Chestnut
Insurance • SaaS
Chestnut is a company that provides a modern distribution management platform tailored specifically for the insurance industry. Their solution, Chestnut PPM, focuses on transforming producer management and incentive compensation into strategic revenue drivers for insurance carriers. The platform offers features like producer performance management, hierarchy management, and debt management, along with comprehensive compliance tracking and performance insights. Chestnut's architecture is designed to provide high-volume processing, secure scalability, and actionable insights to enhance engagement, growth, and retention. Built with the insurance sector in mind, it supports the complexities of compliance, commissions, and incentive structures unique to the industry.
11 - 50 employees
☁️ SaaS
Engineer - ML + Agent Design
Job not on LinkedIn
August 3
Chestnut
Insurance • SaaS
Chestnut is a company that provides a modern distribution management platform tailored specifically for the insurance industry. Their solution, Chestnut PPM, focuses on transforming producer management and incentive compensation into strategic revenue drivers for insurance carriers. The platform offers features like producer performance management, hierarchy management, and debt management, along with comprehensive compliance tracking and performance insights. Chestnut's architecture is designed to provide high-volume processing, secure scalability, and actionable insights to enhance engagement, growth, and retention. Built with the insurance sector in mind, it supports the complexities of compliance, commissions, and incentive structures unique to the industry.
11 - 50 employees
☁️ SaaS
📋 Description
• Chestnut is building the first AI-native operating system for insurance distribution by transforming how the $1T+ insurance industry allocates its largest spend: sales and distribution. • Backed by a16z, we’re replacing legacy systems with a modern platform that helps carriers automate workflows, optimize every dollar, and unlock new growth. • Recent advances in agentic AI make it possible to automate manual and error-prone tasks. • At Chestnut, we believe that small, high-context teams with best-in-class tools can achieve outsized results. • Your work will accelerate a once-in-a-generation transformation in America’s essential industries.
🎯 Requirements
• Have 3+ years of experience building and analyzing ML systems, including data pipelines, and training frameworks. • Have strong experience with LLMs, prompting, fine-tuning, and ML experimentation. • Understand retrieval systems, vector databases, and reasoning techniques for large-scale text datasets. • Enjoy blending research and engineering to push agent capabilities forward. • Thrive in fast-paced environments where prototypes quickly evolve into production systems.
🏖️ Benefits
• Competitive salary and equity, with 10 year exercise window for stock options • Remote-first culture built on trust, autonomy, and high performance • Team offsites for all of us to bond • Take what you need vacation policy • Top notch health, dental, and vision insurance subsidized by us
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