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Data Migration ETL Engineer

Role overview

Summary

This role focuses on implementing migration pipelines from legacy systems into VA-EISS, ensuring data integrity and business meaning during the transition. You will collaborate with various stakeholders to address schema mismatches and support the modernization efforts of Integral Federal.

Qualifications

  • Bachelor’s Degree in computer science or IT related degree with 3-6 years’ experience.
  • Hands-on SQL and data engineering experience with ETL/ELT, relational data modeling and large-volume database migration.
  • Ability to code and debug Python/SQL scripts and review AI-generated transformation logic critically.
  • Practical understanding of source-to-target reconciliation, exception management and migration testing.
  • Experience building repeatable, version-controlled pipelines and supporting cutovers.

Responsibilities

  • Build SQL/Python/ETL pipelines, staging schemas, data cleansing rules, transformation jobs and automated reconciliation reports.
  • Review AI-generated extraction, migration and rollback scripts for accuracy, performance, idempotency, security and repeatability.
  • Execute migration rehearsals, measure throughput and data quality, diagnose exceptions and support final cutover plans.
  • Implement automated row-level and business-rule reconciliation across source/target systems with appropriate evidence and audit logs.

Key facts

Hard skills

Other skills

  • Collaboration
  • Problem Solving
  • Detail Oriented

About the company

Integral Federal, Inc. logo

Integral Federal, Inc.

  • IT Services & Consulting
  • SME
  • 201–500
At Integral, our imperative and unwavering commitment is to help our clients achieve their missions. We are proud of our proven record of accomplishment which we have established over the past 20 years. Integral is purposely built to be an agile mid-tier provider, giving our clients the capability of a large business without the bureaucracy. We invest in our people, so your mission receives the expert level support you deserve. Our expertise spans identity intelligence, multimodal biometrics, cybersecurity, and IT application development and service management. Every solution is tailored to customers’ unique needs and challenges. Our holistic approach ensures our solutions have immediate mission impact and we design our delivery models to optimize efficiency. At Integral, we leverage our CMMI-DEV Level 3 and CMMI-SVC Level 3 appraisals and ISO-certified Development Methodology to deliver high-quality, cutting-edge solutions, while our Project Management Methodology minimizes risk and helps ensure mission success.

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Job description

Overview:

The Data Migration ETL Engineer implements repeatable, auditable migration pipelines from BOSS-E, MBMS and related VA legacy sources into VA-EISS. Critically review AI-generated ETL scripts and data transformations, verifying that every conversion preserves required business meaning and record integrity in support of VA-EISS modernization.

Responsibilities:
  • Build SQL/Python/ETL pipelines, staging schemas, data cleansing rules, transformation jobs and automated reconciliation reports.
  • Review AI-generated extraction, migration and rollback scripts for accuracy, performance, idempotency, security and repeatability.
  • Execute migration rehearsals, measure throughput and data quality, diagnose exceptions and support final cutover plans.
  • Implement automated row-level and business-rule reconciliation across source/target systems with appropriate evidence and audit logs.
  • Coordinate with Data Analyst, Data Architect, QA Lead and VA stakeholders to resolve schema mismatches and mapping defects.
Qualifications:

Required:

  • Bachelor’s Degree in computer science or IT related degree with 3-6 years’ experience. Additional years of experience can substitute for a degree for the right candidate.
  • Hands-on SQL and data engineering experience with ETL/ELT, relational data modeling and large-volume database migration.
  • Ability to code and debug Python/SQL scripts and review AI-generated transformation logic critically.
  • Practical understanding of source-to-target reconciliation, exception management and migration testing.
  • Experience building repeatable, version-controlled pipelines and supporting cutovers.
  • Public Trust

Preferred:

  • SQL Server, Oracle, Salesforce extracts, AWS GovCloud/VAEC services and DevSecOps automation.
  • Federal benefits or cemetery systems, auditability/PII protections, historical conversion and GIS data migration.
  • Experience with synthetic data, reconciliation automation and VA-authorized AI coding tools.

Salary range: $130,000-$140,000

This position is in the proposal stage. The above salary range represents a general guideline. Integral Federal considers a number of factors when determining base salary offers, such as the scope and responsibilities of the position and the candidate's experience, education, skills, and current market conditions.

Depending on the position, employees may be eligible for overtime, shift differential, and/or discretionary bonuses in addition to base pay. 

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

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