Full Stack AI Engineer (Entry Level / Fresh Graduate)

pattrnworks; United States; Remote; USD 70,000 - 100,000; Full time

Job summary

Pattrnworks is hiring an entry-level Full Stack AI Engineer to bridge AI logic with polished UX across web and mobile. You will transform high-level specs into production-ready code, leverage AI for boilerplate, testing, and docs, and design systems for AI state management and reliability.

Join a fast-growing team shaping AI-powered applications with a strong emphasis on architecture and edge-case handling.

Qualifications

• Strong foundation in front-end and mobile technologies (React/TypeScript).
• Experience with cross-platform apps using React Native is essential.
• Proficiency in building and consuming RESTful services (Node/Express or Python/FastAPI).
• Experience with I/O and AI integration basics and clean architecture.

Responsibilities

• Translate specifications into production-ready code focusing on architecture and edge cases.
• Design systems for AI state management, including RAG and context windowing.
• Develop frontend across web and mobile to deliver unified UX.
• Architect robust APIs and services using modern frameworks.

Skills

Systems thinking

Cross-functional collaboration

Software quality

Documentation mindset

Tools

React

TypeScript

React Native

Node.js

Express

Python

FastAPI

Job description

Full Stack AI Engineer (Entry Level / Fresh Graduate)

Remote

Full-time

Job Description

We are looking for an AI-native engineer who views coding as a means to an end and automation as a default state. You aren't just a developer; you are a systems builder who understands how to bridge the gap between complex AI logic and a polished user experience across web and mobile.

Core Mission: Spec-Driven Development: Transform high-level technical specifications into production-ready code. You will be expected to leverage AI to handle boilerplate, unit testing, and documentation, focusing your human energy on architecture and edge cases.

Context & Memory Management: Go beyond simple prompting. You will design systems that manage AI state, including RAG (Retrieval-Augmented Generation), sophisticated context windowing, and prompt chaining to ensure model reliability.

Cross-Platform Execution: Own the frontend lifecycle across React (Web) and React Native (Mobile), ensuring a unified and responsive user experience.

Scalable Backend Logic: Architect and implement robust APIs and services using modern frameworks like Express.js and FastAPI.

The "AI-First" Culture, we don’t just "allow" AI; we optimize for it.

• We provide a Premium AI Subscription (ChatGPT Plus, Claude Pro, or GitHub Copilot) as a standard part of your toolkit.

We expect you to be a power user of these tools to 10x your output and focus on high-level problem solving.

Application Requirement: Please provide a GitHub link or a short technical write-up/video of a project where you managed AI context (RAG/Chaining) or built a cross-platform interface. Show us your ability to build systems, not just features.

Open positions: 2

Requirements

• Frontend & Mobile: Strong foundation in React and TypeScript. Experience (even through personal projects) with React Native is essential for our cross-platform strategy.
• Backend & API Design: Proficiency in building and consuming RESTful services. Familiarity with Node.js/Express and/or Python/FastAPI.
• AI Orchestration: Hands-on experience with LLM integration (OpenAI, Claude, etc.). You should understand how to structure data for AI consumption and how to parse AI outputs into application state.
• Automation Mindset: A proven track record of automating manual workflows. You should have a "knack" for identifying repetitive tasks and building the scripts or systems to eliminate them.
• Professional Workflow: Clean Git habits, experience with code reviews, and a focus on writing maintainable, self‑documenting code.