AI Product Engineer
Skills
About This Role
Overview
Design and build end-to-end AI-powered product features, including assistants, copilots, knowledge tools, and automation workflows.
Develop RAG pipelines covering document ingestion, vector search, embedding models, reranking, and retrieval quality evaluation.
Build and integrate agent-based AI workflows capable of multi-step reasoning, tool use, and planning.
Create user-facing interfaces using React, including conversational UIs, streaming responses, real-time feedback, and error handling.
Design and build backend services and APIs in Python or Java to expose AI capabilities to products and platforms.
Work with PostgreSQL to support AI product features, evaluation pipelines, and operational analytics.
Define evaluation frameworks, quality metrics, and monitoring approaches to measure AI behaviour and detect regressions.
Translate ambiguous product and operational requirements into well-scoped engineering problems with measurable outcomes.
Build reusable components, API patterns, and AI integration libraries that enable scalable adoption across multiple entities.
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