AI Architect – MDM & Data Governance

Location: [Noida/ Pan India] | Practice: MDM & Data Governance CoE | Experience: 8+ years]

About The Role

We are looking for an AI Architect to lead the design and evolution of AI-driven solutions within our Master Data Management (MDM) and Data Governance practice. This role sits at the intersection of data architecture and applied AI — designing intelligent accelerators (matching, stewardship automation, DCR resolution, data quality agents) that augment platforms like Reltio, Informatica IDMC, and Veeva Network, while also playing a key role in pre-sales and solution architecture for client pursuits.

Key Responsibilities

AI Solution Architecture

Architect AI/ML and agentic solutions for core MDM and data governance use cases: match & merge, survivorship, DCR automation, anomaly detection, data quality scoring, and stewardship workflows
Design and own the technical architecture for AI accelerators (e.g., Smart DCR Agents, Potential Match Resolution Agents, Agentic HCP/HCO Mastering engines), ensuring scalability, explainability,



and platform-agnostic integration
Evaluate and select appropriate AI/ML techniques (LLMs, classical ML, rules + ML hybrid models) based on use case, data volume, and latency requirements
Define reference architectures integrating AI layers with MDM platforms (Reltio, Informatica IDMC, Veeva Network) and governance/catalog tools (Collibra, Atlan, Alation)

Optimization & Continuous Improvement

Drive performance tuning, accuracy benchmarking, and continuous optimization of existing AI accelerators and agents
Establish feedback loops (human-in-the-loop stewardship, model retraining cadences) to improve match precision and reduce false positives/negatives over time
Monitor and report on AI accelerator ROI metrics (cycle time reduction, automation rate, data quality lift) to clients and internal leadership
Identify opportunities to modernize legacy rule-based MDM/DG processes with AI-native alternative

📌 Associate Director (Noida)
🏢 Axtria - Ingenious Insights
📍 Noida