Machine Learning Engineer
Core
Develop computer vision and generative AI models to track activity and progress on civil, institutional, and commercial construction sites.
Role type
Senior IC machine learning engineer (computer vision & generative AI)
Builds
Production ML models integrated into a visual progress tracking solution for construction firms
Domain
Construction technology / Computer Vision / Generative AI
Deliverable
production ML models
Required skills
Computer vision model development, end-to-end MLOps, LLM and multimodal model experimentation, ML lifecycle management (data, labeling, training), high-throughput inference infrastructure design, SDLC integration
Preferred skills
Deep learning frameworks (PyTorch), inference engines (TensorRT), edge ML application development, .NET and C# programming
Technologies
PyTorch, TensorRT, .NET, C#, Python
Responsibilities
Design, develop, and integrate ML models for construction site tracking; run experiments with LLMs and generative AI to determine custom vs off-the-shelf solutions; develop software for ML lifecycle management; source and curate training data
Seniority
Early-stage hire (2nd dedicated ML/AI), hands-on IC
