Llm Applications Full Stack Engineer

Shape LLM-backed extraction, retrieval, chat, and content generation for Flightline’s consulting product at Stout’s Applied Innovation Group.

As a Senior Full Stack Engineer, you will work across React, TypeScript, Python, APIs, and data stores. You will turn expert judgment into evaluations, tests, and checks that make AI-generated work trustworthy. The team partners closely with consultants, product, and design to clarify requirements early.

Key Responsibilities:

• Develop LLM-backed product features across the stack
• Measure and improve AI-generated output quality
• Translate expert judgment into evaluations and checks
• Review AI coding agent output and write code manually
• Clarify requirements with consultants, product, and design

Requirements:

• Experience with retrieval, structured output, orchestration, and context management
• Five or more years building and running full stack software
• Daily experience with AI coding tools and clear specifications
• Ability to trace logic and data through system components
• Interest in consultants’ and deal teams’ work

Bring LLM application experience, AI evaluation judgment, and full stack delivery skills to Flightline at Stout.

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