| Skill | Required / Desired | Amount | of Experience |
| At least 3 years of hands-on experience designing, developing, and supporting enterprise data warehouse and business intelligence solutions. | Required | 3 | Years |
| Strong proficiency with ETL/ELT tools such as SQL Server Integration Services (SSIS) and Azure Data Factory | Required | 3 | Years |
| Experience working with cloud-based data platforms such as Azure Synapse Analytics or Microsoft Fabric. | Required | 3 | Years |
| Proficiency in SQL development, including writing complex queries, stored procedures, views, and optimizing performance for large datasets. | Required | 3 | Years |
| Experience building and maintaining star schema data models, fact and dimension tables, and metadata documentation. | Required | 3 | Years |
| Experience with data visualization and reporting tools, especially Power BI Service. | Required | 3 | Years |
| Strong understanding of data governance, quality, and lineage principles. | Required | 3 | Years |
| Experience integrating data from diverse structured and semi-structured sources including relational databases, flat files, APIs, and cloud storage. | Required | 3 | Years |
| Familiarity with source control and DevOps practices, including CI/CD pipelines for data integration workflows. | Required | 3 | Years |
| Strong analytical and troubleshooting skills for diagnosing data anomalies, ETL failures, and performance bottlenecks. | Required | 3 | Years |
| Demonstrated ability to collaborate with business stakeholders to translate requirements into technical specifications and data pipelines. | Required | 3 | Years |
| Strong communication skills, both written and verbal, for documenting data models, workflows, and data contracts. | Required | 3 | Years |
| Experience working in Agile/Scrum or DevOps environments. | Required | 3 | Years |
| Microsoft certifications such as Azure Data Engineer Associate (DP-203) or SQL Server certifications are highly desirable. | Required | 3 | Years |
| Bachelor’s degree in Computer Science, Information Systems, Data Science, or a related field is highly desirable. | Highly desired | 3 | Years |
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