Found Description
This is a remote position. Purpose This document defines the role, responsibilities, qualifications and evaluation criteria for the AI Engineer position at Fountain Forward. The hire will own the design and implementation of the company's next AI product, building agent-native platforms powered by multi-agent orchestration, Retrieval-Augmented Generation (RAG) and production-grade machine learning pipelines deployed on Databricks. Definitions & Abbreviations AI Agent: An autonomous software component powered by a Large Language Model that reasons over a goal and executes actions through a defined tool-use interface. Orchestration Layer: The software boundary that coordinates multiple agents, tools, memory and control flow across an AI workflow, commonly implemented with frameworks such as LangGraph or LangChain. RAG (Retrieval-Augmented Generation): An architecture pattern where an LLM is grounded on external knowledge retrieved from a vector store or domain-specific catalog before gen...