Build and optimize AI analysis pipelines (review → product → brand → persona aggregation)
Develop source-specific data acquisition and content extraction logic
Design and implement Vue/Inertia frontend features with complex data visualization
Write and maintain comprehensive test coverage (Pest v4)
Optimize database queries and job queue performance
Integrate with OpenAI API for structured analysis
Debug distributed queue systems and async processing issues
Collaborate on API design and data schema evolution
Participate in code reviews and architectural decisions

6+ years in PHP/Laravel — modern architecture, queue systems, complex Eloquent relationships
6+ years in JavaScript/TypeScript — component-based architecture, reactive state management
Real production experience with LLM/AI APIs — structured outputs, prompt engineering, token management, rate limiting, and failure handling
Experience building and debugging distributed queue and async job systems
Strong testing discipline — TDD mindset, mocking external services, E2E experience
Ability to communicate technical risk and trade-offs clearly to non-technical founders
Comfort reading, improving, and owning unfamiliar codebases
Nice to Have:
Vue 3 Composition API and/or Inertia.js experience
Familiarity with MCP servers and agentic AI development workflows
B2B SaaS or CPG/retail domain experience
Data visualization (Chart.js, D3.js)

Competitive compensation. This will be a 1099 position until Umami is spun out and incorporated
A collaborative, flexible, and entrepreneurial environment with a proven venture studio playbook
A highly validated concept and business model hypothesis developed by our team
The support of the venture studio and platform services, our goal is to surround the startup with world-class expertise in every discipline required to build a market-leading company

Senior Full Stack Developer, AI-Powered Analytics Platform

Key skills