Data Engineer

ICF

. Lead end-to-end data migration from legacy systems to cloud platforms, including Salesforce-centric data mapping, transformation, and validation .

Posted 9/17/2026full-timeRemote • Virginia • United StatesMid-LevelSenior💰 $98,614 - $167,644 per yearWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in data migration, integration, and quality processes, with a strong focus on Salesforce-centric solutions and compliance with data governance standards. Proficient in leveraging tools like MuleSoft and Informatica for effective data transformation and management.

Highest-signal resume keywords

Data MigrationSalesforce Data MigrationsMuleSoft IntegrationsData Quality ProcessesSQL Proficiency

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Data EngineeringData IntegrationData MappingData TransformationData ValidationData CleansingRelational Data ModelingDocument AIDataWeaveETL/ELT Development

Soft Skills

CollaborationAgile MethodologiesProblem SolvingCommunication

Tools & Technologies

SalesforceMuleSoft Anypoint PlatformInformaticaDocuSignCloud Platforms

Certifications & Qualifications

Public Trust ClearanceSecret Clearance

Industry Keywords

Data GovernanceData PrivacyPII HandlingFederal Contract ComplianceDocument-Centric Migrations

Tech Stack

Tools & technologies

CloudETLInformaticaSQL

About the role

Key responsibilities & impact

Lead end-to-end data migration from legacy systems to cloud platforms, including Salesforce-centric data mapping, transformation, and validation
Analyze and convert unstructured, document-heavy data into structured, analytics-ready formats using Document AI
Implement data quality processes including cleansing, deduplication, and reconciliation
Support phased migration and system cutover with minimal operational disruption
Design, build, and maintain MuleSoft integrations and APIs for real-time and batch data exchange
Apply DataWeave transformation logic and troubleshoot integration and data-flow issues
Contribute to Salesforce Data 360 implementation, including data harmonization, identity resolution, and unified profiles
Ensure data ingestion, lineage, metadata management, and traceability across the ecosystem
Ensure compliance with data governance, privacy, and security requirements, including PII handling
Collaborate in Agile teams and support testing, documentation, and audit readiness

Requirements

What you’ll need

U.S. Citizenship required due to federal contract requirements
Ability to obtain and maintain a Public Trust clearance
Must have lived in the U.S. for three full years out of the last five years
6+ years of experience in data engineering, data migration, or data integration roles
Proven experience executing large-scale data migration efforts, including legacy system transformation
2+ years hands-on experience with Salesforce data migrations, including data modeling, data loading, and managing relational datasets
2+ years' experience implementing data quality, validation, and reconciliation processes during migration efforts
Preferred: Current or recent Public Trust or active Secret clearance
Preferred: Experience supporting DHS or other federal agencies
Preferred: 1+ year using Informatica for ETL/ELT development, data mapping, and pipeline orchestration
Preferred: 2+ years proficiency in SQL and relational data modeling concepts
Preferred: Experience with structured and unstructured data, including document-based records
Preferred: 1+ year supporting or developing MuleSoft integrations, including API development, data transformations, and system-to-system data flows
Preferred: 1+ years experience with MuleSoft Anypoint Platform, including DataWeave and API-led connectivity patterns
Preferred: Familiarity with cloud-based SaaS platforms and distributed data architectures
Preferred: Familiarity with metadata management, data lineage, and audit frameworks
Preferred: Experience in federal or highly regulated environments
Preferred: Experience supporting Agile delivery teams and cross-functional collaboration
Preferred: Experience supporting large-scale, document-centric system migrations
Preferred: Familiarity with DocuSign eSignature and Contract Lifecycle Management products
Preferred: Experience with Salesforce Data 360 (Data Cloud), including data harmonization and identity resolution
Preferred: Experience with Salesforce Document AI / Intelligent Document Processing tools
Preferred: Understanding of data governance, security, and compliance requirements, particularly for sensitive data such as PII

Benefits

Comp & perks

Equal opportunity employer
Reasonable accommodations for disabilities, disabled veterans, and sincerely held religious beliefs
Confidential accommodation support throughout the application and employment process