Agent Engineer
Brooklyn, NY · On-site
FLORA is looking to bring on an Agent Engineer who will architect and build the agentic systems powering their platform. The role involves designing, implementing, and scaling workflows that allow ...
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Agent Engineer
Brooklyn, NY · On-site
FLORA is looking to bring on an Agent Engineer who will architect and build the agentic systems powering their platform. The role involves designing, implementing, and scaling workflows that allow ...
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Job description
Job Summary:
FLORA is looking to bring on an Agent Engineer who will architect and build the agentic systems powering their platform. The role involves designing, implementing, and scaling workflows that allow creative professionals to interact seamlessly with AI across various media types.
Responsibilities:
• Architect agentic systems that orchestrate LLMs, APIs, and tools across multi-step workflows.
• Implement tool calling, context engineering, memory, and retrieval (RAG) for coherent, reliable agents.
• Build observability, evaluation, and guardrailing frameworks — including automated checks, regression testing, and human-in-the-loop scoring.
• Develop robust retry, fallback, and error-handling mechanisms to make agents production-grade.
• Experiment with fine-tuning, prompt design, and multi-modal integration (text, image, video).
• Deliver polished end-to-end features across frontend (React/Next.js), backend (APIs, Modal), and infrastructure.
Qualifications:
Required:
• Hands-on experience building agentic systems — e.g. multi-step pipelines, assistants with memory, tool-using agents.
• Full-stack engineering skills: confident shipping production features across frontend, backend, and infra.
• Familiarity with observability, evaluation frameworks, guardrails, and reliability testing for AI systems.
• Experience with memory and retrieval: embeddings, vector DBs, summarization, context management, and RAG pipelines.
• Strong background in orchestration across models, APIs, and tools — including retries, fallbacks, and edge case handling.
• Solid understanding of LLMs, fine-tuning, context engineering, and tool calling.
• Product-minded — you care as much about usability and creative control as you do about technical novelty.
• 5+ years of engineering experience, ideally with enterprise-grade agent systems.
Preferred:
• Python not required, but encouraged.
Company:
FLORA is an applied AI HCI company building creative tools. Founded in 2024, the company is headquartered in Brooklyn, USA, with a team of 51-200 employees. The company is currently Early Stage.
FLORA is looking to bring on an Agent Engineer who will architect and build the agentic systems powering their platform. The role involves designing, implementing, and scaling workflows that allow creative professionals to interact seamlessly with AI across various media types.
Responsibilities:
• Architect agentic systems that orchestrate LLMs, APIs, and tools across multi-step workflows.
• Implement tool calling, context engineering, memory, and retrieval (RAG) for coherent, reliable agents.
• Build observability, evaluation, and guardrailing frameworks — including automated checks, regression testing, and human-in-the-loop scoring.
• Develop robust retry, fallback, and error-handling mechanisms to make agents production-grade.
• Experiment with fine-tuning, prompt design, and multi-modal integration (text, image, video).
• Deliver polished end-to-end features across frontend (React/Next.js), backend (APIs, Modal), and infrastructure.
Qualifications:
Required:
• Hands-on experience building agentic systems — e.g. multi-step pipelines, assistants with memory, tool-using agents.
• Full-stack engineering skills: confident shipping production features across frontend, backend, and infra.
• Familiarity with observability, evaluation frameworks, guardrails, and reliability testing for AI systems.
• Experience with memory and retrieval: embeddings, vector DBs, summarization, context management, and RAG pipelines.
• Strong background in orchestration across models, APIs, and tools — including retries, fallbacks, and edge case handling.
• Solid understanding of LLMs, fine-tuning, context engineering, and tool calling.
• Product-minded — you care as much about usability and creative control as you do about technical novelty.
• 5+ years of engineering experience, ideally with enterprise-grade agent systems.
Preferred:
• Python not required, but encouraged.
Company:
FLORA is an applied AI HCI company building creative tools. Founded in 2024, the company is headquartered in Brooklyn, USA, with a team of 51-200 employees. The company is currently Early Stage.