Data Architect

5 days ago


Jersey City, NJ, United States Purple Drive Full time

Data Architect - Snowflake

Key responsibilities

Architecture Design:

- Design and maintain scalable, high-performance Snowflake data warehouse architectures to support both batch and real-time data ingestion.

- Define and enforce data modeling standards (e.g., dimensional, normalized, or hybrid) tailored to Snowflakes architecture.

- Architect data integration frameworks that support complex transformations, multi-source ingestion, and cross-domain data harmonization. Internal (Green)Data Ingestion

Integration:

- Integrate data from diverse sources (e.g., APIs, on-prem databases, cloud storage, third-party feeds) into Snowflake.

- Ensure data pipelines are resilient, fault-tolerant, and optimized for performance and cost.

Data Governance / Quality:

- Define and implement data quality frameworks, validation rules, and monitoring processes.

- Collaborate with data governance teams to ensure compliance with data privacy, security, and regulatory requirements.

- Support metadata management, lineage tracking, and data catalog integration.

Performance / Optimization:

- Monitor and tune Snowflake workloads, including query performance, warehouse sizing, and storage optimization.

Collaboration / Leadership:

- Provide architectural guidance and mentorship to engineering teams on best practices for Snowflake and data integration.

- Lead design reviews and contribute to strategic planning for enterprise data initiatives.

Qualifications/Education/Experience:

- Bachelors or Masters degree in Computer Science, Data Engineering, Information Systems, or a related field.

- 7 years of experience in data architecture, data engineering, or enterprise data warehousing.

- Proven experience designing and implementing large-scale Snowflake data platforms in production environments.

- Snowflake Expertise

- Deep understanding of Snowflake architecture, including virtual warehouses, Snowpipe, Streams, Tasks, and Time Travel.

- Experience with Snowflake performance tuning, cost optimization, and security best practices.

- Familiarity with Snowflake data sharing, data marketplace, and multi-cluster warehouse configurations.

- Data Integration Pipeline Skills

- Strong experience with both batch and streaming data ingestion frameworks (e.g., Apache Spark, Kafka, Python, dbt, Airflow).

- Ability to design and manage complex ETLELT pipelines integrating data from diverse sources (e.g., APIs, cloud storage, on-prem systems).

- Proficiency in SQL and scripting languages (e.g., Python, Shell) for data transformation and orchestration.

- Data Modeling Governance

- Expertise in data modeling techniques (dimensional, normalized, data vault) and metadata management.

- Understanding of data governance, data quality frameworks, and regulatory compliance (e.g., GDPR, SOX).

- Experience with data cataloging tools and lineage tracking (e.g., Alation, Collibra, Microsoft Purview).

- Leadership Communication

- Strong collaboration skills to work with cross-functional teams including data engineers, analysts, and business stakeholders.

- Ability to translate business requirements into scalable and maintainable data architecture.

- Excellent communication and documentation skills to articulate architectural decisions and data strategies.


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