Develop and implement microsimulation modeling methodologies, including econometric and machine learning algorithms, to improve regional forecast model such as the UrbanSim (25%)
Collaborate with internal modeling staff and external modeling consultants on model code developments, maintaining and deploying model codebase using distributed version control system such as Git or SVN. (25%)
Support demographic, economic, and land use models by including new data, updating code, and visualizing related data. (5%)
Collect and process socioeconomic and land use data from a variety of data sources; validate, analyze, and enrich data feature set for regional forecast model; prepare and maintain model input database. (5%)
Develop, streamline, and maintain data for socioeconomic analysis, urban modeling, and forecasting. (5%)
Analyze and prepare dataset for the Regional Forecast Model. (5%)
Assist in analyzing and publishing a wide range of data, including economics, demographics, employment, land use, and transportation. (5%)
Map and migrate data into structure for models and applications. (5%)
Ensure accuracy and consistency of data. (5%)
Develop and maintain applications. (5%)
Support data visualization applications. (5%)
Work on special projects as needed (5%)
