AI Full-Stack Engineer
Pubblicato il 01-10-2026 - Dicto AI in Italia
We're looking for a full-stack engineer with strong NodeJS / Python experience, combined with solid MERN-stack development skills. This role mixes applied AI work, backend engineering, and full product delivery. You'll work across data pipelines, APIs, model integration, retrieval-augmented generation (RAG) systems, and cloud-native deployments. Responsibilities * Build and maintain full-stack applications using the MERN stack (NestJS, React, TypeScript) * Develop backend services and AI-driven features using TypeScript * Help to maintain RAG pipelines, vector databases, embeddings workflows, and model-serving integrations * Implement scalable APIs and microservices integrating ML or LLM-based components * Deploy and manage services in AWS and/or GCP (compute, storage, networking, CI/CD) * Work with PostgreSQL, Redis and Qdrant for structured and unstructured data * Collaborate with product and technical teams to take AI-powered features from prototype to production * Maintain quality, performance,
and reliability across the stack Required Skills * Strong TypeScript experience for backend development and applied ML * Hands‐on experience building RAG systems: vector stores, retrieval layers, embedding models * Solid understanding of LLM integration, prompt patterns, and model‐serving frameworks * MERN‐stack experience with strong React proficiency * Strong Node.js and Express experience for API development * Proficiency with PostgreSQL and database‐schema design * Experience deploying both traditional and ML workloads on AWS or GCP * Good grasp of distributed systems, containers, and CI/CD workflows Nice to Have * Work across ML workflows: data ingestion, preprocessing, inference, and evaluation * Experience with Haystack, or similar frameworks * Exposure to GPU workflows, inference optimization, or fine‐tuning * Familiarity with serverless environments * Experience with observability tools across backend and ML systems Profile * Comfortable owning work across backen