ETL/Data Migration Engineer (Mid)

AnaVation

Huntsville, AL Posted November 5, 2026

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On-site Full-time Mid level
Job Description
Be Challenged and Make a Difference 
 
In a world of technology, people make the difference. We believe if we invest in great people, then great things will happen. At AnaVation, we provide unmatched value to our customers and employees through innovative solutions and an engaging culture. 

Description of Task to be Performed:

AnaVation is seeking an experienced ETL/Data Migration Engineer (Mid) to join our growing Huntsville, Alabama-based work program. The selected candidate will support data extraction, transformation, validation, and loading activities within a major federal modernization program. This role directly contributes to large scale data migration operations by executing ETL workflows, preparing data for cloud ingestion, resolving transformation issues, and ensuring required data quality standards are met. The engineer works alongside senior migration staff and technical teams to deliver reliable, accurate, and repeatable data operations throughout mission critical modernization cycles.

Specific duties and responsibilities include:

ETL Execution & Data Transformation
  • Execute ETL workflows for structured and unstructured datasets migrating from legacy systems to cloud environments.
  • Perform data extraction, transformation, cleansing, normalization, and enrichment according to migration specifications.
  • Troubleshoot transformation issues and coordinate resolution with senior ETL and data engineering staff.
  • Support automation improvements enhancing repeatability and reliability of ETL operations.
Migration Operations Support
  • Prepare datasets for migration cycles, including pre migration readiness checks and staging activities.
  • Assist senior engineers during large scale extraction events, test cycles, and cutover operations.
  • Perform pipeline monitoring and basic performance validation during data movement operations.
Data Quality, Validation & Issue Resolution
  • Conduct verification activities to confirm accuracy, completeness, and consistency of transformed data.
  • Identify defects or anomalies and work with engineering and QA teams on root cause analysis.
  • Document recurring issues and support improvements in validation processes and quality controls.
Cross Team Collaboration 
  • Collaborate with Data Engineers, Senior ETL & Migration Engineers, QA/Test Engineers, Cloud Engineers, and Product Owners.
  • Participate in sprint ceremonies, backlog refinement, and migration planning discussions.
  • Support integration of ETL processes with broader data pipelines and downstream systems.
Documentation & Reporting
  • Maintain data maps, ETL logs, transformation procedures, SOPs, and technical notes.
  • Provide updates on ETL execution progress, validation findings, and pipeline status.
  • Document workflows and repeatable processes to ensure consistent future migration cycles.
This position requires an active Top Secret (TS) clearance and the ability to obtain SCI accesses with a CI polygraph.
This position is on-site with our customer in Huntsville, Alabama, and cannot be supported remotely.
Required Skills
ETL transformation troubleshooting data engineering cross-team collaboration collaboration quality assurance TypeScript
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