| Skill | Required / Desired | Amount | of Experience |
| Hands-on cloud development experience (AWS preferred; Azure beneficial). | Required | 4 | Years |
| Proven track record/experience with AWS Lambda, RDS, S3, DynamoDB, and infrastructure-as-code patterns. | Required | 4 | Years |
| Experience implementing generative AI models via Bedrock or SageMaker. | Required | 4 | Years |
| Experience using Amazon Connect and CloudFront configurations. | Required | 3 | Years |
| Strong understanding of cloud identity management (IAM, Azure AD/Entra ID) | Required | 3 | Years |
| Proficiency in Python, Node.js, SQL, or scalable backend languages | Required | 6 | Years |
| Ability to organize, prioritize, and follow complex and/or detailed technical procedures | Required | 7 | Years |
| Experience with Agile (Scrum, Kanban, or Safe) development | Required | 3 | Years |
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