{"id":1528,"date":"2026-09-14T12:54:49","date_gmt":"2026-09-14T07:24:49","guid":{"rendered":"https:\/\/mnruniversity.edu.in\/blog\/?p=1528"},"modified":"2026-10-01T13:22:34","modified_gmt":"2026-10-01T07:52:34","slug":"b-tech-cse-data-science-ai-hyderabad","status":"publish","type":"post","link":"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/","title":{"rendered":"How AI Is Changing Software Engineering: Skills Every CSE Student Needs in 2027"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Stepping into the field of computer science engineering sounds good, and the curiosity pertaining to the future and career possibilities hovers in the mind of aspirants.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A student sits down to build a login page. Forty lines of code. Perhaps an hour of careful work. Instead, she types one sentence into her editor. Four seconds later the code is on the screen. It compiles. It runs.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So what is she being paid for?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That question now sits in the minds of lakhs of students and their parents. The honest answer is that the job has not disappeared. It has moved. Writing code used to be the skill. Judging code is the skill now \u2014 knowing what to ask for, catching what the machine got wrong, and owning the result when it reaches customers.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That one shift explains most of what is happening in tech hiring today. It also explains why searches for <\/span><b>B.Tech CSE data science &amp; AI Hyderabad<\/b><span style=\"font-weight: 400;\"> options keep climbing. Students want a degree that trains the judging part, not only the typing part.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">What follows covers what changed, what the fresher job numbers actually say, which skills will matter by 2027, and how the main campuses compare on fees and entry rules.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-white ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#What_has_actually_changed_in_a_software_engineers_day\" >What has actually changed in a software engineer\u2019s day?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#Is_it_true_that_AI_now_writes_most_of_the_code\" >Is it true that AI now writes most of the code?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#Will_freshers_still_get_jobs_A_straight_answer\" >Will freshers still get jobs? A straight answer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#Which_skills_will_every_CSE_student_need_in_2027\" >Which skills will every CSE student need in 2027?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#Which_skills_are_quietly_losing_value\" >Which skills are quietly losing value?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#Why_do_South_India_and_Hyderabad_keep_appearing_in_every_shortlist\" >Why do South India and Hyderabad keep appearing in every shortlist?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#How_do_BTech_CSE_data_science_AI_Hyderabad_programmes_compare_on_fees\" >How do B.Tech CSE data science &amp; AI Hyderabad programmes compare on fees?<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#What_separates_BTech_CSE_data_science_AI_Hyderabad_campuses_apart_from_price\" >What separates B.Tech CSE data science &amp; AI Hyderabad campuses apart from price?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#What_is_the_career_scope_of_BTech_CSE_after_2027\" >What is the career scope of B.Tech CSE after 2027?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#Why_do_students_look_closely_at_MNR_University_for_this\" >Why do students look closely at MNR University for this?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/mnruniversity.edu.in\/blog\/b-tech-cse-data-science-ai-hyderabad\/#A_closing_note_for_students_and_parents\" >A closing note for students and parents<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"What_has_actually_changed_in_a_software_engineers_day\"><\/span><b>What has actually changed in a software engineer\u2019s day?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A closer look at the industry shows that the change sits in the order of tasks, not in the job title. The clearest picture comes from the 2025 Stack Overflow Developer Survey, which collected over 49,000 responses from developers in 177 countries.<\/span><\/p>\n<p><b>Table 1: What working developers report about AI tools<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>The question<\/b><\/td>\n<td><b>The finding<\/b><\/td>\n<td><b>What it means for a student<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Do you use AI tools in your work?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">84% use them or plan to, up from 76% in 2024<\/span><\/td>\n<td><span style=\"font-weight: 400;\">The tool is standard, not optional<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">How often?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">51% of professional developers use them daily; early-career developers lead at 55.5%<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Daily use is already normal<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Do you trust the output?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">46% distrust the accuracy, 33% trust it, and only 3% highly trust it<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Somebody has to check the work<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Biggest frustration?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">66% say AI answers are almost right, but not quite<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Spotting &#8220;almost right&#8221; is the new skill<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Second biggest?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">45% say debugging AI-written code takes longer than expected<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Debugging matters more now, not less<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Do you use AI agents?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">52% do not use them at all<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Agents are early, not everywhere<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Source: 2025 Stack Overflow Developer Survey.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Is_it_true_that_AI_now_writes_most_of_the_code\"><\/span><b>Is it true that AI now writes most of the code?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Partly. The figures come from company leaders rather than from audited data, and each company counts differently.<\/span><\/p>\n<p><b>Table 2: What the companies themselves claim<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Who said it<\/b><\/td>\n<td><b>The claim<\/b><\/td>\n<td><b>When<\/b><\/td>\n<td><b>Source<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Satya Nadella, Microsoft<\/span><\/td>\n<td><span style=\"font-weight: 400;\">20\u201330% of code in Microsoft repositories is written by software, with better results in Python than C++<\/span><\/td>\n<td><span style=\"font-weight: 400;\">April 2025, LlamaCon<\/span><\/td>\n<td><span style=\"font-weight: 400;\">TechCrunch; PCMag<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Sundar Pichai, Google<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Around 30% of new code is AI-generated, with engineering speed up by roughly 10%<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Late 2024 earnings call<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Reported widely<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Stack Overflow (49,000+ developers)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">84% use or plan to use AI tools<\/span><\/td>\n<td><span style=\"font-weight: 400;\">2025 survey<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Stack Overflow<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These are self-reported, and nobody agrees on what counts as AI-written. Read them as direction, not precision.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Will_freshers_still_get_jobs_A_straight_answer\"><\/span><b>Will freshers still get jobs? A straight answer<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Many parents and students still believe that a CSE degree guarantees a <a href=\"https:\/\/mnruniversity.edu.in\/placement-cell\"><strong>placement letter<\/strong><\/a>. The situation has changed considerably over the last few years, and pretending otherwise helps nobody.<\/span><\/p>\n<p><b>Table 3: The fresher job market in India, by the numbers<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>What was measured<\/b><\/td>\n<td><b>The number<\/b><\/td>\n<td><b>Source<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Indian IT firms reporting lower entry-level hiring<\/span><\/td>\n<td><span style=\"font-weight: 400;\">About 55%, against only 14% reporting cuts at senior level<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Nomura report, August 2026<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Entry-level roles cut at Indian IT services firms<\/span><\/td>\n<td><span style=\"font-weight: 400;\">20\u201325%, linked to automation and AI<\/span><\/td>\n<td><span style=\"font-weight: 400;\">EY analysis, reported by Rest of World<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Fresher share of all new hires<\/span><\/td>\n<td><span style=\"font-weight: 400;\">14%, down from 18.8% the year before<\/span><\/td>\n<td><span style=\"font-weight: 400;\">India Skills Report 2025<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Overall youth employability in India<\/span><\/td>\n<td><span style=\"font-weight: 400;\">56.35%, up from 54.81%<\/span><\/td>\n<td><span style=\"font-weight: 400;\">India Skills Report 2026<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Engineering (BE\/B.Tech) employability<\/span><\/td>\n<td><span style=\"font-weight: 400;\">70.15%<\/span><\/td>\n<td><span style=\"font-weight: 400;\">India Skills Report 2026<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Computer science graduates<\/span><\/td>\n<td><span style=\"font-weight: 400;\">80% \u2014 the highest of any stream, ahead of IT at 78%<\/span><\/td>\n<td><span style=\"font-weight: 400;\">India Skills Report 2026<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Global Capability Centres in India<\/span><\/td>\n<td><span style=\"font-weight: 400;\">2,117 GCCs employing 23.6 lakh people, up 32% since FY2021; India ranked the world\u2019s top AI hiring market<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Zinnov\u2013nasscom GCC Landscape 2026<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Two things are true at the same time. Entry-level hiring has tightened. Computer science graduates are still the most employable stream in the country, at 80%.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The squeeze falls hardest on graduates who can only do what a tool now does for free. It falls lightly on graduates who can handle data, train a model and prove that an output is correct. This is where things become interesting for anyone choosing a branch in 2027.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It also explains why a <\/span><a href=\"https:\/\/mnruniversity.edu.in\/cse_data_science\"><b>B.Tech CSE data science &amp; AI Hyderabad<\/b><\/a><span style=\"font-weight: 400;\"> search now returns <a href=\"https:\/\/mnruniversity.edu.in\/academic-programs\">so many new branches<\/a>. The universities have read the same numbers.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Which_skills_will_every_CSE_student_need_in_2027\"><\/span><b>Which skills will every CSE student need in 2027?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The World Economic Forum surveyed over 1,000 employers for its Future of Jobs Report 2025. Those employers expect 39% of workers\u2019 core skills to change by 2030. AI and big data top the list of fastest-growing skills, followed by networks and cybersecurity, then technological literacy. Analytical thinking remains the skill employers want most, with seven in ten calling it a must-have.<\/span><\/p>\n<p><b>Table 4: The 2027 skill list for a CSE student<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Skill<\/b><\/td>\n<td><b>Why it matters once AI writes the first draft<\/b><\/td>\n<td><b>Where a student builds it<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Reading code faster than writing it<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Most of the day is spent checking work nobody typed<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Code review practice and open-source reading<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Debugging other people\u2019s logic<\/span><\/td>\n<td><span style=\"font-weight: 400;\">45% of developers say AI code takes longer to debug<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Laboratory work and team projects<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">SQL, pandas and data pipelines<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Models are only as good as the data behind them<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Data science papers and coursework<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Machine learning fundamentals<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Knowing why a model fails, not only how to call it<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Core AI and ML subjects<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Prompting and model evaluation<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Asking well and testing the answer is now daily work<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Project work and internships<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">MLOps, Docker and cloud<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Getting a model into daily use is a separate craft<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Electives and industry training<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Security review<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Unchecked generated code carries real risk<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Cybersecurity papers<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">System design<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI drafts parts; humans decide how parts fit<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Senior-year design subjects<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Statistics<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telling a real result from a lucky one<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Mathematics papers<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Explaining a decision in plain words<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Engineers now argue trade-offs with non-engineers<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Seminars, reports and viva work<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"Which_skills_are_quietly_losing_value\"><\/span><b>Which skills are quietly losing value?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Table 5: Rising against fading<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Rising in value<\/b><\/td>\n<td><b>Fading in value<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Judging whether an output is correct<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Typing boilerplate from memory<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Data modelling and pipeline design<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Repeating the same form-and-database screens<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Security and privacy review<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Writing routine test cases by hand<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Design trade-offs and system thinking<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Copying tutorials without reading them<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Explaining choices to a business team<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Remembering syntax<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Source: WEF Future of Jobs Report 2025; 2025 Stack Overflow Developer Survey.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_do_South_India_and_Hyderabad_keep_appearing_in_every_shortlist\"><\/span><b>Why do South India and Hyderabad keep appearing in every shortlist?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">There is a general notion that South India is quite ahead of others in this particular field with the emergence of a multitude of tech giants offering a plethora of job opportunities. Fathoming the consequence of this fact, private universities have expanded their infrastructure and facilities to attract students from different regions to study computer science and explore the possibilities.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The numbers behind that notion are worth reading before anyone picks a city.<\/span><\/p>\n<p><b>Table 6: Telangana and Hyderabad in figures<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Indicator<\/b><\/td>\n<td><b>Figure<\/b><\/td>\n<td><b>Source<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Telangana IT exports, 2024-25<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b93.13 lakh crore (about USD 32.6 billion at \u20b996 to the dollar), up 16.6% on the year before<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telangana Socio-Economic Outlook, via Deccan Herald<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">IT employment in the state<\/span><\/td>\n<td><span style=\"font-weight: 400;\">9.39 lakh people<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telangana Socio-Economic Outlook<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">IT and ITES companies in Hyderabad<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Over 1,500<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telangana Socio-Economic Outlook<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Share of India\u2019s Global Capability Centres<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Nearly 20%<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telangana Socio-Economic Outlook<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">New GCCs attracted by October 2025<\/span><\/td>\n<td><span style=\"font-weight: 400;\">40 \u2014 the highest of any Indian city that year<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telangana Socio-Economic Outlook<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Anyone hunting for the <\/span><a href=\"https:\/\/mnruniversity.edu.in\/blog\/best-colleges-south-india-engineering-cse\/\"><b>best B.Tech CSE university in South India<\/b><\/a><span style=\"font-weight: 400;\"> ends up looking at this corridor sooner or later. The jobs sit here, and so do the internships that turn a student into a hire.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_do_BTech_CSE_data_science_AI_Hyderabad_programmes_compare_on_fees\"><\/span><b>How do B.Tech CSE data science &amp; AI Hyderabad programmes compare on fees?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Fees are the first question most parents ask. The table lists published annual tuition for CSE or its data science and AI branches for the 2026-27 cycle. <a href=\"https:\/\/mnruniversity.edu.in\/hostel-facilities\"><strong>Hostel, mess and transport<\/strong><\/a> are charged separately everywhere.<\/span><\/p>\n<p><b>Table 7: Annual tuition for B.Tech CSE and its data science \/ AI branches, 2026-27<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>University<\/b><\/td>\n<td><b>Annual tuition (approx.)<\/b><\/td>\n<td><b>Four-year tuition (approx.)<\/b><\/td>\n<td><b>Source<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">MNR University, Sangareddy<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b92,00,000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b98,00,000<\/span><\/td>\n<td><a href=\"https:\/\/mnruniversity.edu.in\/fees\"><span style=\"font-weight: 400;\">MNR University official fee page<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Malla Reddy University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b92,00,000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b98,00,000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Collegedunia \/ Shiksha listings<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Anurag University, Ghatkesar<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b92,85,000 (+\u20b910,000 for Honours)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b911.40\u201311.80 lakh<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Collegedunia listings<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Woxsen University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b93,00,000 tuition (about \u20b93,60,000 with other fees)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b912,00,000 tuition<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GetMyUni listings<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Mahindra University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b95,00,000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b920,00,000<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Collegedunia listings<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">BITS Pilani, Hyderabad Campus<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b95.83 lakh (\u20b92,91,500 a semester, rising about 5% a year)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b923\u201325 lakh<\/span><\/td>\n<td><span style=\"font-weight: 400;\">BITS Pilani official fee schedule 2026-27<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">VNR VJIET<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b91.31\u20131.70 lakh (Category A)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b95.2\u20136.8 lakh<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GetMyUni \/ college listings<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Vasavi College of Engineering<\/span><\/td>\n<td><span style=\"font-weight: 400;\">About \u20b91.50 lakh (Category A)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">About \u20b96 lakh<\/span><\/td>\n<td><span style=\"font-weight: 400;\">College listings<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Category A seats at fee-regulated colleges cost less. Category B and direct-admission seats cost more. Every figure should be checked against the university\u2019s own page before payment, because fee orders are revised each cycle.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"What_separates_BTech_CSE_data_science_AI_Hyderabad_campuses_apart_from_price\"><\/span><b>What separates B.Tech CSE data science &amp; AI Hyderabad campuses apart from price?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Price alone is a poor filter. A student should look at which branches actually exist on paper, how a student gets in, and what recognition the data science teaching carries.<\/span><\/p>\n<p><b>Table 8: Branches, entry routes and recognition<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>University<\/b><\/td>\n<td><b>CSE branches with a data science or AI focus<\/b><\/td>\n<td><b>Entry route<\/b><\/td>\n<td><b>Notable recognition<\/b><\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/mnruniversity.edu.in\/\"><strong>MNR University<\/strong><\/a><\/td>\n<td><span style=\"font-weight: 400;\">B.Tech (Hons) CSE, CSE (AI &amp; Machine Learning), CSE (AI &amp; Data Science), ECE (IoT); M.Tech and PhD in AI &amp; ML and Data Science<\/span><\/td>\n<td><span style=\"font-weight: 400;\">TS EAMCET \/ EAPCET or equivalent state, national or international test; direct application<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Telangana\u2019s first DASCA-USA accredited university; Gold Sustainable Campus; 50+ year legacy<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">BITS Pilani, Hyderabad<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B.E. Computer Science; no separate data science branch at UG level<\/span><\/td>\n<td><span style=\"font-weight: 400;\">BITSAT only<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Strong research reputation; Practice School model<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Mahindra University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B.Tech CSE, AI &amp; ML, CSE (Data Science)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">JEE Main, SAT India, CUET and others<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Private state university, Telangana<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Woxsen University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B.Tech CSE, AI &amp; ML, Data Science<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Own admission process or JEE Main<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Private university; design and business focus<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Malla Reddy University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B.Tech CSE, AI &amp; ML, IT, VR &amp; AR<\/span><\/td>\n<td><span style=\"font-weight: 400;\">TS EAPCET or direct admission<\/span><\/td>\n<td><span style=\"font-weight: 400;\">NAAC accredited<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Anurag University<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B.Tech CSE, AI &amp; ML, CSE (Data Science), Cyber Security<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AnuragCET, TG EAPCET or JEE Main<\/span><\/td>\n<td><span style=\"font-weight: 400;\">NAAC \u2018A\u2019; NIRF ranked; scholarships by rank band<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">VNR VJIET and Vasavi College<\/span><\/td>\n<td><span style=\"font-weight: 400;\">B.Tech CSE and allied branches under JNTUH<\/span><\/td>\n<td><span style=\"font-weight: 400;\">TS EAPCET (Category A) or management quota<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Autonomous; NBA and NAAC accredited<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_is_the_career_scope_of_BTech_CSE_after_2027\"><\/span><b>What is the career scope of B.Tech CSE after 2027?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">One question that often comes up is whether data science pays better than plain software work. Published ranges suggest it does, though the gap narrows once a software engineer gains a few years.<\/span><\/p>\n<p><b>Table 9: Roles and published salary ranges in India (2026)<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Role<\/b><\/td>\n<td><b>What the work involves<\/b><\/td>\n<td><b>Fresher range<\/b><\/td>\n<td><b>With 3\u20135 years<\/b><\/td>\n<td><b>Source<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Software Engineer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Building and maintaining applications<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b94\u20138 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b910\u201318 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Aptech India role comparison<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Data Scientist<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Finding patterns and building models<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b96\u201314 LPA (Glassdoor)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Average about \u20b911 LPA (AmbitionBox)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Glassdoor; AmbitionBox, 2026<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Machine Learning Engineer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Training and shipping models<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b97\u201312 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b915\u201330 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Aptech India; Instahyre<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">AI Engineer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Building products on top of models<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b98\u201314 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b918\u201335 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Aptech India; Instahyre<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Data Engineer<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Moving and cleaning data at scale<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b95\u201310 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b912\u201325 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Futurense role comparison<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Cybersecurity Analyst<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Finding and closing security holes<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b94\u20138 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u20b910\u201320 LPA<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Aptech India role comparison<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For context, a data scientist starting in the United States is quoted at USD 90,000 to 110,000 \u2014 roughly \u20b986.4 lakh to \u20b91.06 crore at \u20b996 to the dollar. Indian pay is far lower in absolute terms, but it is climbing at about 18\u201322% a year. Published averages are a guide, never a promise.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Why_do_students_look_closely_at_MNR_University_for_this\"><\/span><b>Why do students look closely at MNR University for this?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">From a student\u2019s perspective, one detail separates MNR University from most technology campuses near the city. Its data science and AI teaching carries an outside stamp.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">MNR University is the first university in Telangana accredited by the Data Science Council of America (DASCA), a vendor-neutral body that checks data science and AI programmes against international knowledge standards. The accreditation was granted on 7 April 2026 and runs to 6 April 2032. For a subject where every college now advertises an AI branch, an outside check is one of the few claims a parent can actually verify. For a family shortlisting <\/span><a href=\"https:\/\/mnruniversity.edu.in\/accreditation\"><b>B.Tech CSE data science &amp; AI Hyderabad<\/b><\/a><span style=\"font-weight: 400;\"> programmes, that carries weight no brochure line can match.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The <a href=\"https:\/\/mnruniversity.edu.in\/btech\"><strong>School of Engineering, Technology &amp; Artificial Intelligence<\/strong><\/a> runs B.Tech (Hons) in CSE, CSE (AI &amp; Machine Learning), CSE (AI &amp; Data Science) and ECE (Internet of Things), with annual tuition of \u20b92,00,000 for 2026-27. A student who wants to continue can stay on for an <a href=\"https:\/\/mnruniversity.edu.in\/mtech_comeng\"><strong>M.Tech or a PhD in AI and Machine Learning<\/strong> <\/a>or Data Science on the same campus.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The university also carries a 50+ year legacy in education, a Gold Sustainable Campus recognition, <a href=\"https:\/\/mnruniversity.edu.in\/collaborations\"><strong>academic collaborations<\/strong><\/a> with six United States universities including Emporia State, Cumberland and Campbellsville, and <a href=\"https:\/\/mnruniversity.edu.in\/scholarships\"><strong>merit scholarships<\/strong><\/a> worth up to a 60% tuition waiver. Its laboratories hold three separate sets of hardware and software that graduates meet on their first day at work. The campus sits at Sangareddy, with an <a href=\"https:\/\/mnruniversity.edu.in\/contactus\"><strong>admissions office at Kukatpally<\/strong><\/a>.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"A_closing_note_for_students_and_parents\"><\/span><b>A closing note for students and parents<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ask any experienced professional in the field, and they will tell you the same thing. The tools changed. The thinking did not.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A student who spends four years letting an assistant write everything will interview badly, because interviewers now ask candidates to find the bug the machine left behind. A student who learns data, statistics and system design will find the assistant makes them faster rather than replaceable.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There is little doubt that the future of B.Tech CSE belongs to graduates who can prove an answer is right, not only produce one. For families weighing up a <\/span><a href=\"https:\/\/mnruniversity.edu.in\/central-facilities\"><b>B.Tech CSE data science &amp; AI Hyderabad<\/b><\/a><span style=\"font-weight: 400;\"> shortlist, the campuses worth a second visit are those where the data science teaching is checked by somebody outside the university \u2014 and where the laboratories are switched on, not just photographed.<\/span><\/p>\n<p><strong>Follow Us: <a href=\"https:\/\/www.facebook.com\/MNRuniversity\/\" target=\"_blank\" rel=\"noopener\">Facebook<\/a> | <a href=\"https:\/\/www.instagram.com\/mnr_university_official\" target=\"_blank\" rel=\"noopener\">Instagram<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Stepping into the field of computer science engineering sounds good, and the curiosity pertaining to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1537,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1],"tags":[120],"class_list":["post-1528","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-school-of-technology","tag-b-tech-cse-data-science-ai-hyderabad","entry"],"acf":[],"_links":{"self":[{"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/posts\/1528","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/comments?post=1528"}],"version-history":[{"count":1,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/posts\/1528\/revisions"}],"predecessor-version":[{"id":1542,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/posts\/1528\/revisions\/1542"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/media\/1537"}],"wp:attachment":[{"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/media?parent=1528"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/categories?post=1528"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mnruniversity.edu.in\/blog\/wp-json\/wp\/v2\/tags?post=1528"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}