Note: The job is a remote job and is open to candidates in USA. Numentica is a technology company seeking an AI Application Engineer to build prototypes and services that implement generative AI use cases on AWS. The role involves hands-on collaboration with customer developers to create working software and ensure their self-sufficiency.
Responsibilities
- Build prototypes and pilot-ready services implementing AI use cases on Amazon Bedrock, including RAG and Bedrock Agents
- Develop APIs, UI components, and workflow integrations connecting AI capabilities to enterprise applications and data sources
- Build document intake, classification, and extraction workflows using services such as Amazon Textract and Step Functions where relevant
- Configure and integrate MCP (Model Context Protocol) servers, and work within Kiro spec-driven development workflows, hooks, and steering rules
- Implement integrations with the Microsoft 365 ecosystem (SharePoint, Outlook/Exchange,Teams, OneDrive) and delivery/observability tools such as ServiceNow, Jira, GitHub,Dynatrace, or Wiz where approved
- Pair with customer developers in joint build sessions, demonstrating implementation techniques and helping them become self-sufficient
- Implement guardrails, evaluation tests, and grounding/citation behavior according to the architect's designs
- Write clean, tested, documented code following reusable development standards, and contribute reusable templates and playbook material
Skills
- Strong software engineering skills in a common language such as Python, TypeScript/Node.js, or Java
- Hands-on experience integrating with LLM or generative AI APIs (Amazon Bedrock preferred) and building RAG or agent-style features
- Working knowledge of core AWS services for compute, storage, APIs, and identity, including security fundamentals beyond the AI stack
- Comfort building REST/serverless services, integrations, and automation
- Experience integrating with enterprise systems via APIs (e.g., Microsoft 365 / Graph, ServiceNow, Jira, GitHub) and handling authentication and access controls
- Ability to work directly with a customer's developers in a collaborative, pairing-oriented way and contribute to knowledge transfer
- Good written and verbal communication
- Experience with MCP server configuration and with Kiro or other spec-driven development tooling
- Experience with vector databases, embeddings, and search/retrieval tooling
- Familiarity with CI/CD, infrastructure-as-code, and testing best practices on AWS
- Exposure to regulated or public-sector environments and responsible-AI / PHI-PII handling
- AWS associate-level certification
Company Overview