Senior AI Developer – Engineering Design Automation (Infrastructure)
We are seeking a Senior AI Developer to automate the design of large-scale infrastructure projects. You will build AI models that transform geographic, geotechnical, and structural data into optimized engineering blueprints for water systems, roads, highways, bridges, and tunnels.
Key Responsibilities
Generative Design: Build pipelines to automate 2D drafting and 3D modeling workflows.
Compliance RAG: Create RAG systems to parse regulatory codes and design manuals.
Data Integration: Convert CAD/BIM files and LiDAR data into AI-ready training formats.
Software APIs:
Build custom plug-ins to connect AI models with engineering software.
Required Skills & Qualifications
Core Tech: Expert Python, proficient C++, and mastery of PyTorch or TensorFlow.
CAD/BIM Automation: Experience with APIs like Autodesk Revit/Civil 3D, Rhino/Grasshopper, or Bentley.
3D & Spatial Data: Proficiency with Open3D, PCL, GDAL, or ArcPy.
Cloud & DevOps: Robust experience with Docker and AWS or Azure ML infrastructure.
Background: 4+ years of experience in ML, CAD automation, or generative design. Degree in Computer Science, Data Science, or Computational Engineering.
Preferred Skills
Experience with Physics-Informed Neural Networks (PINNs).
Knowledge of finite element analysis (FEA) or computational fluid dynamics (CFD).