Data Analysis of H1B Visa Applications
This work focuses on the data science challenge problem of predicting the decision for past immigration visa applications using supervised machine learning for classification.
The H-1B visa allows employers in the United States to temporarily employ foreign nationals in various specialty occupations that require a bachelor’s degree or higher in the specific specialty, or its equivalents. These specialty occupations may often include, but are not limited to: medicine, health, journalism, and areas of science, technology, engineering and mathematics (STEM). Every year the United States Citizenship and Immigration Service (USCIS) grants a current maximum of 85,000 visas, even though the number of applicants surpasses this amount by a huge difference and this selection process is claimed to be a lottery system.