Data Architect Dombivli
Data Architect Dombivli
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Dombivli, India
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Posted: less than a week ago
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Description
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
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
Highlights
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Company nameALOIS Solutions
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Job positionData Architect Dombivli
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