Design, develop, and maintain scalable data transformation and analytics pipelines using Snowflake, SQL, Python, and dbt
Perform data extraction, cleansing, preprocessing, validation, and transformation from multiple data sources
Develop complex and optimized SQL queries, stored procedures, views, and data models in Snowflake
Build and maintain dbt models, macros, tests, snapshots, and documentation following analytics engineering best practices
Use Python for data preprocessing, automation, data validation, and analytical workflows
Develop and maintain Tableau dashboards, reports, visualizations, and KPI reporting for business stakeholders
Translate business requirements into effective data models, metrics, dashboards, and analytical solutions
Perform data profiling and quality checks to ensure accuracy, completeness, consistency, and reliability of reporting data
Optimize SQL queries, Snowflake workloads, dbt models, and Tableau dashboards for performance
Collaborate with Business Analysts, Data Engineers, Data Scientists,



and business stakeholders to understand reporting and analytics requirements
Troubleshoot data and reporting issues and provide root-cause analysis
Establish reusable data transformation and reporting frameworks to improve scalability and maintainability
Ensure proper documentation of data sources, transformations, business rules, and reporting logic

Requirements

6+ years of overall experience in Analytics Engineering, Data Engineering, BI, or a related role
Strong hands-on experience with Snowflake and advanced SQL
Robust Python experience for data preprocessing, transformation, automation, and validation
Hands-on experience with dbt for data transformation and analytics engineering
Strong experience in Tableau dashboard and report development
Experience working across data preprocessing → transformation → data modeling → BI reporting
Strong understanding of ETL/ELT concepts, dimensional modeling, and data warehousing
Good understanding of da

📌 Full Stack Analytics Engineer/ Data Engineer (Mumbai)
🏢 Unison Group
📍 Mumbai