About The Role

Join Fieldguide, a company revolutionizing the audit and advisory industry. As a Senior Analytics Engineer, you will own the foundation of our product, Fieldguide Insights. You will design and manage the semantic layer, pipelines, and models that ensure the reliability and defensibility of our analytics. This role requires a technical engineer with expertise in analytics, a strong sense of data quality, and a collaborative mindset.

Design and own the Insights semantic layer, establishing canonical definitions for the tables, columns, and metrics behind each report.
Migrate production report logic into governed, tested, and portable dbt models, strengthening test coverage and reusable macros along the way.
Improve the reliability of business-critical pipelines through proactive monitoring, alerting, and resilience to upstream schema changes.
A skilled dimensional modeler (Kimball, slowly changing dimensions) who designs data models built to last as the business evolves
4+ years in a modern data stack, with advanced SQL and deep hands-on dbt expertise across modeling, testing, and project structure
Deep experience with BigQuery and cloud data warehousing, including cost and performance optimization
Analytically fluent, with a strong sense for data quality and the judgment to validate that results are correct, not just computed
An engineer at heart: you ship production-quality Python, work fluently with version control and CI, and are comfortable diagnosing pipeline failures end to end
A collaborative partner who thrives working across teams, coordinating with Infrastructure and App Platform teams to deliver shared outcomes
Based in SF and energized by in-person collaboration with our team
A generalist background, with prior time as a data engineer, software engineer, or data scientist on top of the analytics-engineering core
BI migration experience (Looker, Omni, Tableau)
Experience feeding LLM or AI-native data interfaces (semantic layer, MCP, text-to-SQL guardrails)
A regulated-domain background where correctness is non-negotiable

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