IT & Software

LLM Applications Full Stack Engineer

Stout

Quinte West · Ontario · Canada

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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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Reference: WJ-4483_1568942 · Posted 11 Nov 2026, 04:51 AM

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