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Remote role, generalist fullstack title, and moderate brand increase applicant competition.
Core fullstack skills are transferable, but AI/RAG and vector DB experience raise industry specificity moderately.
Mandatory Python/FastAPI/React plus AI and vector DB knowledge creates moderate candidate filtering.
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Develop, maintain, and improve backend services using Python and FastAPI focusing on AI-enabled product features such as vector databases and RAG workflows.
Build and debug React frontend components and design, consume, and maintain REST APIs across the full stack.
Collaborate with stakeholders to translate requirements into clean, maintainable, and production-ready code involving AI/data workflows and integrations.
Strong experience with Python backend development and FastAPI.
Proficient with React and modern JavaScript, including REST API design and consumption.
Basic understanding of AI concepts like vector databases, embeddings, semantic search, RAG workflows, and LLM integration.
Work Experience Required: Not explicitly mentioned in the JD.
Experienced fullstack developer comfortable improving and debugging existing codebases across frontend, backend, and AI layers.
Familiar with AI product layers involving document ingestion, data pipelines, and integrating LLM-based responses.
Capable of collaborating with cross-functional teams to deliver scalable, secure, and maintainable AI-enabled web applications.