we are looking for a Research Engineer, Agents
Key Responsibilities:
Design and ship agent architectures that solve real construction workflows: RFI drafting, submittal compliance, schedule Q&A, pay-app validation
Build evaluation pipelines and domain-specific test sets from real customer projects
Push the boundaries of long-context retrieval and multi-document grounding
Work directly with customers – superintendents, estimators, project managers – to validate and refine
Own a workflow end-to-end, from research idea to production rollout
Key Responsibilities:
Design and ship agent architectures that solve real construction workflows: RFI drafting, submittal compliance, schedule Q&A, pay-app validation
Build evaluation pipelines and domain-specific test sets from real customer projects
Push the boundaries of long-context retrieval and multi-document grounding
Work directly with customers – superintendents, estimators, project managers – to validate and refine
Own a workflow end-to-end, from research idea to production rollout
Requirements:
Strong background in modern ML – LLMs, retrieval, agent systems
Experience shipping AI to production, not just notebooks
Comfort with messy, document-heavy domains
A real interest in evaluation as a discipline, not an afterthought
Bonus
Published work on agents, retrieval, or evaluation
Experience with vision-language models on document or technical-drawing data
Construction or AEC industry exposure
Strong background in modern ML – LLMs, retrieval, agent systems
Experience shipping AI to production, not just notebooks
Comfort with messy, document-heavy domains
A real interest in evaluation as a discipline, not an afterthought
Bonus
Published work on agents, retrieval, or evaluation
Experience with vision-language models on document or technical-drawing data
Construction or AEC industry exposure
This position is open to all candidates.
