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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Lead Data Analyst - **Company:** TIAA - **Location:** Frisco, TX, United States - **Experience:** Expert - **Salary:** $107,000.0 - $141,000.0 - **Contract:** Permanent contract - **Skills:** Microsoft Excel, Amazon Web Services, Microsoft Azure, Data Architecture, Data Governance, Data Integration, Extract Transform Load (ETL), Data Mapping, Data Profiling, Data Systems, Data Warehousing, Relational Databases, Dimensional Modeling, Document-Oriented Databases, Entity Relationship Models, Excel Formulas, Metadata Repositories, Pivot Tables, Reference Data, Power BI, SQL Databases, Tableau (Software), Test Case, Data Processing, Google Cloud, Cloud Platform System, Data Lineage, Collibra, Data Management - **Published:** July 20, 2026 - **Apply:** https://www.careerjet.com/job/usd1247057ce0f06371a3613dea3cb1375/eaa ## About the Role * 5 or more years' of experience in SQL and relational database management systems. * 3 or more years' of experience with data warehouse concepts and data modeling concepts and practices * 2 or more years' of experience with cloud-based data platforms (e.g., AWS, Azure, Google Cloud) * 2 or more years' of experience in ETL processes and data integration tools * Experience in Microsoft Excel (Advanced formulas, pivot tables, and data manipulation) * Experience in data governance activities (Business Glossary, Data catalogs, source to target mappings) and exposure to Collibra is preferred. * Experience of Reference data management (tools like EDM / DRM preferred). Desired Skills: * An understanding of data architecture and modeling practices and concepts including entity-relationship diagrams, normalization, abstraction, denormalization, dimensional modeling, and meta data modeling practices. * Financial\Asset Management domain knowledge is preferred. * Experience with data visualization and reporting tools (e.g., Tableau, Power BI, or similar platforms) * Usage of MYGAIT and prompting. ## Description Analyze complex datasets to identify trends, patterns, and insights that support business objectives Translate business requirements into technical specifications for data solutions Perform data profiling, Source to Target mapping, and validation to ensure accuracy and consistency Support the implementation and maintenance of data governance frameworks and standards Ensure data quality through regular audits, validation processes, and adherence to data management policies Document data flows, data lineage, and system integrations across upstream and downstream systems Collaborate with stakeholders to define and maintain data definitions, business rules, and metadata Help design and develop ETL (Extract, Transform, Load) processes to support data integration initiatives Work with cloud based data platform and relational databases, SQL queries, and data modeling techniques to support analytical needs Troubleshoot data-related issues and provide technical support for production systems Participate in testing activities by supporting QA resources with test case development, execution, and defect tracking Partner with business stakeholders, IT teams (ETL, QA & Production support) Communicate findings, insights, and recommendations clearly to both technical and non-technical audiences Participate in cross-functional project teams to support enterprise and vertical initiatives Contribute to continuous improvement efforts by identifying opportunities for automation and process optimization Educational Requirements * University (Degree) Preferred ## Related Videos - [From Messy Queries to Scalable Systems - How Data Engineering actually works](https://www.wearedevelopers.com/videos/100203-from-messy-queries-to-scalable-systems-how-data-engineering-actually-works) - [AIQSpecFlow: Improves and automates your agile process of specification and creation of testcases.](https://www.wearedevelopers.com/videos/100084-aiqspecflow-improves-and-automates-your-agile-process-of-specification-and-creation-of-testcases) - [REST, GraphQL, gRPC, and more: A comparison of modern API styles](https://www.wearedevelopers.com/videos/100247-rest-graphql-grpc-and-more-a-comparison-of-modern-api-styles) - [Data Analytics with Microsoft Fabric: End-to-End Use Case with Data Agents](https://www.wearedevelopers.com/videos/1547-data-analytics-with-microsoft-fabric-end-to-end-use-case-with-data-agents) - [Modern Data Architectures need Software Engineering](https://www.wearedevelopers.com/videos/1030-modern-data-architectures-need-software-engineering) - [AI as a Test Designer: Transforming Experience into Automated Testing](https://www.wearedevelopers.com/videos/1984-ai-as-a-test-designer-transforming-experience-into-automated-testing) ## Related Articles - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk) - [Making Data Warehouses Fast: A Developer’s Story](https://www.wearedevelopers.com/magazine/107-making-data-warehouses-fast-a-developer-s-story) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Data Analyst Salary in Switzerland](https://www.wearedevelopers.com/magazine/276-data-analyst-salary-in-switzerland) - [Top Big Data Technologies That You Need to Know](https://www.wearedevelopers.com/magazine/108-top-big-data-technologies-that-you-need-to-know) - [Data Analyst Salary Germany](https://www.wearedevelopers.com/magazine/277-data-analyst-salary-germany)