Full Stack Developer – AI
2 hours ago
Numerize is transforming accounting for restaurants with AI-powered automation, and we're looking for a technically strong full stack developer to build intelligent AI systems, scalable applications, and transformative products. You'll work closely with CXOs and founders, taking ownership of core features while integrating cutting-edge AI capabilities.
Key Responsibilities
AI Agent Development
- Design, develop, and deploy sophisticated AI agents using LangChain, LangGraph, and related frameworks.
- Build multi-agent systems with complex workflows, tool integration, and decision-making capabilities.
- Implement retrieval-augmented generation (RAG) systems and knowledge bases.
- Create conversational AI interfaces with memory, context management, and multi-turn interactions.
- Integrate various LLMs (OpenAI, Anthropic, or open-source models) into agent architectures.
Full Stack Development
- Develop responsive web applications with modern frontend frameworks (React, , or Angular).
- Build robust backend APIs and microservices using Python (FastAPI, Django) or
- Design and implement SQL/NoSQL databases for storing conversation history, user data, and agent knowledge.
- Create real-time communication systems using WebSockets or Server-Sent Events.
- Deploy and maintain applications on cloud platforms (AWS, GCP, Azure).
System Integration & Optimization
- Integrate AI agents with external APIs, databases, and third-party services.
- Implement caching strategies and performance optimizations for AI workflows.
- Build monitoring and logging systems for agent performance and user interactions.
- Ensure scalability, security, and reliability of AI-powered applications.
Technical Requirements
Frontend:
, , Angular, TypeScript, Tailwind CSS/styled-components
Backend:
Python (FastAPI, Django, Flask) or , REST/GraphQL, microservices
Databases:
PostgreSQL, MongoDB, Vector databases (Pinecone, Weaviate, Chroma)
AI/ML Frameworks:
LangChain, LangGraph, LLM integration (OpenAI, Anthropic, open-source models), RAG systems, embeddings, memory management
Cloud & DevOps:
AWS, GCP, Azure, Docker, Kubernetes, Git, CI/CD pipelines
What We're Looking For
- 1–3 years full stack development experience or exceptional internship projects
- Hands-on AI/ML development experience (LLM integration, agent systems)
- Ownership mindset & problem-solving approach
- Passion for F&B tech and building impactful AI products
- Collaborative mindset to work directly with founders and CXOs
Bonus Skills
- Experience with additional agent frameworks (AutoGPT, CrewAI, Haystack)
- Fine-tuning and training custom models
- Streaming responses and real-time AI interactions
- AI safety, content filtering, and responsible AI practices
- Knowledge of knowledge graphs, NLP research, and MLOps
Why Join Numerize:
- Direct mentorship from CXOs and founders
- Build core product features and shape the future of F&B accounting
- Exposure to cutting-edge AI/ML and agent technologies
- Fast career progression in a high-growth environment
- Competitive compensation
Ready to build the future of F&B accounting with AI agents?
Apply now and show us your work
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