Principal Data Architect

Micron Technology
Hyderabad
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 10+ yearsEducation: bachelorsSkills: []

Own end-to-end data architecture for AI-driven triage and RCA systems, including scalable data lake, metadata, semantic layers, and enterprise data models. Design large-scale knowledge graphs and AI enablement for GraphRAG, vector databases, and hybrid retrieval, supporting agentic RCA workflows. Build ingestion pipelines from engineering and telemetry systems, define governance/security standards, and ensure low-latency, observable AI inference at massive scale.

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FursaFursa
Micron Technology
Micron Technology
5 days ago

Principal Data Architect

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Source: Company careers pageValidated by: Fursa AI
Last checked: 6 hours agoStatus: Live
Reposted: similar role first listed 2 days ago

Job Summary

Own end-to-end data architecture for AI-driven triage and RCA systems, including scalable data lake, metadata, semantic layers, and enterprise data models. Design large-scale knowledge graphs and AI enablement for GraphRAG, vector databases, and hybrid retrieval, supporting agentic RCA workflows. Build ingestion pipelines from engineering and telemetry systems, define governance/security standards, and ensure low-latency, observable AI inference at massive scale.
Location: Hyderabad
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Sr. Manager level

Key Responsibilities

  • •Define end-to-end data architecture for AI-driven triage and RCA systems, including scalable data lake, metadata, and semantic layer architectures.
  • •Establish enterprise data models and a unified data foundation/common schema across diverse data sources and engineering domains.
  • •Architect large-scale knowledge graphs and related schemas/ontologies/entities to support semantic search and GraphRAG and hybrid retrieval workflows.
  • •Create data frameworks enabling advanced AI workflows, including vector databases and autonomous/agentic RCA workflows.
  • •Design ingestion pipelines and ensure data governance, quality, lineage, security, and observability/telemetry for AI feedback at low-latency scale.

Key Requirements

  • •Bachelor’s or Master’s degree in Computer Science, Data Engineering, Information Systems, or a related field (or equivalent experience).
  • •10+ years of proven experience in data architecture, data engineering, or analytics platforms.
  • •Deep expertise in data lakes/warehouses, knowledge graphs, vector databases, graph databases, and ETL/ELT pipelines.
  • •Strong data modeling and metadata management, including enterprise data models across multiple engineering domains.
  • •Experience building enterprise-scale AI/ML data platforms and understanding data governance, security, and compliance.
Experience:10+ yearsAI/MLData platformsKnowledge graphsRCA
Education:Bachelor's in Computer Science, Data Engineering, Information Systems, or related field
Tech Stack:Data lakesData warehousesKnowledge graphsNeo4jArcadeDBTigerGraphVector databasesGraph databasesETL/ELTData modelingMetadata managementData pipelinesSemantic layerOntologySemantic searchGraphRAGRAGAgentic AILLMAzure

Company Brief

Micron Technology
Designs and manufactures semiconductor memory and storage solutions, including DRAM, NAND, and NOR flash, for computing, networking, mobile, and automotive markets worldwide.
Industry: Electronics Manufacturing
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Boise, United States
Founded: 1978
Glassdoor
Glassdoor: 3.7
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