Algorithm Developer – Data Intelligence
Core
Develop algorithms to transform scattered, inconsistent sensor data and engineering documents into structured geospatial intelligence anchored in real-world coordinates.
Role type
Senior IC algorithm developer (geospatial intelligence & multi-modal data fusion)
Builds
Geospatial intelligence systems processing raw sensor data and engineering drawings
Domain
Geospatial intelligence, underground mapping, infrastructure data
Deliverable
production ML models
Required skills
algorithmic depth, computer vision, data science, NLP, deep learning, geometry, 3D data, Python, software engineering, data pipelines, LLMs, document analysis
Preferred skills
OCR, layout analysis, vision-language models, GIS, CAD, coordinate reference systems, cloud development (AWS), M.Sc. or Ph.D.
Technologies
Python, LLMs, vision-language models, AWS
Responsibilities
Own problems end-to-end from ambiguous asks to production systems; build systems gathering info from diverse sources; develop methods to judge relevance and trustworthiness; anchor extracted info to real-world coordinates; extract structured data from complex documents; design evaluation methodologies; collaborate with mapping experts and researchers.
Seniority
Senior, hands-on IC