Engineering Manager, AI & Semantic Layer at dbt Labs
San Francisco, California, United States
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Summary
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Courtney Holcomb is an engineering manager specializing in AI and semantic layers with nine years of experience building data-first developer tooling from San Francisco. She rose from founding engineer roles to lead teams at dbt Labs after Transform's acquisition, combining hands-on backend work with people management. Courtney contributes to major open-source projects like dbt-core and MetricFlow, where she’s fixed parsing bugs, implemented semantic-layer filters, and enhanced Databricks integrations—work that directly improves metric and transformation correctness at scale. With a background that spans creative writing (UCLA) to software engineering (Hackbright), she brings strong communication and product sensibility to complex data engineering problems. Unusually, her path blends editorial leadership and recruiting experience with deep technical contributors’ instincts, making her adept at translating customer needs into robust engineering roadmaps.
9 years of coding experience
9 years of employment as a software developer
Software Engineering, Software Engineering at Hackbright Academy
MetricFlow allows you to define, build, and maintain metrics in code.
Role in this project:
Back-end Developer
Contributions:701 reviews, 148 commits, 711 PRs in 3 months
Contributions summary:Courtney primarily focused on enhancing the Databricks integration within the MetricFlow project. Their contributions included adding Databricks support, cleaning up and refactoring the Databricks client code, and enabling features like secondary connections for table renames. Additionally, they addressed errors related to query planning and implemented improvements to how the Databricks client handled data, including removing timezone information and optimizing data handling.
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
Role in this project:
Back-end Developer
Contributions:23 reviews, 20 PRs, 72 pushes in 1 year 9 months
Contributions summary:Courtney primarily focused on fixing bugs and implementing new features related to filter parsing and data transformation within the dbt-core repository. Their contributions included modifying code in core files to improve data handling, along with adding tests. They also worked on enabling list filters and allowed metrics in semantic layer filters and custom granularities.
analyticsdbt-viewpointtransformanalystssql
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Courtney Holcomb - Engineering Manager, AI & Semantic Layer at dbt Labs