Data/Migration Engineer

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

Overview

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.

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.

Qualifications

Required:

• 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

Company Overview

Integral partners with federal defense, intelligence, and civilian leaders to tackle their most important challenges and deliver positive outcomes. Since our founding in 1998, we have helped clients leverage existing and emerging technologies to transform their enterprises, empower growth, drive innovation, and build sustainable success. The forward-leaning solutions we deliver are tailored to each mission with a focus on keeping our nation safe and secure.

Integral is headquartered in McLean, VA and serves clients throughout the country.

We offer a comprehensive total rewards package including paid parental leave and immediate vesting in our 401(k). Give us a try and become part of a curated group of professionals at Integral Federal!

Our package also includes:

Medical, Dental & Vision Insurance

Flexible Spending Accounts

Short-Term and Long-Term Disability Insurance

Life Insurance

Paid Time Off & Holidays

Earned Bonuses & Awards

Professional Training Reimbursement

Employee Assistance Program

Equal Opportunity Employer/Protected Veteran/Disability