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Cloud Architect

3 months ago

Noida, India EXL Full time

Responsibilities:

  • Databricks Data Pipeline Development: Design, develop, and maintain complex data pipelines using Delta Live Tables (DLT) to support SCD Type 1 and SCD Type 2 requirements.
  • Proficiency in ADF Pipelines: In-depth understanding of Azure Data Factory pipelines, activities, triggers, and control flow. Ability to design and implement complex pipelines that handle diverse data sources and transformations.
  • Data Integration Expertise: Strong grasp of data integration patterns and best practices. Experience connecting to various data sources (databases, files, cloud storage) and transforming data using ADF activities or external compute (Databricks, Azure Functions).
  • Data Modeling: Design and implement efficient and scalable data models for data warehouses and data marts.
  • Data Warehousing: Build and maintain data warehouses utilizing Databricks' capabilities, ensuring data integrity and performance.
  • Delta Lake Expertise: Leverage Delta Lake features such as ACID transactions, time travel, and schema evolution for robust data management.
  • Unity Catalog: Utilize Unity Catalog for data governance, access control, and data discovery within the Databricks environment.
  • Delta Share: Facilitate secure and governed data sharing across internal and external stakeholders using Delta Share.
  • CI/CD: Implement and manage continuous integration and continuous deployment (CI/CD) processes for Databricks notebooks and projects.
  • Dashboard Development: Create and maintain insightful dashboards within Databricks to monitor and visualize key data quality metrics.
  • Workflow Management: Develop and manage Databricks workflows to automate data processing and orchestrate complex data pipelines.
  • Compute Management: Optimize and scale Databricks compute resources to ensure optimal performance and cost efficiency.
  • Data Governance: Implement data masking and other data governance practices using Unity Catalog to safeguard sensitive data.
  • Azure Resource Management: Manage and provision Azure resources to support Databricks deployments.
  • Azure Ecosystem Knowledge: Understanding of Azure services like Azure Blob Storage, Azure SQL Database, Azure Data Lake Storage, and Azure Synapse Analytics.
  • ADF Data Flows: Expertise in designing and optimizing data flows for efficient data transformations. Ability to use mapping data flows and wrangling data flows effectively.



Qualifications:

  • 10+ years of experience in data engineering or a related field.
  • 7+ years of hands-on experience with Databricks, including Delta Live Tables, Unity Catalog, Delta Share, and SQL Warehouses.
  • Expertise in data modeling, data warehousing, and ETL/ELT processes.
  • Proficiency in SQL and Python or Scala for Databricks development.
  • Experience with CI/CD pipelines for Databricks notebooks and projects.
  • Strong understanding of data governance and security principles.
  • Experience with Azure cloud infrastructure and resource management.
  • Excellent communication and collaboration skills.
  • Self-motivated and able to work independently with minimal supervision.
  • Experience in the healthcare sector is a plus.
  • Experience with Databricks streaming tables and materialized views.
  • Knowledge of data privacy regulations like HIPAA.
  • Familiarity with other cloud platforms (AWS, GCP).
  • Contributions to open-source Databricks projects.