AI/Platform Engineer — AWS Bedrock Agentcore
ToptalAbout the Role
We're looking for engineers to help build and productionize AI systems that go well beyond proof-of-concept — real conversational AI, RAG pipelines, and agent architectures running on AWS Bedrock and/or Azure OpenAI, serving live traffic and real users. Whether your strength is on the AI application side (agents, RAG, orchestration) or the platform side (deployment, observability, security), this role sits at the center of turning working demos into production-grade, reliable systems. If you like being close to the frontier of agentic AI and want your work to ship rather than sit in a notebook, this is built for that.
What You'll Do
Design, build, and deploy conversational AI systems, chatbots, and AI agents powered by large language models
Architect and ship production-grade RAG (Retrieval-Augmented Generation) systems — not prototypes, but systems serving live traffic
Build and deploy LLM applications on AWS Bedrock, Azure OpenAI, AgentCore, or equivalent platforms
Develop and orchestrate agent architectures using frameworks such as LangChain, LangGraph, or LlamaIndex
Build and maintain MCP (Model Context Protocol) server integrations to extend agent capabilities
Design and build the production service layer (Lambda, API Gateway, IAM, DynamoDB, OpenSearch, or equivalents)
Establish CI/CD pipelines and manage development, beta, and production environments
Implement observability: tracing, dashboards, per-turn cost and latency metrics, error rates, and audit trails
Implement key security controls — data-leakage protection, session isolation, auth/authz boundaries, secure prompt/response storage
Write clean, maintainable, production-quality Python across the AI application and platform stack
Monitor, evaluate, and iterate on agent, RAG, and platform performance in production
Stay current with fast-moving developments in LLMs, agentic systems, and cloud AI platforms, and bring relevant advances into the project
What You Bring
Proven experience buildi
Opens the company's application page
Listed via
Findwork
findwork.dev
Similar roles
Data Analyst
Harnham - Data & Analytics Recruitment
Senior Data Analyst
Harnham - Data & Analytics Recruitment
Service Charge Data Analyst
Robertson Bell
Data Analyst
R3vamp Limited
Design & Tech
Related reads from TCHNX
Why AI Design Tools Are Quietly Replacing Junior Designers and What Actually Comes Next
AI tools promise efficiency, but London studios are discovering an unexpected paradox: automation creates new bottlenecks requiring precisely the expertise being eliminated. We investigate what's actually happening to entry-level design work.
The Inference Economy: Why AI’s Biggest Cost Shift Is Happening After Training
A major shift in AI economics is reshaping the industry. As training frontier models becomes more expensive and inference becomes dramatically cheaper, companies are being forced to rethink how they build, deploy, price, and monetise intelligent systems.
The Emergence of Small Language Models: Why Efficiency Is Overtaking Scale
As the AI industry confronts computational costs and environmental concerns, a new generation of compact models is proving that bigger isn't always better. Small language models are reshaping enterprise AI deployment.