Full-Stack AI/ML Engineer - LLMs & Generative AI

First American; United States; Remote; USD 110,000 - 160,000; Full time

Job summary

First American is seeking an AI/ML Developer (Full Stack) to design, build, and maintain LLM-powered solutions and domain-specific assistants. You will craft prompts, implement RAG pipelines, and integrate AI features into enterprise applications within a hands-on, full-stack role.

The ideal candidate has 3–5 years of software engineering experience, strong Python skills, and hands-on Generative AI expertise, with cloud experience on Azure and AWS.

Qualifications

• 3–5 years of software engineering experience
• Strong full stack development background
• Proficiency in Python and solid programming fundamentals
• Hands-on experience with LLMs, Generative AI, and prompt engineering
• Experience creating or customizing GPT-based solutions
• Familiarity with RAG architectures and vector databases
• Cloud experience with Azure and AWS
• Basic understanding of MLOps, DevOps, and production support practices

Responsibilities

• Design, build, and maintain LLM-powered solutions including custom GPTs and domain-specific assistants.
• Develop and optimize prompts, system instructions, and context strategies for accuracy and reliability.
• Implement prompt chaining, tool calling, and basic agentic workflows.
• Build and support Retrieval-Augmented Generation (RAG) pipelines using vector databases.
• Evaluate, test, and improve LLM outputs using defined quality and safety criteria.
• Apply responsible AI principles, safety guardrails, and governance standards in all implementations.
• Develop full stack AI-enabled applications including backend services, APIs, and UI integrations.
• Integrate LLM capabilities into existing enterprise applications.
• Build reusable services and components to support AI features.
• Debug and resolve application or AI-related issues impacting functionality or user experience.

Skills

Python

LLMs

Prompt engineering

Full stack development

Vector databases

Azure

AWS

MLOps basics

Production support

Education

Bachelor’s or Master’s degree in Computer Science/Engineering

Job description

First American is seeking an AI/ML Developer (Full Stack) to design, build, and maintain LLM-powered solutions and domain-specific assistants. You will craft prompts, implement RAG pipelines, and integrate AI features into enterprise applications within a hands-on, full-stack role.

The ideal candidate has 3–5 years of software engineering experience, strong Python skills, and hands-on Generative AI expertise, with cloud experience on Azure and AWS.