The objective is to develop a systematic approach to evaluate and rank candidates for each employer based on the alignment between the employers' specified criteria and the candidates' profiles. Challenges include incomplete candidate information, subjective interpretations of requirements, and dynamic preferences. The expected output is a ranked list of candidates for each employer, facilitating informed hiring decisions.