Data Architect, Product Modernization

Responsibilities

• Provide deep experience to build data solutions across multiple Adobe products and cloud platforms aligned with enterprise data strategy.
• Engage closely with customers and Adobe team to facilitate data discovery by evaluating systems and business processes.
• Unify disparate data sources to meet customers’ digital marketing use cases.
• Showcase and follow frameworks for data quality, define standards, master data management, data services, data governance, data modeling, tools, data security, privacy, and compliance.
• Drive end-to-end data migration initiatives, transforming and migrating large-scale datasets while maintaining data quality, integrity, and compliance.
• Assess platform maturity and identify redesign opportunities prior to modernization.
• Design data models across Analytics, Content, and Commerce domains.
• Develop data ingestion pipelines across various data sources.
• Support end-to-end modernization migrations, preserving metric definitions, historical accuracy, and data integrity.
• Develop validation and reconciliation documentation for legacy-vs-modern platform comparisons.

Requirements

Core Requirements

• 8+ years of hands-on data architecture, data modeling, SQL development, and analytics platform experience.
• Expert proficiency in crafting customer-centric database models and datasets.
• Demonstrated experience auditing, assessing, and documenting data components.
• Advanced SQL skills and experience with Adobe Experience Platform.
• Knowledge of identity resolution, data privacy frameworks, and API-first integration patterns.
• Excellent written and verbal communication skills.
• Degree in Computer Science, Information Systems, Data Science, or related field.

Nice to Have

• Adobe Certified Expert (ACE) in CJA or AEP Data Architect.
• Hands-on experience with Adobe Experience Platform for Content or Commerce.
• Experience with Analytics-to-CJA migration patterns and metric mapping best practices.
• Experience with version control (Git) and CI/CD practices.
• Track record of presenting modernization audits and migration strategies to stakeholders.