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Vagas , a Brazilian company specializing in recruitment and selection technology that enables valuable matches between professionals and companies, has completed the first phase of its technological evolution to improve the user experience of its job and professional recommendation services . Before this, Vagas utilized separate matching engines with non-integrated algorithms. The company developed a unified mechanism called Single Matching Engine to address this issue . At the same time, Vagas is also migrating from the Google Cloud environment to the AWS cloud and is building a data lake on the Amazon platform to house applicant, job, and company information.