Methods, systems and articles of manufacture for computerized employment recruiting are provided. The system accesses a candidate database of candidate data for a plurality of candidates and a job posting database. The system compares the qualifications of the candidates to the job criteria for the job postings and determines a match between the qualifications and the job criteria. The system also identifies a inferred links between the candidates and the employer for the job postings to provide an added reliability factor to the referred candidates. The system ranks the matched candidates based, at least in part, using the inferred links and provides the ranked candidates to the employer. The system may use ontology based, and semantic matching based, algorithms for matching candidates to job postings, and also for identifying inferred links between candidates and employers.