Job Description
Design and implement an enterprise semantic layer (Gold Layer) on Databricks to support scalable BI, analytics, and AI use cases
Build and maintain business-friendly data models and ontologies that standardize definitions across the organization
Define relationships, hierarchies, and reusable metrics to enable consistent reporting and data consumption
Abstract complex data logic into semantic models consumable by Power BI, AI tools, and business users
Collaborate with data engineering teams to ensure proper Bronze/Silver/Gold layer alignment and data quality standards
Enable AI/ML initiatives by structuring data in a way that supports feature engineering and model training
Work with stakeholders to translate business logic into consistent and governed data definitions
Leverage tools like Databricks Genie (preferred) or similar semantic modeling platforms
We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com.
Skills and Requirements
6–10+ years of experience in data architecture, data modeling, or semantic layer development
Expertise in dimensional modeling (star/snowflake), data warehousing concepts, and metadata management
Strong experience with Databricks, Spark, or modern data platforms
Experience building semantic layers for Power BI, Tableau, or similar BI tools
Understanding of AI/ML workflows and data preparation for modeling
Strong ability to bridge technical and business concepts
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Semantic Layer Architect
Insight Global · Irvine, CA, USA ·
- Job type:
- Full Time