AI Application Engineer (Full Stack)

AI Application Engineer (Full Stack) @ Revley | Jobright.ai

AI Application Engineer (Full Stack) jobs in United States

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Revley · 2 weeks ago

AI Application Engineer (Full Stack)

United States

Full-time

Remote

Senior Level

Revley is building an operating system for online stores that integrates commerce, payments, subscriptions, analytics, and business operations. The AI Application Engineer will build production AI features at the application layer, including agent orchestration, retrieval, tool calling, and workflow automation. The role also involves developing secure full-stack systems, integrations, observability, and reliable AI-triggered product experiences.

Financial Services

Responsibilities

Build production AI features that understand user intent, retrieve the right business context, use tools, and complete multi-step workflows

Design agent orchestration, tool and function calling, structured outputs, context management, memory, retrieval, and human-in-the-loop approval patterns

Connect AI applications to Revley OS through secure APIs, MCP tools, internal services, and event-driven workflows

Build backend services and customer-facing product surfaces across TypeScript, NestJS, Next.js, React, PostgreSQL, and AWS

Design reliable integrations using OAuth, webhooks, queues, scheduled jobs, and third-party APIs

Implement tenant isolation, scoped authorization, idempotency, audit logs, rate limits, and safe execution for AI-triggered actions

Create evals, tracing, monitoring, and feedback loops for accuracy, tool selection, latency, reliability, and task completion

Debug the full execution path—from model output and orchestration through APIs, databases, and user interfaces

Work directly with product and engineering to turn ambiguous operating problems into scoped, production-ready systems

Qualification

Production AI Application DevelopmentAI Agent OrchestrationTool and Function CallingRetrieval-Augmented GenerationTypeScriptFull-Stack Web DevelopmentAPI DevelopmentDistributed WorkflowsOAuth IntegrationsWebhook SystemsPostgreSQLAWSProduct Judgment

Required

Experience shipping AI-powered applications, agents, copilots, or workflow automation into production

Strong knowledge of the AI application layer

tool/function calling, structured outputs, retrieval, context engineering, orchestration, evals, and observability

Strong full-stack engineering experience with TypeScript and modern web applications

Experience building APIs, distributed workflows, data models, OAuth integrations, and webhook systems

Strong understanding of production concerns including security, permissions, multi-tenancy, testing, failure recovery, and monitoring

Ability to evaluate AI systems empirically rather than relying only on prompt iteration

Product judgment, clear communication, and evidence of owning meaningful systems from design through production

You do not need experience training foundation models

United States

Preferred

MCP or comparable tool-integration protocols

NestJS, Next.js, React, PostgreSQL, AWS, Vercel, queues, and serverless systems

Commerce, payments, subscriptions, fintech, or operational software

Conversational interfaces, workflow engines, or approval-based automation

Prompt-injection defense and capability-based authorization

Benefits

Build AI that takes useful, authorized action—not just generates text.

Work on technically demanding problems across AI, commerce, payments, and business operations.

Own meaningful product and infrastructure surface area in a small engineering team.

Ship quickly, observe real usage, and help define the architecture of Revley OS.

Company

Revley

Revenue operating system for subscription-driven brands.

Founded in 2025

New York, NY, US

11-50 employees

https://Revley.io

Funding

Current Stage

Early Stage

Company data provided by crunchbase