Over the decades, UPSC has evolved its recruitment process by introducing changes such as the preliminary exam, which screens candidates more efficiently. The introduction of optional subjects and the emphasis on current affairs reflect changing educational needs. Digital technology has also influenced the recruitment, allowing for online applications and online tests. Moreover, an increased focus on personality tests has shifted the importance from solely academic knowledge to assessing candidates' soft skills and suitability for public service.