Lead Data Scientist

at Fieldguide — Vertical AI for Audit & Advisory Firms

San Francisco, CA / Remote (US)Full-time3+ years$170K - $215KYC-S20

What the role involves

About Us

Fieldguide is establishing a new state of trust for global commerce and capital markets by automating and streamlining the work of assurance and audit practitioners, specifically in cybersecurity, privacy, and financial audits. Put simply, we build software for the people who enable trust between businesses.

We’re based in San Francisco, CA, but built as a remote-first company that enables you to do your best work from anywhere. We’re backed by top investors, including Growth Equity at Goldman Sachs Alternatives, Bessemer Venture Partners, 8VC, Floodgate, Y Combinator, DNX Ventures, Global Founders Capital, Justin Kan, Elad Gil, and more.

We value diversity—in backgrounds and experiences. We need people from all backgrounds and walks of life to help build the future of audit and advisory. Fieldguide’s team is inclusive, driven, humble, and supportive. We are deliberate and self-reflective about the kind of team and culture we are building, seeking teammates who are not only strong in their own aptitudes, but who also care deeply about supporting each other’s growth.

As an early-stage startup employee, you’ll have the opportunity to help build the future of business trust. We make audit practitioners’ lives easier by consolidating up to 50% of their work and improving work-life balance. If you share our values and enthusiasm for building a great culture and product, you’ll find a home at Fieldguide.

About the Role

The Data Science team at Fieldguide leverages novel, proprietary datasets to build Fieldguide Insights —a product that delivers new-to-the-industry visibility into audit and advisory execution and performance. You’ll work closely with Product, Design, Engineering, and Customer teams to build analytics and data science models that uncover key performance drivers, identify operational inefficiencies, and enable customers to make informed, data-driven decisions.

This role is ideal for someone who thrives on solving complex, ambiguous problems and is excited to shape the future of intelligent workflows for audit and advisory firms.

What You’ll Do

Analyze large volumes of structured and unstructured data to uncover trends, patterns, and actionable insights

Define and track key metrics to evaluate firm, team, and engagement performance using Fieldguide’s industry-leading dataset

Design and build customer-facing analytics features and dashboards that deliver measurable value by uncovering opportunities and supporting strategic decision-making

Build and maintain scalable data infrastructure—including preprocessing, ETL pipelines, data modeling, orchestration, and monitoring—to support analytics and product insights

Lead efforts to improve data quality, completeness, and accessibility across internal systems and product experiences

Who You Are

5+ years of experience as a Data Scientist, Data Analyst, or similar role working with large, complex datasets

Strong SQL skills and proficiency in Python (e.g., pandas, NumPy)

Experience shipping production code for customer-facing products

Experience with modern data tooling such as dbt, Airflow, or equivalent orchestration and transformation tools

Hands-on experience with data visualization tools (e.g., Tableau, Power BI, Looker) to communicate insights effectively

Technical expertise in building scalable data models, ETL pipelines, and data architecture

Business acumen with the ability to translate data into strategic insights

Excellent problem-solving, collaboration, and communication skills

BA/BS in Computer Science, Engineering, Math/Statistics, Business, or a related field; a graduate degree in a quantitative field is preferred

Bonus Points

Experience prototyping and deploying machine learning models

Familiarity with deep learning, natural language processing, and generative AI techniques

More About Fieldguide

Fieldguide is a values-based company. Our values are

Fearless — Inspire and break down seemingly impossible walls

Fast —

About Fieldguide

‍Fieldguide is a vertical AI platform for modern assurance and advisory firms that digitizes the end-to-end engagement workflow on a single platform. Built by former Big Four practitioners and experienced technology leaders, Fieldguide is trusted by top CPA firms to improve margins, win new business, and build stronger client relationships. We’re based in San Francisco, CA, but built as a remote-first company that enables you to do your best work from anywhere. We're backed by top investors including Goldman Sachs, Bessemer Venture Partners, 8VC, Y Combinator, Floodgate, Elad Gil, Justin Kan, Qasar Younis, Eric Ries, and more.

Full Fieldguide profile

Other roles at Fieldguide

Brand DesignerSan Francisco, CA or Remote (USA) / Remote (US)Business Development RepresentativeSalt Lake City, Utah / Remote (US)Customer Success Engineer, AdvisorySan Francisco, CA or Remote (USA) / Remote (US)Customer Success Engineer, AuditSan Francisco, CA or Remote (USA) / Remote (US)Deployed Software EngineerSan Francisco, CA or Remote (USA) / Remote (US)Advisory SME, AI AgentsSan Francisco, CA, US / Remote (US)AI EngineerSan Francisco, CA / Remote (US)AI Engineer, QualitySan Francisco, CA or Remote (USA) / Remote (US)Director, Implementation (Advisory)San Francisco, CA or Remote (USA) / Remote (US)Director, Implementation (Audit)San Francisco, CA or Remote (USA) / Remote (US)Director, Talent AcquisitionSan Francisco, CA or Remote (USA) / Remote (US)Enterprise Account ExecutiveSan Francisco, CA or Remote (USA) / Remote (US)Implementation Consultant, AdvisorySan Francisco, CA or Remote (USA) / Remote (US)Infrastructure EngineerSan Francisco, CA or Remote (USA) / Remote (US)Lead Product Manager, New BetsSan Francisco, CA or Remote (USA) / Remote (US)Lead Security EngineerSan Francisco, CA or Remote (USA) / Remote (US)Senior AI EngineerSan Francisco, CA / Remote (US)Senior Implementation Consultant, AuditSan Francisco, CA or Remote (USA) / Remote (US)Senior Manager, Customer Success OperationsSan Francisco, CA or Remote (USA) / Remote (US)Senior Manager, People Business PartnerRemote (USA) / Remote (US)Senior Product Designer, AuditSan Francisco, CA / Remote (US)Senior Product Marketing ManagerSan Francisco, CA or Remote (USA) / Remote (US)Senior Sales Enablement ManagerSan Francisco, CA or Remote (USA) / Remote (US)Senior Technical RecruiterSan Francisco, CA / Remote (US)SMB Account ExecutiveRemote (USA) / Remote (US)Software Engineer, AgentOpsSan Francisco, CA / Remote (US)Software Engineer (All Levels)San Francisco, CA or Remote (USA) / Remote (US)Staff AI EngineerSan Francisco, CA / Remote (US)Staff Infrastructure EngineerSan Francisco, CA or Remote (USA) / Remote (US)Staff/Lead Product Manager, Financial Audit AgentsSan Francisco, CA or Remote (USA) / Remote (US)Strategic Account Executive, EMEALondon, England, UK / Remote (US)Strategic Account Executive, New BusinessSan Francisco, CA or Remote (USA) / Remote (US)Strategic Account Partner / Client TransformationRemote (USA) / Remote (US)Technical Support EngineerSan Francisco, CA or Remote (USA) / Remote (US)

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