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Generative AI Engineer

Generative AI Engineer

Hybrid

England, United kingdom

£ 6,575 /hour

Freelance

11-02-2026

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Skills

Architecture AWS

Job Specifications

I’m currently partnering with a client who is looking to engage experienced contractors to help design and deliver production-grade AI agents on AWS Bedrock.

This is not a prompt-engineering or basic LLM integration role. The focus is on engineers who have built end-to-end agent systems in real production environments, with a strong understanding of agent architecture, orchestration, and enterprise deployment on AWS.

Key experience required:

Hands-on delivery of AI agents using AWS Bedrock (Agents, Knowledge Bases, and model integrations)
Implementing tool calling and API orchestration within agent workflows
Building RAG pipelines grounded in enterprise data
Designing memory and state management across multi-step interactions
Orchestrating reliable, multi-step agent workflows (e.g. Lambda, Step Functions, event-driven patterns)
Ensuring security, governance, and observability in production deployments

What we’re looking for:

Proven experience shipping agentic systems into production, not just experimentation or prototypes
Strong AWS engineering background across serverless, data, and security patterns
Ability to translate real business problems into robust AI agent architectures

*Unfortunately, due to the high volume of applications, not all submissions will receive feedback

About the Company

Welcome to technology recruitment for the Modern Age. Welcome to Formula. We offer a flexible recruitment approach because we understand that agility is a key part of your successful recruitment strategy. Whether you need to grow your permanent head-count or you want to engage contractors via our Talent Hub, we can help. With packages tailored from a unique set of capabilities and backed by industry-specific experience. You can stop worrying about attracting quality candidates, being left in the dark, or the way in which... Know more