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Numentica LLC Logo
AI Application Engineer

Numentica LLC

 

Torrance, CA, USA

Posted On: 4 days ago
Experience: 5+ years
Availability: Remote
Openings: 2
Category: AI Engineer
Tenure: No Preference/Any
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Description

You build prototypes, services, and integrations that bring generative AI use cases to life on AWS. You pair directly with customer developers in joint build sessions, turning designs into working software while transferring knowledge so the customer's team becomes self-sufficient.

This role is remote.

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.
  • 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, or GitHub.
  • Implement guardrails, evaluation tests, and grounding/citation behavior according to the architect's designs.

Required Skills

  • Strong software engineering skills in 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.
  • Comfort building REST/serverless services, integrations, and automation.
  • Experience integrating with enterprise systems via APIs (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.
  • 5 to 10 years of total experience with at least 2 years of relevant technical stack experience.

Preferred Skills

  • 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.

Education

Any Graduate

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