Ignite IT
Senior Data Scientist
Full-time
About the job
Ignite IT Hub is seeking a Senior Data Scientist to improve the U.S. Census Bureau's LLM Autocoder and assess its use across household surveys and demographic projects. You will lead analytical methods and experimental design for coding survey write-in responses, working with engineers, the Model Evaluation Analyst, and Government subject matter experts (SMEs) to turn evidence into practical recommendations. Responsibilities Establish performance baselines and evaluation methods for the American Community Survey (ACS) Autocoder and proposed expansion efforts. Analyze accuracy, industry and occupation joint coding rates, coverage, error patterns, and category-level results to identify...