Senior Deep Learning Engineer
Core
Design, train, and deploy deep learning models for layout analysis, OCR, object detection, and image-to-graph tasks to power a quoting product for commercial HVAC, electrical, and plumbing suppliers.
Role type
Senior Deep Learning Engineer (Computer Vision)
Builds
Production-ready ML systems including data pipelines and fine-tuned models for a quoting platform
Domain
Construction technology / Computer Vision
Deliverable
production ML models
Required skills
Deep learning mastery, PyTorch, neural network architecture design, training workflow engineering, model evaluation and monitoring, production code optimization, semantic segmentation, object detection
Preferred skills
Active learning setups, RLHF, SOTA computer vision research, ML deployment and monitoring pipelines
Technologies
PyTorch
Responsibilities
Design and train deep learning models for layout analysis, OCR, object detection, and image-to-graph tasks; Build robust metrics and monitor production model performance; Integrate models into product and infrastructure
Seniority
Senior, hands-on IC