Principal Data Architect - Hyderabad - Phoenix Aquila, India
Originally posted 7 September 2026 by the employer — open 14 days.
About the role
This role involves defining and designing end-to-end data architecture for AI-driven Triage and RCA systems. It focuses on large-scale knowledge graphs representing engineering expertise and failure mechanisms.
What you'll do
- Define the end-to-end data architecture for AI-driven Triage and RCA systems.
- Design scalable data lake, metadata, and semantic layer architectures.
- Architect large-scale knowledge graphs representing engineering expertise, failure mechanisms, product relationships, and historical RCA data.
- Enable advanced AI workflows demonstrating GraphRAG, vector databases, and hybrid retrieval systems.
- Build data ingestion pipelines from engineering systems, telemetry platforms, defect databases, Jira, Confluence, test infrastructures, and manufacturing systems.
- Design data architecture supporting millions of records and low-latency AI inference.
What you'll need
- 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, Data Warehouses, Knowledge Graphs (Neo4j, ArcadeDB, TigerGraph), Vector Databases, Graph Databases, ETL/ELT Pipelines, Data Modeling, Metadata Management, and Cloud Platforms (Azure, GCP, AWS).
- Experience building enterprise-scale AI/ML data platforms.
- Strong understanding of data governance, security, and compliance.
Nice to have
- Semiconductor, manufacturing, reliability, or engineering analytics experience.
- Experience with RAG, GraphRAG, Agentic AI, and LLM applications.
- Familiarity with engineering systems such as Jira, Confluence, test infrastructures, and telemetry platforms.
- Experience developing data products for decision systems powered by advanced technology.
Skills: AI-driven Triage, RCA systems, Knowledge Graphs, AI workflows, GraphRAG, vector databases
This role has been open 14 days — well below the 67-day median for AI/ML Hardware Engineering roles.
AI/ML Hardware Engineering · AI ML Hardware
|
Open roles in category
516
|
Median days open
67 d
|
Median salary
$232k
|
See the full market breakdown ▾Category comparison, skills in demand, and who else is hiring
| Metric | Micron Technology | All employers we track in this specialty (516 roles · 76 employers) |
|---|---|---|
| Open roles in this specialty | 32 | 516 |
| Open roles in the wider Software, Firmware & Systems family | 261 | 5829 · 143 employers |
| Median days open | 39 d | 67 d (−28 d vs this employer) |
| Median salary (USD postings) | — | $232k |
Skills observed across this category: AI-driven Triage, RCA systems, Knowledge Graphs, AI workflows, GraphRAG, vector databases
Who's hiring in this category
- Qualcomm · 106 open roles · median 99 d
- NVIDIA · 85 open roles · median 67 d
- AMD · 43 open roles · median 62 d
- Micron Technology (this employer) · 32 open roles · median 39 d
- Mobileye · 25 open roles · median 53 d
- Analog Devices · 14 open roles · median 24 d
How we counted: 516 open AI/ML Hardware Engineering (AI ML Hardware) roles from 76 employers tracked in the SemiconductorJobs index, counted 21 Sept 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Software, Firmware & Systems family row. Figures refresh nightly.