AI Engineer
Core
Building and scaling high-impact AI automation use cases for complex construction projects by prototyping, optimizing, and productionizing AI-driven workflows.
Role type
Senior applied AI/ML engineer (construction domain)
Builds
Production AI automation pipelines and workflows for construction enterprises
Domain
Construction technology / Applied Generative AI
Deliverable
production ML models
Required skills
Prompt engineering, LLM evaluation (LLM-as-audience/judge), hybrid search (BM25), ML pipeline optimization, error analysis, golden dataset creation, 3D metadata mapping
Preferred skills
Experience with 0-1 product phase, full ownership of customer problem solving
Technologies
Python, TypeScript, Fastify, Supabase, Weaviate, AWS S3, Azure, OpenAI, Gemini, Cohere, Langfuse, Datadog
Responsibilities
Manage experimentation pipelines and perform error analysis; Oversee evaluations, scoring, and golden data set creation; Continuously improve pipelines to support new use cases; Refine evaluation and scoring systems for robust performance monitoring; Develop use cases mapping 3D-model metadata using LLMs; Implement LLM-as-judge approaches to reduce hallucinations
Seniority
Senior, hands-on IC