AgentCore Platform Engineer

Appnovation

Austin, United States Posted October 22, 2026

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On-site Full-time Senior
Job Description

Join our team as an AgentCore Platform Engineer, where you will build the agent-facing layer of our platform. You will focus on either Agent Runtime & Orchestration or Gateway, Tools & Integrations, and your work will set the standard for other teams. You should have strong AWS fundamentals, experience with agent frameworks, and a passion for creating reusable patterns.

  • Concevoir et construire des modèles d'exécution, des stratégies de mémoire, de l'orchestration et des transferts multi-agents, ainsi que des implémentations de référence.
  • Transformer les API internes, les fonctions Lambda et les systèmes hérités en outils régis via AgentCore Gateway, y compris le développement du serveur MCP.
  • Établir l'authentification et l'autorisation pour les agents et les outils (AgentCore Identity, OAuth, IAM) afin que les agents n'accèdent qu'à ce qu'ils sont autorisés à atteindre.
  • We know production experience with Bedrock AgentCore is rare. We care more about strong AWS fundamentals and real hands-on work with agent frameworks than about whether you’ve used AgentCore by name. If that’s you, please apply
  • Clean, well-tested code that other engineers will read and reuse
  • Clear communication and comfortable teaching patterns to other teams
  • Understanding of agent memory, retrieval (RAG) and context management trade-offs
  • You have prior experience in consulting
  • You care about patterns other people can copy, not just clever one-offs
  • Practical experience with LLM tool/function calling and handling model output
  • Deep hands-on strength in at least one of the two focus areas, and working knowledge of the other
  • You work well inside a client team and enjoy helping other engineers succeed
  • You pick up new AWS services quickly and learn by building
  • You’ve built agents that actually work, and you know where they tend to break
  • Experience designing and consuming REST APIs and OpenAPI specs, and auth patterns such as OAuth 2.0 and OIDC
  • Strong AWS fundamentals: IAM, Lambda, API Gateway, containers, DynamoDB/S3, VPC connectivity and Secrets Manager
  • You’re honest about what agents can and can’t do today
  • Hands-on experience building LLM agents with at least one agent framework (e.g., Strands Agents, LangGraph, LangChain, CrewAI, OpenAI Agents SDK, LlamaIndex)
  • Prior experience and connections in the Life Sciences industry is preferred
  • 5+ years of software engineering experience, with strong Python (TypeScript is a plus)
  • You think about security and access control before anything goes live
  • Hands-on experience with Amazon Bedrock AgentCore (Runtime, Memory, Gateway, Identity). A strong plus, but not required
  • Experience with multi-agent systems in production, including observability and failure handling
  • Experience building or running MCP servers in a real environment
  • Experience integrating with enterprise or legacy systems, or with API management platforms (e.g., MuleSoft, Apigee, Kong)
  • Experience with LLM evaluation tools and approaches
  • Experience in pharma, life sciences or another regulated industry with data access controls
Required Skills
Amazon Web Services agents AWS Lambda hospitality OAuth communication teaching RAG LLM REST API OpenID Connect DynamoDB Amazon S3 LangChain LlamaIndex software development
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