Note: The job is a remote job and is open to candidates in USA. TriEdge Investments is an AI-native platform transforming asset management across the full lifecycle. As a Backend Engineer, Applied AI, you will build and improve AI systems that power the platform, focusing on document processing, entity resolution, and creating workflows for actionable insights.
Responsibilities
- Design and build AI agent workflows — document extraction, entity resolution, and data structuring
- Build reliable backend infrastructure — queues, pipelines, and orchestration using Inngest and Supabase
- Work with PostgreSQL at depth — schema design, query optimization, and data modeling for complex financial data
- Instrument, monitor, and debug AI pipelines — understanding failure modes and building guardrails
- Develop and optimize prompt chains, tool-use patterns, and retrieval strategies
- Collaborate with product and frontend engineers to expose AI capabilities through the product
Skills
- Strong backend fundamentals — You're experienced with Node.js/TypeScript, PostgreSQL, and building reliable server-side systems
- You understand concurrency, queuing, and data pipeline design
- Applied AI experience — You've built products with LLMs; whether that's agent architectures, RAG systems, extraction pipelines, or tool-use patterns
- You understand the practical challenges of working with non-deterministic systems
- Systems thinking — You can reason about how components interact at scale
- You think about failure modes, retries, observability, and cost when designing AI workflows
- Pragmatic engineering — You ship working systems, not research prototypes
- You know when to optimize and when good enough is good enough
- AI-fluent — You use AI coding tools daily and know how to wield them effectively as a multiplier on top of strong fundamentals
- Design and build AI agent workflows — document extraction, entity resolution, and data structuring
- Build reliable backend infrastructure — queues, pipelines, and orchestration using Inngest and Supabase
- Work with PostgreSQL at depth — schema design, query optimization, and data modeling for complex financial data
- Instrument, monitor, and debug AI pipelines — understanding failure modes and building guardrails
- Develop and optimize prompt chains, tool-use patterns, and retrieval strategies
- Collaborate with product and frontend engineers to expose AI capabilities through the product
- Experience with workflow orchestration tools (Inngest, Temporal, Step Functions)
- Experience with OCR, document processing, or financial data extraction
- Familiarity with OpenAI and Anthropic APIs, function calling, and structured outputs
- Early-stage startup experience
Benefits
Company Overview
TriEdge Investments ia a venture capital firm that specializes in investment and company building solutions. It was founded in undefined, and is headquartered in New York, New York, USA, with a workforce of 11-50 employees. Its website is https://triedgeinvestments.com.
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