What are the core responsibilities of a Data Architect in 2026?
- Designing scalable data architectures that support both operational and analytical workloads.
- Implementing enterprise data governance and security frameworks to ensure regulatory compliance.
- Leading cloud migration strategies and managing modern data stack components like Snowflake, Databricks, and dbt.
- Defining data modeling standards (Star Schema, Data Vault) to ensure consistency and performance across the organization.
- Collaborating with AI/ML teams to architect feature stores and data pipelines for production-grade machine learning.
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- Built a streaming ingestion engine using Apache kafka and Spark Streaming to process 10k events per second.
- Integrated a vector database for AI-driven semantic search capabilities within the internal data catalog.
- Designed and implemented a scalable data lakehouse architecture using aws! and snowflake that reduced data latency by 45%.
- I was responsible for leading the migration of legacy on-premise ETL pipelines to modern dbt and Airflow workflows.
- Developed enterprise-wide data governance frameworks to ensure gdpr and CCPA compliance across all PII data streams.
- Optimized complex SQL queries and indexing strategies, resulting in a 30% improvement in dashboard load times for executive leadership.
Grammar Suggestion
Smart Capitalization: Recognizes 'AWS' as the standard acronym for Amazon Web Services in a technical context.
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