The thesis focuses on the evaluation of the efficiency of recruiting employees in ExxonMobil Corporation. The main aim is to evaluate methods that are used to reach MPT Experienced hires. The theoretical part describes the recruitment process and the traditional and modern methods of attraction. The practical part introduces the reader to the situation on the labour market in the petrochemical industry, presents ExxonMobil Corporation and evaluates methods of attraction, which are used in six selected states of the European Union for filling positions with MPT experienced hires. In the end the ideas that could contribute to the development of regional sourcing strategy of MPT experienced hires will be suggested.

The purpose of this study was to contribute to an increased understanding of how AI toolscan be used in recruitment. This study clarifies the opportunities, challenges and attitudesassociated with the use of AI in recruitment processes. Adopting a qualitative researchapproach through semi-structured interviews, this study shows the insights of HRprofessionals from a big IT company. Based on this, our research question were as follows:What opportunities and challenges are perceived in relation to the use of AI in recruitment?This study examines respondents' attitudes towards the use of AI in recruitment, revealing amix of curiosity and caution. While some respondents appreciate AI's potential for improvingefficiency and fairness, such as by evaluating resumes and coding tests more objectively,there is significant concern about the loss of human elements, particularly in personalinteractions and cultural fit. Respondents emphasize the irreplaceable value of face-to-faceinterviews for understanding candidates beyond their qualifications on paper. The findingshighlight both the opportunities and challenges of integrating AI into recruitment processes,stressing the need for a balanced approach that retains essential human judgment. These arevaluable insights to consider before implementing AI in recruitment and importantinformation for everyone involved in recruitment process.