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Data Architect
Job in
Union Beach, Monmouth County, New Jersey, USA
Listed on 2026-06-23
Listing for:
Intellectt Inc
Full Time
position Listed on 2026-06-23
Job specializations:
-
IT/Tech
Data Engineering, Data Warehousing
Job Description & How to Apply Below
- Own end-to-end architecture for cloud data platforms leveraging Snowflake and AWS-native analytics services (e.g., S3, Glue, Lake Formation, Athena, Redshift, EMR/Kinesis/MSK as applicable).
- Define target-state patterns for historical + incremental loads, batch/real-time ingestion, and scalable transformations using tools like dbt and orchestration frameworks (e.g., Airflow).
- Design Lakehouse / Medallion style architectures and integration approaches between AWS data lake and Snowflake analytics marts, including modern table formats (e.g., Iceberg where applicable).
- Lead architecture reviews, trade‑off decisions (performance/cost/security), and ensure solutions meet non‑functional requirements.
- Guide teams on building robust ELT/ETL pipelines, metadata management, and data quality controls (audit, reconciliation, balance/control frameworks).
- Establish best practices for Snowflake performance tuning, query optimization, and workload management.
- Define ingestion patterns from enterprise sources (e.g., SAP and other systems) into AWS/Snowflake using standard integration approaches.
- Architect and govern Power BI semantic models/datasets, ensuring consistent metrics (“single version of truth”), strong performance, and reusability.
- Implement enterprise‑grade security for BI (e.g., Row‑Level Security (RLS), access controls, dataset governance) aligned with data platform security design.
- Partner with BI developers and stakeholders to deliver scalable reporting patterns and lifecycle governance (certification, promotion, workspace standards).
- Design GenAI solution patterns using Amazon Bedrock, including Agents, Knowledge Bases (RAG), and safe deployment controls using Guardrails.
- Define agent tool/action patterns (action groups), retrieval grounding strategy, and observability/tracing for production readiness.
- Implement fine‑grained access control across the lake/warehouse ecosystem and enforce governance controls for data access and auditability.
- Define governance integration approaches beyond native capabilities when needed (catalog/lineage tools, stewardship workflows).
- Lead technical discovery, translate business needs into architecture, and produce design artifacts (HLD/LLD, roadmaps, standards).
- Mentor engineers, enforce engineering standards, and collaborate across product, platform, security, and operations teams.
- 10+ years in data platform / analytics architecture (or equivalent depth in engineering + architecture).
- Proven architecture experience with Snowflake (warehouse design, data modeling, performance tuning, governance/security).
- Strong hands‑on AWS analytics/data services experience, especially integrating lake + warehouse and enabling governed access.
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