Fieldguide

Data Scientist

San Francisco, California, United States

Fieldguide Logo
$172,000 – $203,000Compensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Financial Services, Audit & Advisory, Cybersecurity, Privacy, ESGIndustries

Requirements

Candidates should have proven experience as a Data Scientist, Data Analyst, or similar role working with large and complex datasets, strong SQL skills, proficiency in Python (e.g., pandas, NumPy), 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 designing data architecture, and familiarity with cloud data warehouses such as Snowflake, BigQuery, or Redshift. A Bachelor’s degree in Computer Science, Engineering, Math/Statistics, Business, or a related field, or a graduate degree in a quantitative field is preferred.

Responsibilities

As a Data Scientist at Fieldguide, you will 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, and lead efforts to improve data quality, completeness, and accessibility across internal systems and product experiences.

Skills

Data Science
Proprietary Datasets
Analytics
Data Science Models
Performance Drivers
Operational Efficiency
Data-Driven Decision Making
Collaboration with Product
Design
Engineering
Customer Engagement

Fieldguide

AI platform for audit and advisory services

About Fieldguide

Fieldguide enhances audit and advisory processes for businesses using artificial intelligence through its main product, the AI Advisory & Audit Cloud. This platform is designed for large advisory and audit firms, helping them save time, improve profit margins, and increase client satisfaction while managing various regulatory frameworks. Fieldguide's subscription-based model offers features like engagement management and automated report generation, making it more efficient than traditional methods. The company's goal is to transform the audit and advisory landscape with a modern, AI-driven experience.

Key Metrics

San Francisco, CaliforniaHeadquarters
2020Year Founded
$45.9MTotal Funding
SERIES_BCompany Stage
Consulting, Fintech, AI & Machine LearningIndustries
51-200Employees

Benefits

Unlimited Paid Time Off
401(k) Retirement Plan
Wellness Program
Home Office Stipend
Flexible Work Hours

Risks

Increased competition from other AI-driven audit platforms could erode market share.
Rapid AI technology development may lead to obsolescence if Fieldguide doesn't innovate.
Reliance on venture capital funding poses a risk if future rounds are unsuccessful.

Differentiation

Fieldguide offers the only end-to-end AI platform for audit and advisory services.
The platform supports multiple regulatory frameworks, enhancing its versatility for firms.
Fieldguide's AI Advisory & Audit Cloud improves efficiency and client satisfaction.

Upsides

Fieldguide's AI platform addresses the CPA talent shortage, increasing demand for its services.
The launch of Fieldguide Insights capitalizes on data-driven decision-making trends in CPA firms.
Strategic partnership with Allinial Global enhances market reach and credibility.

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