Llm Applications Full Stack Engineer

Stout

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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Vacancy posted 2 hours ago

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