Related skills
nlp snowflake sql dbt semantic layerπ Description
- Design and build robust downstream data models across the Jamf Data Platform from staging to business-facing marts and semantic views powering BI, analytics, and reporting.
- Create and maintain Snowflake semantic views with metadata, definitions, relationships, and column-level descriptions enabling AI-driven querying via Snowflake Cortex Analyst.
- Collaborate with Data Platform and AI Architecture teams to bridge structured analytics with natural language interfaces, making Snowflake data reliably queryable by AI agents and business users.
- Set and uphold engineering standards writing maintainable, high-scale SQL and dbt code, leading code reviews, and acting as the code owner/BI reviewer for specific schemas.
- Champion data quality with testing, data profiling, and cross-functional collaboration to resolve issues at their source.
- Own stakeholder relationships, translating requirements into integrated data designs across domains (e.g., marketing, sales, finance, product, engineering).
π― Requirements
- Minimum of 6 years in Data as an Analyst, Engineer, Scientist, or equivalent.
- Minimum of 2 years managing the same data model system over time.
- Minimum of 4 years working with a large-scale Data Warehouse (1B+ Rows) in a cloud environment.
- Minimum of 3 years building and maintaining data models using dbt, with modeling layers, testing, and documentation.
- Experience developing semantic views or semantic layer data models designed for LLM/AI integrations, including metadata standards and AI-ready querying tools (e.g., Snowflake Cortex Analyst, dbt Semantic Layer).
- Experience building data solutions that support NLP-based querying, such as Text-to-SQL pipelines or conversational analytics interfaces over structured data.
π Benefits
- Named 2025 Best Companies to Work For by U.S. News
- Named 2024 Best Technology Company to Work For by U.S. News
- Named one of Forbes Most Trusted Companies in 2024
- Culture built on trust, ownership, and respect
- Clear career path with supportive leadership
- Opportunity to impact 75,000+ customers with Apple device management
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