Job Description
Senior Backend Developer — AI-Powered Equipment API
The context
Asset-Spec is a SaaS for cataloging equipment. We already have a stable equipment entry schema with over 1,000 uploaded items, but the current AI/enrichment backend is unreliable. We need a production-grade AI service that can be consumed by multiple frontends. So we are envisioning a separation of front/backend to derisk and speed up development cylces.
What we need (outcome-focused): A standalone backend service that enriches an existing equipment entry and returns structured results, confidence, pricing rationale, evidence. Critical is strong observability so I can evaluate and control implementation quality based on results without debating tech stack details.
Core capabilities of the AI service:
• Image recognition to Brand/Model (candidates + confidence)
• Brand/Model to Manual/Datasheet retrieval (source URLs + confidence)
• Manual to Structured specs (typed fields + evidence references)
• P...
The context
Asset-Spec is a SaaS for cataloging equipment. We already have a stable equipment entry schema with over 1,000 uploaded items, but the current AI/enrichment backend is unreliable. We need a production-grade AI service that can be consumed by multiple frontends. So we are envisioning a separation of front/backend to derisk and speed up development cylces.
What we need (outcome-focused): A standalone backend service that enriches an existing equipment entry and returns structured results, confidence, pricing rationale, evidence. Critical is strong observability so I can evaluate and control implementation quality based on results without debating tech stack details.
Core capabilities of the AI service:
• Image recognition to Brand/Model (candidates + confidence)
• Brand/Model to Manual/Datasheet retrieval (source URLs + confidence)
• Manual to Structured specs (typed fields + evidence references)
• P...
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