Position Overview
The AI/ML Engineer is a hands-on technical specialist responsible for designing, building, and operationalizing AI and machine learning capabilities within the MDM platform and its surrounding ecosystem. This role focuses on applying AI/ML to core MDM problems — entity matching, deduplication, data quality scoring, anomaly detection, and intelligent automation of data stewardship workflows.
This is not a research role — the AI/ML Engineer builds production-grade models and integrates them into the MDM platform's operational pipelines. The role operates under the "you build it, you support it" model, owning AI/ML features from experimentation through production deployment and ongoing monitoring.
The AI/ML Engineer works closely with the MDM Architect (who drives overall technical direction), the Engineering Manager (who drives delivery), and MDM/Integration developers (who build the platform and pipelines that AI/ML models plug into).
Key Responsibilities AI/ML Model Development & Integration
Design, build, and train ML models for entity matching, deduplication,
and record linkage across customer, supplier, contact, and item domains
Develop probabilistic and deterministic matching algorithms that improve match accuracy over traditional rule-based approaches
Build data quality scoring models that assess completeness, accuracy, consistency, and timeliness of master data records
Develop anomaly detection models to identify data quality issues, unusual patterns, and potential duplicates in real-time data flows
Design and implement intelligent survivorship logic using ML to determine optimal golden record attribute values from multiple sources
Build NLP/text processing capabilities for entity name standardization, address parsing, and fuzzy matching
Integrate AI/ML models into MDM platform workflows — matching, merging, stewardship routing, and exception handling
Develop automated data classification and categorization models for incoming records
Build r
📌 Application Development (Pune)
🏢 Vertiv
📍 Pune