The self-employment sector provides an avenue for workers to earn a living. The returns to the self-employed remains unexplained. In Kenya studies indicate the increasing entry of school graduates of all levels of education entering the self-employment whose returns remains unpredictable. The study objectives were to; analyze the returns to levels of education of the self-employed in computer industry, analyze the returns to education of levels of education of the self-employed in spare parts industry. The study used descriptive and correlation design. The study used human capital theory as advanced by Becker which states that earnings rise with additional years of schooling. The population of the study was 11,240.That is in computer service industry 6,400 and spare parts 4840 workers. The study used Glen model to derive a sample of 384 respondents with 218 computer services and 166 spare parts self-employed workers. Questionnaire and interview schedules were used to collect data for the study. Validation of the instruments was done by consultation with supervisors of this study and other researchers to ensure they complied with universal standard of proposal and research finding reporting. Reliability of instruments was established at 0.7. Quantitative data was analyzed using descriptive statistics and inferential statistics. Qualitative data was transcribed and analyzed in emergent themes and sub-themes and reported verbatim. The study found out that; on average in computer service industry self-employed respondents with KCPE, K.C.S.E and diploma had similar amount of returns while bachelor’s degree and masters earnings were higher with certificate recording lower earnings. The combined levels of education explained 22.6% of the returns in education. The result therefore indicated that education levels marginally explain the returns to education in computer service industry. In spare parts the results showed that on average; respondents with KCPE, KCSE and certificate earned nearly similar amount of money. Diploma graduates earnings bachelor’s degree and masters graduates recorded higher earnings.The combined effects of all levels of education explained 31.8% while 68.2% remained unexplained. Education levels therefore significantly explained the returns to education. Government intervention were not effective in the provision of: market stalls, loans and market for finished products, but effective in provision of: security, electricity and infrastructure. The study conclude that K.C.P.E level of education had positive returns and other levels of education could not be relied upon to explain the returns to education. The study recommended curriculum review in other levels of education apart from K.C.P.E to make them relevant to the needs of the self-employed in computer and motor spare part. The study is important in formulation of education programmes relevant to the self-employed and government intervention in support of the self-employed.