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Popular Full Stack title, mid-level experience and hybrid work increase applicant competition.
Fullstack skills are transferable but required production LLM and Java/Spring Boot experience raises domain specificity.
Explicit 3+ years plus mandatory React, Java/Spring Boot, and production LLM requirements create high shortlisting strictness.
Develop and ship AI-powered customer-facing features integrating React frontend with Java/Spring Boot backend and AI/LLM components.
Own end-to-end system design, implementation, testing, and debugging across frontend, backend, databases, APIs, and AI services.
Contribute to scalable, reliable architecture and participate in technical design decisions focusing on performance, security, and developer experience.
Minimum 3 years of professional software engineering experience with customer-facing production systems.
Strong proficiency in React (hooks, state management) and Java/Spring Boot for REST API and backend service development.
Experience building production applications using Generative AI/LLMs with familiarity in embeddings, prompt engineering, or tool/function calling.
Solid understanding of system design fundamentals including API design, databases, caching, asynchronous processing, scalability, reliability, and distributed systems.
Experienced full-stack engineer comfortable working across React frontend and Java backend integrating AI/LLM services in production.
Skilled in applying system design trade-offs involving latency, cost, security, and reliability in AI-augmented software delivery.
Capable of reviewing AI-generated code critically, understanding failure modes, and enforcing security/compliance controls on AI data inputs.