Experience:8-15 Years

MDM Architecture & Strategy
• Strong experience designing end-to-end enterprise MDM solutions
• Deep understanding of MDM styles: registry, consolidation, coexistence, centralized
• Ability to define multi-domain MDM strategy (Customer, Product, Vendor, Reference Data)
• Expertise in enterprise data modeling (conceptual, logical, physical)
• Ability to define golden record strategy, survivorship, and identity resolution
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End-to-End MDM Flow
• Strong understanding of complete MDM lifecycle:
o Source onboarding
o Data ingestion (batch/real-time)
o Staging and standardization
o Matching, merging, survivorship
o Hierarchy management
o Distribution to downstream systems
• Experience designing multi-source ingestion and crosswalk/id mapping strategies
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Data Governance
• Ability to design and implement enterprise data governance frameworks
• Experience defining:
o Data ownership (data owners, stewards)
o Governance operating model and RACI
o Data policies, standards, and controls
• Experience designing data stewardship workflows and approval processes
• Understanding of metadata management, lineage, and auditability
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Data Quality




• Robust experience in defining data quality frameworks:
o Profiling
o Validation rules
o Standardization and cleansing
o Enrichment processes
• Ability to define data quality KPIs, scorecards, and monitoring frameworks
• Experience integrating DQ processes within MDM lifecycle
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Integration & Ecosystem Architecture
• Strong experience designing integration patterns:
o Batch, real-time, event-driven
o API-led integrations
• Ability to integrate MDM with:
o ERP, CRM, legacy systems
o Data lakes / data platforms
• Experience with microservices/API-first architectures
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Performance & Scalability
• Ability to design for high-volume, enterprise-scale data environments
• Experience defining performance optimization strategies (match, load, integration)
• Knowledge of scalability, availability, and resilience patterns
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Delivery & Leadership
• Ability to lead end-to-end MDM programs (strategy implementation adoption)
• Experience in client workshops, requirements, and solution design discussions
• Strong stakeholder management across Business, IT, Data Governance teams
• Experience mentoring teams and driving best practices

📌 Master Data Management Architect (Telangana)
🏢 QUANTALEAP
📍 Telangana