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.Requirements6+ years of overall experience in Analytics Engineering, Data Engineering, BI, or a related role.Strong hands-on experience with Snowflake and advanced SQL.Strong 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 data quality, governance, and performance optimization.Strong analytical and problem-solving skills with the ability to work directly with business stakeholders.
- 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.
- Strong 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 data quality, governance, and performance optimization.
- Strong analytical and problem-solving skills with the ability to work directly with business stakeholders.
Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance.
Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions. Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions.
We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential. At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations.
Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.
Unison Consulting was launched in Singapore on September 2012, the hub of the financial industry, with innovative visions in the technocratic arena. We are a boutique next-generation Technology Company with strong business-interests in Liquidity risk, Market Risk, Credit Risk and Regulatory Compliance.
Unison provides technology consulting and services to implement Risk Management and Risk Analytics System for Financial Institutions.
Our services suite comprises of Techno-Functional consulting, systems integration, Business Intelligence, information management, and custom development of IT solutions, plus project management expertise for financial institutions.
We have expertise in latest cutting edge technology to achieve better total cost of ownership. Through our qualified professionals, we assist you drive your unique risk management strategies, whether that means efficient monitoring, improving risk appetite of the financial institutions, complying with regulations, or capturing growth opportunities through innovation, this is what maximizes your decision taking potential.
At Unison Consulting, we view clients as partners, and our success is only measured by the success of our partners. So we put it all on the table in order to exceed expectations.
Our staff consists of young, energetic and innovative consultants who are never afraid to challenge the conventions and push the boundaries in an effort to help our clients. For every project, no matter how large or how small, we strive to not only meet your needs, but deliver a showcase in your field.
