Computer Vision Engineer
RYZ Labs, Buenos Aires
About the job
Contract directly with the client Remote - Full-time
Only for candidates based in Latam
We are looking for a Computer Vision Engineer. Ryz Labs is partnering with a client building an AI-powered platform for automated quantity takeoff in heavy civil and highway construction.
As a Senior Computer Vision / ML Engineer, you'll own the “what is it?” problem—identifying materials, surfaces, and construction features from engineering drawings, PDFs, aerial imagery, and satellite imagery.
You'll work closely with another engineering role focused on geometry and measurement, turning your detections into reliable, priceable quantities.
What You'll Do
- Build CV/ML pipelines for engineering drawings, PDFs, aerial and satellite imagery.
- Extract information from both vector and raster PDFs, including degraded/scanned drawings.
- Develop detection and segmentation models for materials and infrastructure such as asphalt, concrete, pavement, drainage, pipes, signs, guardrails, and lane markings.
- Combine information from drawings, specifications, and imagery, identifying discrepancies between sources.
- Build the ML infrastructure around the models: labeling, datasets, evaluation, regression testing, confidence, and provenance.