About this opportunity
Reap lists this Full Stack Engineer opportunity in miami, Florida. Review the employer’s description below for duties, qualifications and application requirements.
Job description
We're building the AI-powered operating system for senior care—transforming how skilled nursing facilities handle complex workflows like Medicaid verification and financial tracking.
Our platform saves care teams hours daily by processing thousands of documents with AI, automatically classifying statements, extracting data, and surfacing insights so facilities can focus on care, not paperwork.
We're a small, focused team shipping to production multiple times daily. Your code goes live within your first week.
The Role
We're looking for a Senior Full-Stack Engineer who owns complete features—from database design to deployed UI. You'll work directly with leadership, hear from customers, and ship solutions the same day.
You’ll work across our stack:
Build intuitive React interfaces for complex healthcare data
Design robust Express APIs with audit logging
Write AI prompts that classify documents and extract financial data
Architect job queues for multi-step processing workflows
Deploy changes to production daily
What You’ll Do - Own Features End-to-End
Design database schemas with Prisma migrations
Build backend services with proper error handling
Create polished frontend experiences with Next.js and Tailwind
Deploy, monitor, and iterate based on real usage
Build AI-Powered Workflows
Work with Google Vertex AI (Gemini), OpenAI, and Claude
Design prompts for document classification and financial data extraction
Build workflow systems with BullMQ that coordinate AI processing
Experiment with OCR and evaluate model performance
Ship Rapidly with Quality
Write maintainable code with comprehensive test coverage
Multiple deployments per day, with confidence
Follow through on bugs and own your work
AI: Google Vertex AI (Gemini 2.5), OpenAI GPT-4o, Anthropic Claude, Vercel AI SDK
Testing: Vitest, Playwright, ESLint, TypeScript strict mode
What We’re Looking For
Required:
5+ years building production web applications
Experience with Next.js, React, Express.js, Prisma
Tailwind CSS experience
Mindset
Self-starter who makes decisions and moves forward
Ownership mentality—see features through to production and maintenance
Good judgment on speed vs. scale trade-offs
Clear communicator who writes helpful documentation
Curiosity about AI and LLMs
Bonus
Experience with BullMQ, Redis, or distributed job systems
Healthcare tech, fintech, or compliance domain experience
Familiarity with AI/ML APIs (OpenAI, Anthropic, Google Vertex)
Document processing or OCR systems experience
Early-stage startup background
Why Reap
Real Impact — Your software directly improves senior care operations
High Leverage — Small team, big problems. Your code reaches customers immediately
Modern Stack — TypeScript everywhere, AI-powered workflows, fast iteration
Direct Access — Work closely with founders; No management layers
South Florida — Collaborate in-person with our Miami team
Competitive salary + equity
Flexible PTO
Regular team events and offsites
Your Growth Path
First Week: Ship your first PR to production
First Month: Own a meaningful feature from design to production
First Quarter: Take on complex AI workflows independently
First Year: Lead major initiatives and shape technical direction
Ready to build something that matters? Apply now.
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Worksite address
miami, FL, 33222, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.