Senior 3D & AI Systems Software Developer
Core
Backend engineer building intelligent 3D design analysis systems (AutoReview) for mechanical engineering teams to automate design reviews and improve product quality.
Role type
Senior backend engineer (3D CAD & AI systems)
Builds
Backend infrastructure, geometry parsing pipelines, rule systems, and AI-assisted review workflows for 3D AutoReview
Domain
Mechanical engineering, CAD systems, Machine Learning
Deliverable
production ML models | product features
Required skills
Backend development, 3D math (linear algebra, vector calculus), CAD kernels (OpenCascade, Parasolid, HOOPS), scalable API design, vector databases, ML/AI/LLM productionalization, 3D model ML pipelines, agentic workflows, LLM API integration, ML frameworks (PyTorch, Hugging Face, Scikit-learn), cloud ML deployment (AWS SageMaker, Amazon Bedrock)
Preferred skills
CAD modeling software (SolidWorks, Creo, OnShape), mechanical engineering concepts
Technologies
OpenCascade, Parasolid, HOOPS, PyTorch, Hugging Face, Scikit-learn, AWS SageMaker, Amazon Bedrock, SQL, NoSQL, vector databases, pydantic-ai, OpenAI, Anthropic, Google Gemini
Responsibilities
Design and develop pipeline architecture for 3D AutoReview features; Experiment with geometry parsing, quality detection, and context generation; Collaborate with ML teams to incorporate intelligence into 3D review processes; Develop extensible systems for custom rule creation; Maintain high technical standards across the team
Seniority
Senior, hands-on IC
