Data Analyst

• Build and maintain business-ready data products and semantic models that translate curated enterprise data into accessible structures for analytics and reporting
• Design, develop, and maintain semantic layer datasets aligned with business logic, KPIs, and reporting standards
• Perform data transformations, aggregations, and modelling within the Gold / Presentation layer, applying business rules while maintaining data integrity and compliance
• Write and optimize complex queries using SQL to support analytics, reporting performance, and data model efficiency
• Collaborate with enterprise data and governance teams to refine layer datasets, ensuring alignment between technical data structures and business requirements
• Identify and resolve data quality, performance, and model alignment issues
• Resolve complex conflicts between business definitions, KPIs, and data models, ensuring consistency with enterprise standards
• Document data models, semantic layers, and analytics solutions, including business definitions, mappings, and technical specifications
• Contribute to the creation, maintenance, and evolution of Data Contracts, contextual data layers, and business ontologies

• Bachelor’s degree or equivalent combination of education and experience
• Typically requires 3–5+ years of experience in analytics, business intelligence, or data-related roles
• Strong proficiency in SQL for data transformation, aggregation, and analysis
• Experience with business intelligence tools (e.g., Power BI) and semantic modeling (e.g., star schema, dimensional modeling)
• Experience working with curated datasets (Gold / Presentation layer) and analytics-ready data
• Experience working with modern cloud data platforms (e.g., Snowflake, Azure, Databricks or similar)
• Familiarity with version control, CI/CD workflows, and collaborative development practices (e.g., Git, GitHub, pull/merge request workflows)
• Familiarity with data governance, data quality, and metadata management concepts
• Strong analytical thinking, problem-solving, and stakeholder engagement skills with effective communication skills for both technical and business audiences
• Experience in healthcare or other regulated industries is preferred

Experience in healthcare or other regulated industries is preferred