Individual education for a job in GIS and GeoAI

Name Description
LLM Engineer Prompting, RAG, vector databases, LangChain/LlamaIndex, fine-tuning.
MLOps Engineer Model deployment, monitoring, ML pipelines (Kubeflow/MLflow), Docker/Kubernetes.
Location Intelligence Engineer Business use cases, dashboards (GIS/Power BI/Tableau), storytelling.
GIS Specialist A GIS specialist analyzes and visualizes geographic data to solve spatial issues.
GeoAI Specialist Combines geographic information systems with artificial intelligence to analyze spatial data,
Geospatial Data Steward Ensures the avialability, quality, consistency, and governance of geospatial data
PointCloud Engineer Processes and analyzes 3D point cloud data from sources such as LiDAR create accurate models
Geospatial Data Analyst Uses GIS tools and spatial analysis techniques to process, visualize, and interpret geographic data.
Geospatial Data Engineer Designing, implementing, and maintaining geospatial systems and infrastructure.
Geospatial Data Scientist Investigates complex spatial challenges by combining scientific methods, GIS technology, and data analysis
Geospatial Developer Developes applications that integrate, analyze, and visualize geographic data using GIS software
Machine Learning Engineer Model production, APIs, PyTorch/TF, feature stores, CI/CD.
Earth Observation Engineer Satellite imagery, raster analysis, Google Earth Engine, GDAL.