Machine Learning Engineer - Agent Design - Remote

Overview

The Machine Learning Engineer at Chestnut will help modernize the infrastructure of the insurance industry by developing and refining ML pipelines for agent behaviors, optimizing reasoning, and translating findings into production-ready solutions.

In Short

• Develop and refine ML pipelines for agent behaviors.
• Prototype and experiment with novel agent reasoning.
• Run structured experiments to evaluate agent performance.
• Build data pipelines and evaluation frameworks.
• Collaborate with orchestration and infra teams.
• 3+ years of experience in ML systems.
• Strong experience with LLMs and ML experimentation.
• Understanding of retrieval systems and reasoning techniques.
• Enjoy blending research and engineering.
• Thrive in fast-paced environments.

Requirements

• 3+ years of experience building and analyzing ML systems.
• Strong experience with LLMs, prompting, fine-tuning.
• Understanding of retrieval systems and vector databases.
• Enjoy blending research and engineering.
• Thrive in fast-paced environments.

Benefits

• Competitive salary and equity.
• Remote-first culture built on trust and autonomy.
• Team offsites for bonding.
• Flexible vacation policy.
• Comprehensive health, dental, and vision insurance.