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Senior Agentic AI Engineer - Crossplane and LangGraph

Hybrid in Cyprus: Nicosia
AI Engineering& 6 others
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We're looking for a Senior Agentic AI Engineer - Crossplane and LangGraph to join our team in Cyprus in a hybrid working mode. In this role, you will shape the architecture and execution of an enterprise-grade Agentic AI Hosting Platform leveraging LangGraph. Your work will directly impact how AI systems operate in complex multi-agent environments, enabling scalable, secure and compliant solutions for enterprise clients. This is a unique opportunity to define engineering standards and lead the technical direction for next-generation AI platforms.

Responsibilities
  • Lead the architecture and implementation of an enterprise-ready agentic AI hosting platform built on LangGraph
  • Design and develop complex multi-agent workflows, including stateful agent graphs and conditional routing strategies
  • Drive technical decisions on agent lifecycle operations, including runtime environments, observability pipelines and gateway configurations
  • Implement persistence and memory layers for long-running workflows across distributed environments
  • Oversee migration of existing AI/ML workloads to the LangGraph-based platform while maintaining enterprise guardrails
  • Collaborate with security and governance teams to ensure compliance throughout migration and post-launch phases
  • Identify and remediate vulnerabilities uncovered during migration security reviews
  • Plan and coordinate migration waves, dependencies and cutover activities
  • Establish best practices for agentic AI development and ensure their adoption across teams
  • Mentor engineers, providing technical leadership and support
Requirements
  • 6+ years of software or ML engineering experience, including 2+ years in a senior or lead role using Python
  • Deep expertise with LangGraph (graph construction, node/edge design, state management) and strong knowledge of multi-agent architectures, supervisor patterns, and inter-agent communication
  • Experience building human-in-the-loop workflows and robust long-running agent execution patterns
  • Familiarity with the LangChain ecosystem, tools, retrievers, memory modules and LLM integrations
  • Proficiency in AWS services (Lambda, ECS/EKS, API Gateway, CloudWatch, IAM)
  • Experience with containerization (Docker/Kubernetes) and IaC tools (Terraform, CDK, CloudFormation)
  • Knowledge of migration strategies for AI/ML workloads and dependency analysis
  • Exposure to CI/CD pipelines and observability tools in cloud environments
  • Understanding of compliance-driven delivery models and coordination with InfoSec and architecture stakeholders
  • Hands-on experience with Crossplane for Kubernetes-native infrastructure provisioning and control planes
Nice to have
  • Experience with LangGraph Platform or LangSmith for agent observability and deployment
  • Familiarity with AWS Bedrock and foundational model integrations
  • Background in LLM fine-tuning, RAG pipelines or embedding-based retrieval techniques
  • Prior experience in AI migrations within regulated environments
  • Knowledge of cost optimization for hosted AI/ML services
  • Bash scripting and contributions to open-source AI/ML or LangChain/LangGraph projects