Data Engineer (Remote)

This role supports the large-scale modernization of legacy systems by leading the migration of documentation and records into a cloud-based environment. The position focuses on transforming document-heavy workflows into structured, digital processes, while enabling seamless data integration across systems using MuleSoft APIs. The work directly supports enhanced analytics, reporting, and operational efficiency for a mission-critical enterprise platform.

Responsibilities 

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

• Analyze and convert unstructured, document-heavy data into structured, analytics-ready formats using Document AI.

• Implement data quality processes (cleansing, deduplication, reconciliation) to ensure accuracy and completeness post-migration.

• Support phased migration and system cutover with minimal operational disruption.

• Design, build, and maintain MuleSoft integrations, including API development for real-time and batch data exchange.

• Apply data transformation logic (e.g., DataWeave) and troubleshoot integration/data flow issues across systems.

• Contribute to Salesforce Data 360 implementation, including data harmonization, identity resolution, and unified profiles.

• Ensure proper data ingestion, lineage, metadata management, and traceability across the ecosystem.

• Ensure compliance with data governance, privacy, and security requirements (e.g., PII).

• Collaborate in Agile teams; support testing, documentation, and audit readiness across migration and integration efforts.

Required Qualifications

• U.S. Citizenship required due to federal contract requirements

• Ability to obtain and maintain a Public Trust clearance

• Candidate must have lived in the U.S. for three (3) full years out of the last five (5) 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 (e.g., Data Loader, APIs), and managing relational datasets

• 2+ years' experience implementing data quality, validation, and reconciliation processes during migration efforts

Preferred Qualifications

• Current or recent Public Trust or active Secret clearance

• Experience supporting DHS or other federal agencies

• 1+ year Experience using Informatica (e.g., PowerCenter, IICS) for ETL/ELT development, data mapping, and pipeline orchestration

• 2+ years proficiency in SQL and relational data modeling concepts

• Experience working with both structured and unstructured data, including document-based records

• 1+ year Experience supporting or developing MuleSoft integrations, including API development, data transformations, and system-to-system data flows

• 1+ years experience with MuleSoft Anypoint Platform, including DataWeave and API-led connectivity patterns

• Familiarity with cloud-based SaaS platforms and distributed data architectures

•  Familiarity with metadata management, data lineage, and audit frameworks

• Experience working in federal or highly regulated environments

• Experience supporting Agile delivery teams and cross-functional collaboration

• Experience supporting large-scale, document-centric system migrations

• Familiarity with Docusign eSignature and Contract Lifecycle Management (CLM) products a plus

• Experience with Salesforce Data 360 (Data Cloud), including data harmonization and identity resolution

• Experience with Salesforce Document AI / Intelligent Document Processing (IDP) tools for extracting structured data from documents

• Understanding of data governance, security, and compliance requirements, particularly for sensitive data (e.g., PII)

Working at ICF

ICF is a global advisory and technology services provider, but we’re not your typical consultants. We combine unmatched expertise with cutting-edge technology to help clients solve their most complex challenges, navigate change, and shape the future.