Daman ยท 1 day ago
Databricks Architect
Daman is seeking a Databricks Architect to develop, maintain, and optimize big data solutions using the Databricks Unified Analytics Platform. This role supports data engineering, machine learning, and analytics initiatives, focusing on large-scale data processing.
Responsibilities
Designing and developing scalable data pipelines
Implementing ETL/ELT workflows
Optimizing Spark jobs
Integrating with Azure Data Factory
Automating deployments
Collaborating with cross-functional teams
Ensuring data quality, governance, and security
Qualification
Required
Implement ETL/ELT workflows for both structured and unstructured data
Automate deployments using CI/CD tools
Collaborate with cross-functional teams including data scientists, analysts, and stakeholders
Design and maintain data models, schemas, and database structures to support analytical and operational use cases
Evaluate and implement appropriate data storage solutions, including data lakes (Azure Data Lake Storage) and data warehouses
Implement data validation and quality checks to ensure accuracy and consistency
Contribute to data governance initiatives, including metadata management, data lineage, and data cataloging
Implement data security measures, including encryption, access controls, and auditing; ensure compliance with regulations and best practices
Proficiency in Python and R programming languages
Strong SQL querying and data manipulation skills
Experience with Azure cloud platform
Experience with DevOps, CI/CD pipelines, and version control systems
Working in agile, multicultural environments
Strong troubleshooting and debugging capabilities
Design and develop scalable data pipelines using Apache Spark on Databricks
Optimize Spark jobs for performance and cost-efficiency
Integrate Databricks solutions with cloud services (Azure Data Factory)
Ensure data quality, governance, and security using Unity Catalog or Delta Lake
Deep understanding of Apache Spark architecture, RDDs, DataFrames, and Spark SQL
Hands-on experience with Databricks notebooks, clusters, jobs, and Delta Lake
Knowledge of ML libraries (MLflow, Scikit-learn, TensorFlow)
Databricks Certified Associate Developer for Apache Spark
Azure Data Engineer Associate