Agentic AI Engineer

Elastic Elastic · Enterprise · United States · IT

Engineer to build autonomous, enterprise-grounded agents that complete complex business tasks using the Elastic Stack, RAG, and LLM integration.

What you'd actually do

  1. Design and implement sophisticated agentic workflows that use reasoning and tools to execute end-to-end business processes.
  2. Utilize Retrieval Augmented Generation (RAG) and the Elasticsearch Relevance Engine (ESRE) to ensure agents are deeply grounded in enterprise knowledge for high-accuracy task completion.
  3. Develop and fine-tune LLMs and integrate them with internal APIs and third-party SaaS tools to enable autonomous action.
  4. Provision and manage robust cloud-based environments (AWS, Azure, GCP) using Terraform to support the high-concurrency demands of enterprise agents.
  5. Establish modern DevOps practices (CI/CD pipelines) to oversee the automated deployment, testing, and performance optimization of agents, keeping our agentic pipelines reliable and secure.

Skills

Required

  • Python
  • TypeScript
  • Terraform
  • Docker
  • Kubernetes
  • AWS
  • Azure
  • GCP
  • LangGraph
  • LangChain
  • LangSmith
  • RAG
  • LLM integration
  • DevOps practices
  • CI/CD pipelines
  • Security and network fundamentals
  • Observability and tracing systems
  • Ethical AI

Nice to have

  • Elasticsearch Relevance Engine (ESRE)
  • Multi-Agent Orchestration
  • Model Context Protocol (MCP)

What the JD emphasized

  • Agentic Strategy & Design
  • Enterprise Grounding
  • AI Model & Tool Integration
  • Scalable Infrastructure & IaC
  • DevOps & Lifecycle Management
  • Security & Networking
  • AI Observability
  • Technical Leadership
  • Documentation
  • Proven success in delivering independent GenAI projects, specifically those involving autonomous task completion or complex workflow automation.
  • An Appetite to Master Elastic
  • Agentic Frameworks
  • DevOps & Infrastructure as Code (IaC)
  • Security & Network Fundamentals
  • Observability & Monitoring
  • Understanding of the Enterprise Agentic/Workflow Platform Landscape
  • Market Trend Integration
  • Programming
  • Model Expertise
  • Ethical AI

Other signals

  • building autonomous agents
  • enterprise-grounded agents
  • agentic workflows