Data Architect Dombivli

Job Title: Data Architect – Hybrid Graph ML + Graph RAG Platform

Level: Principal / Lead / Staff (IC6)

Employment Type: Full time, Permanent

Location: Remote – India

Experience Required: 15+ Years

About the Role

We are seeking a highly experienced Data Architect to lead the design of a next-generation Hybrid Graph ML + Graph RAG data platform powering a large-scale Tradecraft Evaluation Platform.

This role is responsible for architecting the unified knowledge representation layer that combines graph neural network (GNN) outputs with vector-based retrieval systems to support advanced reasoning, evaluation, and intelligence-style analytical workflows.

You will define the foundational data architecture for a platform operating on a massive knowledge graph containing approximately 10 billion records across 700+ data sources. The ideal candidate has deep expertise in large-scale ML/AI data systems, graph architectures, vector databases, lineage-driven dataset management, and production-grade RAG infrastructure.

This is a high-impact architecture role working closely with senior engineering leadership, ML teams, and platform architects.

Key Responsibilities

Core Responsibilities

Design scalable, high-performance data architectures for complex ML/AI and analytical workloads

Define enterprise-grade data modelling standards, schema governance, lineage, and versioning strategies

Evaluate and select appropriate storage technologies based on workload patterns and retrieval requirements

Establish data quality, integrity, observability, and compliance frameworks

Review and approve pipeline and platform designs created by engineering teams

Partner with ML engineers, platform engineers, and architects to align data infrastructure with system objectives

Project-Specific Responsibilities

Hybrid Graph ML + Graph RAG Architecture

Architect the unified context layer integrating:

GNN-generated entity embeddings and anomaly features

Vector retrieval outputs from Graph Apply on Kit Job: kitjob.in/job/4mgycf