GenAI Engineer (LLM) — Build AI Apps & Pipelines

State Farm; Bloomington, Dunwoody, Richardson, Tempe (IL, GA, TX, AZ); Hybrid; USD 81,000 - 142,000; Full time

Benefits offered by this job

Annual raise and bonus

Health insurance

Tuition assistance

401(k) plan

Job summary

State Farm in Bloomington, IL is hiring for an AI/GenAI Software Engineer. Hybrid work model; spend time in office and from home within 180-mile radius of hub locations. Join a team building next-gen AI systems at scale to assist customers and agents.

Role focuses on designing LLM-powered applications, building robust APIs, data pipelines, and responsible AI governance, with opportunities to lead and mentor others.

Qualifications

• Hands-on experience building LLM-powered applications, RAG pipelines, or agentic systems.
• Strong foundation in software engineering: design, development, testing, and deployment of enterprise-grade applications.
• Experience with cloud architecture (AWS preferred), Git version control, and performance optimization

Responsibilities

• Design & Deploy AI/GenAI Solutions — Architect and implement LLM-powered applications, agentic workflows, & RAG pipelines using AWS Bedrock and AgentCore
• Build AI-Integrated APIs — Develop and maintain robust APIs (REST, FastAPI, etc.) serving as the backbone for AI applications, orchestration, and downstream consumers
• Engineer Data & Analytics Pipelines — Build pipelines that feed AI/ML systems with clean, governed, and well-structured data from enterprise sources
• Build on Amazon Bedrock AgentCore primitives — Runtime, Gateway (MCP), Memory, and Code Interpreter — to deliver streaming, stateful, tool-using agents in production.
• Champion Responsible AI — Apply prompt engineering best practices, implement guardrails, evaluate model outputs (Promptfoo, RAGAS), and ensure compliance with enterprise AI governance standards
• Drive Full Stack AI Applications — Build and maintain cloud-native web applications that surface AI capabilities to end users, including chat interfaces, dashboards, and automation tools
• Implement DevSecOps for AI — Integrate AI workloads into CI/CD pipelines, apply secure coding standards, and implement observability for model behavior and inference performance
• Enhance User Experience — Design intuitive AI-powered interfaces that are accessible, explainable, and trusted by end users
• Document & Share Knowledge — Author technical documentation, evaluation frameworks, and contribute to internal AI communities of practice
• Mentor & Lead — Provide technical guidance, code reviews, and foster a culture of responsible AI innovation

Skills

LLM applications

RAG pipelines

agentic systems

software engineering

cloud architecture

Git

Python

TypeScript

prompt engineering

AI governance

documentation

GitHub Copilot

Tools

AWS Bedrock

AgentCore

FastAPI

REST APIs

MCP

Job description

State Farm in Bloomington, IL is hiring for an AI/GenAI Software Engineer. Hybrid work model; spend time in office and from home within 180-mile radius of hub locations. Join a team building next-gen AI systems at scale to assist customers and agents.

Role focuses on designing LLM-powered applications, building robust APIs, data pipelines, and responsible AI governance, with opportunities to lead and mentor others.