Generative AI Engineer

Job Description

Key Responsibilities

AI Agent Architecture

• Design and implement agentic AI systems for structured document ingestion and workflow automation
• Integrate LLM reasoning with deterministic validation layers
• Implement embeddings, contextual reasoning and dynamic prompt routing
• Deploy production-grade orchestration frameworks such as LangGraph, CrewAI or similar

Cloud Infrastructure & DevOps

• Define infrastructure-as-code using Terraform or AWS CDK
• Deploy and manage Lambda, ECS/Fargate, API Gateway, Step Functions, S3, RDS, DynamoDB
• Automate sandbox, staging and production environments
• Build and maintain CI/CD pipelines (GitLab CI, CDK, Terraform)
• Implement rollback, promotion and incident management procedures

Security & Governance

• Enforce secure-by-default AWS architecture (IAM, VPC, network segmentation, audit logging)
• Implement guardrails to prevent sensitive data leakage
• Integrate Microsoft Entra ID for SSO and conditional access
• Ensure compliance tagging, monitoring and auditability

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