Fieldguide

Senior Machine Learning Engineer

San Francisco, California, United States

Fieldguide Logo
$188,000 – $213,500Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Cybersecurity, Data & AnalyticsIndustries

Requirements

Candidates should possess a strong background in machine learning with a focus on Natural Language Processing (NLP) and generative AI. A proven track record in designing and implementing ML models is essential, along with experience in data curation and preparation. Familiarity with ETL processes and a commitment to staying updated with the latest ML advancements are also required.

Responsibilities

The Senior Machine Learning Engineer will collaborate with stakeholders to identify business problems and map them to ML solutions. They will design, develop, and implement ML models, curate and prepare data for model training, and create and maintain ETL jobs for data processing. Additionally, they will conduct rapid prototyping of ML solutions, work with the platform engineering team to integrate ML solutions into the product architecture, and implement data flywheels to enhance ML features continuously.

Skills

Machine Learning
NLP
Generative AI
ETL
Data Curation
Data Cleaning
ML models
Data Flywheels

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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