Entry-level and blue-collar positions are often categorized as part of the manual labor force, which plays a crucial role in various industrial sectors, including logistics, food services, construction, manufacturing, warehousing, agriculture, transportation, beauty, telecommunications, and retail, catering to both novices and seasoned professionals. In India, there exists a vast array of job openings for individuals who have completed their 9th, 10th, or 12th grades, as well as those holding diplomas or degrees. However, the actual percentage of workers successfully securing positions in companies seeking entry-level and blue-collar roles—such as plumbers, fitters, mechanics, electricians, beauticians, drivers, delivery personnel, nurses, data entry clerks, cooks or chefs, security staff, and maids or nannies—remains disappointingly low. To address this issue, Teamlease.com aims to bridge the employment gap by effectively connecting suitable candidates to relevant job opportunities, allowing workers to explore, search, and apply for positions in their preferred local languages, thus making the process more accessible. This initiative not only enhances job matching but also empowers individuals by providing them with tools to navigate their career paths more efficiently.