Agentic AI Engineer
myZoi
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Posted 5 hrs ago
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Any Nationality
Gender
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Vacancy
1 Vacancy
Job Description
Roles & Responsibilities
AI Agent Design & Development
- Design and deploy intelligent agents for multi-step, autonomous workflows.
- Implement reasoning, memory, and decision-making in agent orchestration.
- Develop reusable templates and agent patterns for common automation use cases.
- Integrate human-in-the-loop and feedback mechanisms where needed.
Agent Frameworks & Orchestration
- Build with frameworks like LangChain, LangGraph, CrewAI, AutoGen, Semantic Kernel.
- Extend framework capabilities with custom agent components.
- Implement task delegation, coordination, and version control for agent behavior.
RAG & Knowledge Integration
- Develop RAG pipelines for context-aware decision-making.
- Optimize chunking, embedding, and search strategies using vector DBs (e.g., Pinecone, Weaviate).
- Integrate enterprise knowledge from Jira, Confluence, documentation, and more.
Tool & API Integration
- Enable agents to interact with AWS, Atlassian Cloud, and internal APIs.
- Build tool interfaces for agents to query databases, perform actions, and access services securely.
Multi-Agent Systems
- Orchestrate collaborative agents (e.g., planner, executor, reviewer) to handle complex workflows.
- Design communication protocols, routing logic, and error handling strategies.
Performance, Monitoring & Optimization
- Monitor agents using tools like LangSmith, CloudWatch, custom dashboards.
- Debug behavior (hallucinations, latency, token usage) and run A/B tests for optimization.
- Ensure secure, scalable, and cost-effective operation at production scale.
Production Deployment (AWS)
- Deploy AI agents using AWS Bedrock, Lambda, Step Functions, EventBridge.
- Build CI/CD pipelines, implement rollback strategies, and handle concurrency at scale.
- Ensure compliance, governance, and security across automation flows.
Atlassian Ecosystem Automation
- Develop Forge apps with embedded agent capabilities.
- Build agents to automate Jira workflows, incident triage, ticket routing, and Confluence content generation.
- Configure Atlassian Rovo as a knowledge source for AI agents, maintain and continuously improve.
Collaboration & Documentation
- Partner with cross-functional teams to identify automation opportunities.
- Translate business needs into robust agentic solutions.
- Document best practices, templates, and reusable components.
- Mentor peers in agentic AI workflows and frameworks.
Desired Candidate Profile
Core Experience
- 4 6 years in software development with AI/ML focus.
- Proven success deploying agent-based AI systems in production.
- Strong Python and TypeScript skills; familiarity with FastAPI, Flask, and Atlassian APIs.
- Hands-on experience with LLMs, prompt engineering, and agent frameworks (LangChain, CrewAI, etc.).
- Deep understanding of RAG, vector search, embedding models, and retrieval optimization.
- Expertise in AWS (Bedrock, Lambda, Step Functions, S3, EventBridge).
- Familiarity with serverless, Docker, Terraform, and CI/CD pipelines.
- Solid experience in Jira, Confluence, Forge, Rovo, and Atlassian APIs.
- Strong experience in automation and workflow development in Atlassian Cloud.
- Strong problem-solving and debugging skills.
- Excellent communication and cross-functional collaboration.
- Familiarity with DevSecOps, observability, and ethical AI practices.
- Experience with multi-agent orchestration patterns (e.g., planner-worker, chain-of-thought, reflection) nice to have.
- Familiarity with human-in-the-loop and agent evaluation frameworks nice to have.
- Exposure to MLOps, multi-modal AI, and cross-platform cloud development nice to have.
- Experience with Kubernetes, graph databases, and event-driven architecture nice to have.
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myZoi
myZoi is changing lives for the better for those who deserve it the most. We are an exciting fintech start-up aiming to promote financial inclusion globally. Our vision is to provide a level playing field to the unbanked and the underbanked in accessing essential financial services in an affordable, convenient, and transparent fashion. We are looking for smart, ambitious, and purpose-driven individuals to join us in this journey.