Role Overview
We are seeking a Data Modeler to design, develop, and maintain high‑quality conceptual, logical, and physical data models that support analytics, reporting, AI/ML, and GenAI use cases. This role partners closely with data engineers, governance teams, analytics, and business stakeholders to ensure data structures are scalable, performant, governed, and aligned with business semantics across AWS and Azure data platforms.

Key Responsibilities
Data Modeling & Design
Design and maintain conceptual, logical, and physical data models to support enterprise analytics, reporting, and AI use cases.
Develop dimensional, relational, and hybrid models (e.g., star, snowflake, data vault where applicable).
Translate business requirements into well‑structured, reusable data models.
Ensure data models support both batch and near‑real‑time use cases.
Cloud Data Platforms & Analytics
Design data models optimized for Snowflake, including performance, scalability, and cost efficiency.
Partner with data engineering teams to implement models in Databricks (Spark) settings.




Support cloud data storage solutions such as S3 and ADLS Gen2.
Ensure models align with analytics and BI consumption patterns.
Data Integration & Transformation Alignment
Collaborate with data engineers to ensure data pipelines correctly populate and maintain models.
Define source‑to‑target mappings and transformation logic.
Ensure consistency of data definitions across source systems and downstream consumers.
AI / ML & Advanced Analytics Enablement
Design data and feature models that support ML and GenAI workloads using SageMaker and Amazon Bedrock.
Partner with data scientists to ensure feature usability, consistency, and lineage.
Enable explainability, traceability, and reuse of data assets for AI initiatives.
Data Governance & Quality
Work closely with data governance teams to align models with:
Business glossaries
Metadata and lineage standards
Data quality rules and validation checks
Ensure model

📌 Data Modeler Bengaluru
🏢 Fresenius Medical Care
📍 Bengaluru