Among matlab streams, arts stream has matlab highest proportionof females followed by trade, even as technological know-how accounts for matlab lowest share. Females are found tobe equally or more employable in all sectors, however they lag in primary computing device talents. There is arequirement of intervention to support desktop programming capabilities among female students from earlyformative years. English and Computer Skills dampening smaller town employability customers significantlyFor students residing or studying in smaller cities and cities tier 2/tier 3, matlab maximum gap is accompanied inEnglish and Computer abilities. Since both these talents are rated as enablers and beneficial advantage in knowledgesector jobs, they demand early intervention. It was followed that even after moving to metros foreducation, graduates are not in a position to bridge matlab gap of their laptop knowledge. : Mechanism of hot corrosion. In: Proceeding of High Temperature Alloys for Gas Turbines, Belgium, p. 99 1982Cramer, S. D. , Covino Jr. , B. K. , and Wieman, C. E. 2011. Development and Validation of Instruments to Measure Learning of Expert‐Like Thinking. International Journal of Science Education, 339, 1289 1312.