AI Solution Engineer
Core
Identify and shape AI opportunities across the business, assess feasibility, and design/build prototypes, demos, and MVPs to turn ideas into validated solution concepts.
Role type
AI Solution Engineer (IC)
Builds
Prototypes, demos, MVPs, and validated solution concepts for AI applications in infrastructure and buildings.
Domain
Infrastructure, construction, and engineering (AEC)
Deliverable
production ML models
Required skills
AI/LLM capabilities and limitations, AI tooling (LLMs, APIs, MCPs, RAG), Python, web frameworks, idea-prototype-production lifecycle, feasibility assessment, PRD creation
Preferred skills
Stakeholder management, cloud platforms, containers, backend systems, finance/operations/commercial domain knowledge
Technologies
Python, LLMs, APIs, MCPs, RAG systems, web frameworks
Responsibilities
Identify and shape AI opportunities, assess technical and business feasibility, design and build prototypes/demos/MVPs, translate problems into structured approaches and PRDs, collaborate with engineers and domain experts, explore emerging AI models and tools, support lifecycle from concept to production handover
Seniority
Mid-level, hands-on IC
