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Need Sr. Data Migration Architect with Dynamics 365 Migration & Azure Data Platform Exp -100% Remote

Remote, USA Full-time Posted 2025-11-03
Position: Sr. Data Migration Architect -100% Remote Duration: 6+ months Location: 100% Remote We are seeking an experienced and results-driven Senior Data Architect to lead the end-to-end data migration, modeling, and integration strategy as part of a large-scale transformation from legacy systems (e.g., AX 2009) to Microsoft Dynamics 365 CE & F&O. The ideal candidate will have deep expertise in Azure Data Services, Databricks Medallion Architecture, and enterprise data governance, along with a proven track record of delivering scalable, high-quality data solutions in complex enterprise environments. Key Responsibilities: Data Migration Strategy & Execution • Define and own the full data migration strategy from legacy platforms (e.g., AX 2009) to Dynamics 365 CE & F&O. • Design and implement robust ETL/ELT pipelines using Azure Data Factory and Informatica to support data movement, transformation, and validation. • Ensure high levels of data quality, integrity, consistency, and completeness throughout the migration lifecycle. • Establish data cleansing, mapping, and reconciliation frameworks to ensure smooth cutover. Enterprise Data Modeling & Architecture • Develop scalable, business-aligned enterprise data models based on Databricks Medallion architecture: • Bronze Layer: Raw data ingestion from APIs, flat files, FTP/SFTP. • Silver Layer: Cleansed, normalized, and structured data. • Gold Layer: Curated, analytics-ready data for business consumption. • Define and maintain data lineage, metadata standards, and governance using Unity Catalog and Azure Purview. • Optimize data architecture for performance, reusability, and ease of integration with reporting tools. Integration & Real-Time Data Enablement • Enable real-time and batch data ingestion from diverse systems such as Shelter LOB, PetProPortal, SFCC, Vetco, Dropbox, and FTP endpoints. • Integrate enterprise data flows via Azure Event Hub, Logic Apps, and Azure Function Apps. • Synchronize Dynamics 365 data with downstream applications through APIs, Dataverse, and messaging queues. Collaboration & Data Governance • Partner with enterprise architects, data engineers, BI teams, and business analysts to align data architecture with evolving business needs. • Implement end-to-end data validation, reconciliation, and exception-handling frameworks. • Ensure data privacy and security compliance in accordance with internal and regulatory policies. • Actively contribute to enterprise data governance boards, frameworks, and documentation efforts. Required Skills & Experience: • 10+ years of experience in data architecture, enterprise data modeling, and data platform modernization. • Proven experience with: • Azure Data Factory, Databricks, Delta Lake • Informatica ETL, Azure Event Hub, Logic Apps • Star/Snowflake schema and dimensional modeling techniques • Deep familiarity with Dynamics 365 CE & F&O data structures and legacy systems (e.g., AX 2009). • Hands-on experience designing solutions aligned with Medallion architecture and data lakehouse principles. Preferred Qualifications: • Microsoft Certified: Azure Data Engineer Associate or similar Azure certifications. • Experience with Unity Catalog, Azure Purview, data privacy and security frameworks. • Familiarity with CI/CD and DevOps practices for data pipelines using Azure DevOps. Best Regards, Chetna -D -Fax Truth Lies in Heart Apply Job! Apply to this Job

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