Encompasses data cleaning, transformation, formatting, and integration tasks for usability in analytics and reporting. Employed by IT departments and analytics teams in finance, healthcare, retail, and manufacturing sectors. Providers supply outsourced solutions to enterprises handling voluminous datasets for operational integration.