Production AI Engineer – Enterprise LLM & Agent Systems

Edra; Greater London; On-site; GBP 90,000 - 130,000; Full time

Benefits offered by this job

Competitive base salary

Meaningful equity

Top tier health, dental, & vision

Private medical & dental coverage (UK)

Flexible paid time off

Lunch provided in office

Workspace setup stipend

Job summary

Edra is hiring a Forward Deployed AI Engineer to build production LLM-based systems for enterprise clients in London and New York. You will own the full technical journey from discovery to production, adoption, and impact.

You’ll write production code, design architectures, and develop agentic workflows that scale across business domains, collaborating with engineers, researchers, and customers.

Qualifications

• You've built complex, production LLM-based systems with real depth and multiple layers of engineering decisions you can walk through in detail.
• You've shipped something meaningful to production and can explain how it evolved.
• You're excited by open-ended problems where the solution might not exist yet.
• You have experience with human-in-the-loop feedback, prompt optimization and context engineering.
• You have experience building agents and autonomous systems.
• You can navigate between research papers and production code with equal comfort.

Responsibilities

• Work directly with enterprise customers to identify new problems, prototype solutions, and ship them to production
• Own customer engagements from discovery and solution design through production, adoption, and expansion.
• Design and implement LLM-powered systems and agentic workflows from concept to production
• Use and extend our core context-learning library to solve customer problems, contributing reusable capabilities and lessons back into the platform.
• Build agentic features for knowledge management–agents that can edit, update, and maintain large knowledge bases autonomously
• Build reliability and confidence systems–evaluation frameworks, confidence scoring, and logic for when to automate vs. when to elevate to a human
• Architect async, scalable systems that handle complex AI orchestration

Skills

LLM systems

Production code

Agentic workflows

Customer engagements

Async architectures

Python

Tools

Context-learning library

LLM frameworks

Python

Job description

Edra is hiring a Forward Deployed AI Engineer to build production LLM-based systems for enterprise clients in London and New York. You will own the full technical journey from discovery to production, adoption, and impact.

You’ll write production code, design architectures, and develop agentic workflows that scale across business domains, collaborating with engineers, researchers, and customers.