including VA, AWS VAEC, and legacy systems. The role focuses on data quality, masking, and governance to modernize platforms while ensuring security and compliance.

Ideal candidates will bring 10+ years in data migration, ETL/ELT processing, and cloud migrations, with BI/FinOps support experience and strong DDL/DML expertise for ongoing data

Qualifications

• Bachelor’s degree in computer science or IT with 10+ years' experience.
• Experience in data migration, 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

Responsibilities

• 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.

Skills

Data migration

ETL/ELT processing

Data cleansing

Data profiling

Database skills (DDL/DML)

Cloud migration (AWS/VAEC)

BI support/FinOps data analysis

Test data development

Data masking/sanitization

Education

Bachelor’s Degree in Computer Science or IT

Tools

Liquibase

Flyway

DMS

GoldenGate

AWS Glue

Oracle

Job description

Integral is seeking a Data/Migration Engineer to execute and support data migration, cleansing, profiling, and transformation activities across environments including VA, AWS VAEC, and legacy systems. The role focuses on data quality, masking, and governance to modernize platforms while ensuring security and compliance.

Ideal candidates will bring 10+ years in data migration, ETL/ELT processing, and cloud migrations, with BI/FinOps support experience and strong DDL/DML expertise for ongoing data