Full Stack Engineer
Core
Full stack engineer owning data pipelines, LLM summarization engines, and user-facing web portals for middle-market firms.
Role type
Senior Full Stack Engineer (AI/LLM focus)
Builds
Real-time data pipelines, LLM summarization engines, and user-facing web portals
Domain
Artificial Intelligence / Large Language Models / Web Development
Deliverable
production ML models
Required skills
TypeScript, Python, SQL, MongoDB, Next.js, React, Node.js, Docker, Linux, Web scraping, Real-time streaming (SSE/WebSockets), LLM API integration, Prompt engineering, Agent architecture
Preferred skills
Rust, AWS Bedrock, Google BigQuery, Redis, Cloudflare, CI/CD, Vector search, Automated briefing pipelines
Technologies
Next.js, React, Tailwind CSS, shadcn/ui, NextAuth.js, Node.js, MongoDB Atlas, Docker, Linux, tmux, EC2, Playwright, BeautifulSoup, OpenAI-compatible API, AWS, Cloudflare, GitHub Actions, Signal CLI, Fireworks AI, Voyage AI
Responsibilities
Build and maintain full stack applications from data model to UI deployment; architect async/concurrent systems and data pipelines; implement web scraping at scale with anti-bot evasion; manage real-time streaming for agent responses; debug production pipelines; enforce multi-tenant security; integrate LLM APIs and manage agent architectures including RAG and memory patterns.
Seniority
Senior, hands-on IC
