This analysis examines May 2024 BLS OEWS salary data across nine data practitioner roles — from Management Analysts to Database Architects — to uncover how role, geography, and seniority drive earning potential. Using national percentile distributions, state-level choropleth maps, and a tile grid visualization, the analysis reveals that Database Architects consistently command the highest salaries across nearly every state, while a $45K gap separates the highest and lowest paying roles nationally. Whether you are navigating a career pivot or benchmarking your current compensation, one finding is clear: your title and your zip code together determine your paycheck.

A logistic regression model that determines what factors contribute to an NFL team having a winning season