
Data Engineering Specialist
2 days ago
A Data Engineer is responsible for designing, building, and maintaining robust data platforms.
- Key Responsibilities:
- Data Pipeline Development: Create and manage jobs, dataflows, and triggers in Azure Data Factory and Azure Synapse Pipelines to ingest, transform, and load data from various sources into the Azure data platform.
- Data Modeling and Warehousing: Develop conceptual, logical, and physical data models for data warehouses and data lakes using techniques such as star schema and snowflake schema.
- Data Lake Management: Manage data storage and organization within Azure Data Lake Storage Gen2, ensuring proper folder structures, security, and data lifecycle management for raw, processed, and curated data zones.
- Data Transformation: Utilize dbt (data build tool) to transform raw data into analytics-ready datasets by writing complex SQL queries and stored procedures to cleanse, enrich, and aggregate data.
- Azure Service Integration: Integrate and work with a variety of Azure services, including Azure Synapse Analytics, Azure Databricks, Azure Functions, and Cosmos DB, to build a comprehensive data solution.
- ETL/ELT Processes: Implement and optimize Extract, Transform, Load (ETL) and Extract, Load, Transform (ELT) processes to ensure data is moved efficiently and accurately.
- Security and Governance: Apply data security best practices, implementing Role-Based Access Control (RBAC), managed identities, and Azure Key Vault to protect sensitive data. Work with Microsoft Purview for data cataloging and governance.
- Performance Optimization: Monitor and optimize the performance of data pipelines, queries, and data warehouse solutions, fine-tuning data structures and processing logic to improve efficiency and reduce costs.
Requirements:
- 4+ years of experience with key Azure data services, including Azure Data Factory, Azure Synapse Analytics, Azure Data Lake Storage, and Azure Databricks.
- Strong proficiency in SQL and at least one programming language such as Python or Spark (PySpark, Scala).
- Solid understanding of data warehousing principles, data modeling (dimensional modeling, etc.), and ETL/ELT concepts.
- CI/CD: Experience with version control systems like Git and Continuous Integration/Continuous Deployment (CI/CD) practices using Azure DevOps.
- Ability to work effectively with cross-functional teams to understand requirements and deliver data solutions.
- Excellent analytical and problem-solving skills with a focus on delivering high-quality, reliable data solutions.
- Strong verbal and written communication skills to articulate technical concepts to both technical and non-technical stakeholders.
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