Interview Preparation Archives

IT Placement Exam Calendar 2026–27: TCS, Infosys, Wipro & Cognizant

Surekha Nanekar / September 29, 2026

Four big IT companies, four completely different hiring processes, and timelines that never seem to line up. Honestly, for any fresher, the hardest part is rarely the syllabus itself. It is just figuring out when to apply, whether a test portal is actually open, what a specific company cares about, and what to focus on first. It is so easy to spend three weeks prepping for something like the TCS NQT, only to realize a registration window closed right under your nose. That is why having a single reference point for the 2026–27 IT placement calendar helps. Just keep in mind that recruitment dates can shift, so always double-check the active portals before you submit anything. Quick Calendar Breakdown Smart Prep Strategy Fortunately, you don’t need to reinvent the wheel for every single test. Aptitude, logical reasoning, verbal ability, programming basics, and interview skills overlap heavily across all four processes. Nail down that shared core first. Once you have got the fundamentals solid, you can easily pivot and layer in company-specific topics right before your test date. Why this calendar matters more than most freshers realise The biggest mistake with placement exams is treating them like college exams. With a college exam, you normally know the date well in advance, and everyone in the class is working towards the same paper. Fresher hiring is messier. One company may open applications while another is still hiring from the previous batch. That is why an IT company hiring calendar for freshers in India is actually useful. You are not trying to prepare for four completely unrelated exams. You are trying to build one strong base and then adjust it for each company’s process. TCS, for example, has both specific hiring drives and the broader TCS iON NQT assessment route. The current TCS All India NQT hiring page lists 2024, 2025, and 2026 batches for its specific drive, while the October TCS iON NQT test is a separate recurring assessment. Third-party hiring calendars also publish estimates for the scale of mass hiring across large IT services companies. Those figures can be useful for understanding the size of the market, but they should not be treated as guaranteed openings for a particular student or batch. IT mass hiring drives 2026 calendar and intake estimates The practical lesson is simple: do not wait for one perfect placement exam. Keep your profile ready, monitor the company portals, and prepare the common subjects before the registration window appears. TCS NQT 2026: everything confirmed for the October cycle TCS NQT is useful to understand because “TCS NQT” can refer to more than one route. The recurring TCS iON NQT assessment is broader than a single TCS recruitment drive, while TCS also runs specific All India hiring processes through TCS careers. What TCS NQT is and why it matters beyond TCS TCS NQT is an assessment conducted through TCS iON that can be used by candidates to demonstrate their skills to participating employers. It should not be confused with a guarantee of a TCS interview or offer. The actual hiring process depends on the relevant company or recruitment drive. For TCS’ own hiring, the current official All India NQT page describes an integrated Foundation and Advanced assessment. The Advanced section is required if you are targeting Digital or Prime opportunities in that drive. That distinction matters because you may see a social media post saying “TCS NQT” and assume every candidate is applying for exactly the same job. They are not necessarily doing so. October 2026 confirmed dates The current October TCS iON NQT listing is being reported with: Current reporting based on the TCS iON schedule lists 19 October 2026 as the next test date and 7 October as the application deadline. Before paying for or registering for an NQT variant, check the exact test displayed in your active TCS iON account. This is especially important because TCS has separate recruitment drives. The current TCS All India NQT hiring page, for example, shows its 2026 drive as closed and lists a March 2026 test schedule. Eligibility Eligibility depends on the specific NQT or TCS hiring route. For the current TCS All India NQT hiring drive, TCS lists 2024, 2025, and 2026 engineering and postgraduate batches, with a minimum 60% aggregate requirement across the specified academic qualifications, no pending backlogs at the selection stage, and other conditions covering education gaps, course type, age, and experience. So do not copy eligibility from an old TCS NQT article and assume it applies to every 2026 test. The batch and qualification rules can be different between an assessment product and a particular hiring drive. Exam pattern For the current TCS All India NQT hiring process, the test has two parts: Section Duration Foundation 75 minutes Numerical Ability 25 minutes Verbal Ability 25 minutes Reasoning Ability 25 minutes Advanced 115 minutes Advanced Quantitative and Reasoning 25 minutes Advanced Coding 90 minutes Total 190 minutes TCS says the Advanced section is mandatory for candidates targeting Digital or Prime in this hiring process. Performance can determine whether a candidate moves towards Prime, Digital, or Ninja interview consideration. Salary by track The current TCS All India NQT page gives the following undergraduate CTC ranges for candidates with 0 to 1 year of experience: The exact compensation varies by qualification, experience, and job location. These figures should not be copied as a guaranteed salary for every person who takes TCS NQT. The offer category and compensation depend on the hiring process and selection outcome. Cutoffs TCS does not publish one universal public cutoff that applies to every NQT route. You will often see numbers such as 65% or 70% quoted on preparation websites. Treat those as reported or suggested preparation benchmarks, not official TCS cutoffs. A better way to prepare is to avoid planning around the minimum possible score. For aptitude, aim for consistent accuracy under time pressure. For Advanced, spend enough time on coding that you can solve problems without depending on memorised patterns. What

Full Stack Development, Interview Preparation, IT Education

How to Learn Full Stack Development from Scratch: A Realistic 6-Month Plan for Beginners in Pune

Surekha Nanekar / September 6, 2026

You have made up your mind to become a full-stack developer. And you are currently staring at 47 tabs in your browser window. One tab is called MERN, another Python, another React, one tells you to learn JavaScript first, and somebody on YouTube is discussing Docker. This is the annoying part of the process of learning how to become a full-stack developer. Because the challenge is not that there aren’t enough resources out there. It is that there are too many of them, and hardly anybody tells you what to study first, what to skip, and when you are really ready to proceed. That’s why this six-month plan is very useful for you. How to learn full stack development from scratch: realistic 6-month plan Month 1: HTML, CSS, and JavaScript fundamentals. Build a static webpage and a small interactive app. Month 2: Deeper JavaScript, including ES6, DOM, asynchronous JavaScript, and APIs. Build projects without a framework. Month 3: React.js. Build two component-based frontend projects. Month 4: Node.js, Express.js, and REST APIs. Connect a React frontend to a backend. Month 5: MongoDB or MySQL, authentication, and one complete full-stack project. Deploy it online. Month 6: Git, cloud basics, resume, portfolio, mock interviews, and job applications. A realistic target is 5 to 8 months for someone studying consistently every day. Six months can be enough to become job-ready, but only if the time is spent writing code and building projects, not just watching tutorials. Why full stack development in 2026, and why Pune specifically? India’s demand for full stack developers has not disappeared just because AI tools can now generate code. In fact, the work is changing. Developers are expected to understand more of the application instead of being limited to one small part of it. According to GUVI’s 2026 report, a current LinkedIn search shows 10,000+ full-stack developer openings across India. The report also cites a salary range from around ₹4 LPA for freshers to ₹30+ LPA for experienced professionals, although actual compensation varies by company, skills, experience, and portfolio quality. Pune is particularly relevant for beginners because its technology market includes startups, SaaS businesses, IT services companies, and Global Capability Centres. Areas such as Hinjewadi, Baner, and Kharadi have a large concentration of technology employers, which gives freshers more than one type of company to target. What “full stack” actually means for a beginner A full-stack developer works across the parts of a web application that the user sees and the systems working behind it. The frontend handles the interface, buttons, forms, and screens. The backend handles application logic, APIs, and communication with the database. Think about an online shopping website. The product page you see is the frontend. The system checking stock, processes your request, and retrieves product information from a database sits behind it. Full stack development means understanding how those pieces connect, rather than learning only one side. That is also why the learning order matters. Trying to learn React, Node.js, databases, and deployment at the same time sounds ambitious, but usually creates confusion instead of progress. Before you start: the two decisions you need to make There are two choices worth settling before you start collecting courses and tutorials. First, decide which technology track you want to follow. Second, decide whether you are going to learn independently or follow a structured programme. Getting these decisions right saves months later. Decision 1: Which full stack track? For beginners in Pune, two practical options are MERN and Python full-stack. In MERN, there is usage of JavaScript in the entire stack with MongoDB, Express.js, React, and Node.js. In the case of Python full-stack, there is usually usage of Python in the backend along with Django, as well as a database like MySQL, whereas HTML, CSS, and JavaScript are used in the frontend. Neither of the two assures a job automatically. Instead of the certificate name, your skill in building applications, your understanding of the code, and explaining the technical choices matter most. JavaScript is a natural path for someone who is already familiar with the language, as you are going to use it for the entire stack. However, when learning from scratch, Python seems easier in the first weeks of study. It is better to choose what you will stick with until proficiency. If you are still deciding, this MERN Stack vs Python Full Stack comparison for Pune can help you compare the two paths before committing. This roadmap follows the MERN route because it gives beginners a straightforward progression from JavaScript to React and then Node.js. The equivalent Python path is included at each stage, so the roadmap still works if you choose Python Full Stack. Decision 2: Self-study or structured course? Self-learning can absolutely work. Plenty of developers have learned through documentation, YouTube, practice websites, and personal projects. The problem is not whether self-study works. The real question is how long it takes you to reach the same level. Someone learning alone has to decide which JavaScript course to follow, which React version to use, which projects are worth building, how to debug problems, and when to stop learning and start applying for jobs. A structured course removes some of that decision-making. A programme such as Teknowell’s full stack development training gives learners a fixed learning sequence, live instruction, project work, and placement assistance. The trade-off is cost and a less flexible schedule, so it makes more sense for someone who values structure and accountability. Self-learning vs. a structured course for full stack is not really a question of which one is universally better. It is about whether you can create and follow your own curriculum without spending three weeks deciding which tutorial to watch next. Month 1: HTML, CSS and JavaScript foundations If you are wondering what to learn before full-stack development, start here. Do not open React documentation on day one. HTML provides structure to a webpage. CSS manages the visual and behavioral appearance of the structure on varying devices. JavaScript enables interactivity. These

Full Stack Development, Interview Preparation, IT Education

How to Get MERN Stack Jobs in Pune for Freshers

Surekha Nanekar / August 31, 2026

Completing a MERN course is like accomplishing a huge milestone. But then, when you check LinkedIn or Naukri for MERN Stack jobs in Pune for freshers, all of a sudden your confidence takes a slight dip. Most of the positions appear to require experience, internships, project work, or skill sets that are never mentioned anywhere in the syllabus of your course. This doesn’t mean that you are not job-ready. Rather, this indicates that you have come to the second stage of learning where just knowledge of React, Node.js, Express, and MongoDB is no longer sufficient. At this stage, you have to be able to communicate your knowledge in such a way that it becomes easy for the recruiter to verify and evaluate it in an interview. The upside is that this process is more practical than ever before. All you need is a small portfolio showcasing your skills in building applications, a resume reflecting your skills correctly, a GitHub profile that is not neglected, and adequate interview practice to demonstrate the skills. An ideal way of approaching all of this within 60 days would do well. Not sure MERN is the right stack for you? Compare it with Python in our MERN stack vs Python full stack guide. How do I find MERN Stack jobs in Pune for freshers? As far as salaries are concerned, according to Glassdoor, the MERN Stack Developer base pay in Pune at present is between ₹4 lakh and ₹8 lakh per annum, with the average base pay being ₹4 lakh. What Do MERN Stack Jobs in Pune for Freshers Actually Require? The fresh recruiter checking your MERN developer resume would expect something different from the one having some experience. But still, he would want you to say something more than “I know React and Node.js”. You should be able to develop a functional application, connect the front-end and API, handle the database and errors, and know why you chose that or another way to write the code. The point is that freshers usually get ready for interviews by studying technologies. They write JavaScript, React, Node.js, Express, MongoDB, Git, and REST API in their resume, but when it comes to explaining how the authentication works in their project, they cannot provide a proper answer. Knowing a tech stack and using it are two different matters. In the case of a fresher, the basic requirement is quite simple. You must have a good working knowledge of modern JavaScript, React.js, Node.js, Express.js, MongoDB, REST API, and Git/GitHub. In the current MERN/MEAN program being followed at Teknowell, MongoDB, Express.js, React.js/AngularJS, Node.js, JavaScript, and REST APIs are some of the technologies included in the curriculum. Pune has a very diverse range of employers. Therefore, you might not find “MERN Developer” written on many job postings. Instead, you would come across jobs as React Developer, Node.js Developer, Full Stack Developer, JavaScript Developer, and even Software Developer. The little variation in your search parameters can make a world of difference to your job search process. How to Build a MERN Portfolio That Looks Job-Ready Here is where many freshers lose time. They build five or six projects, usually by following tutorials, add them all to their resume, and assume the number of projects will impress recruiters. Usually, it does not. A portfolio is useful when each project gives the recruiter evidence of a particular skill. A basic to-do application proves that you can follow instructions and work with simple state. A complete application with authentication, database operations, API integration, validation, error handling, and deployment tells a much stronger story because there is more for you to explain. For a MERN portfolio for freshers in India, two or three serious projects are enough to start with. You do not need ten applications sitting on GitHub. You need a few projects that you genuinely understand from the first component to the database query. What should your 3 projects prove? Think about your projects as three interview conversations rather than three items on a checklist. Your first project could demonstrate strong frontend work. Your second should show complete full-stack development, including the backend, database, and authentication. A third can solve a more realistic business problem, such as an admin dashboard, booking system, learning platform, inventory application or service marketplace. The project itself does not have to be revolutionary. Recruiters are not expecting a fresher to invent the next Amazon. They are looking for signs that you can take a problem, break it into smaller pieces, build the application, and fix things when they stop working. A useful project should ideally include features such as: That last part is often ignored. A recruiter should not have to open five folders and read your source code just to figure out what your project does. If your GitHub currently contains several unfinished tutorial repositories, it is better to archive or clean up the weak ones and make your best projects easy to find. A smaller portfolio that you can confidently defend in an interview is much stronger than a large portfolio you barely remember building. For a deeper step-by-step approach, you can read Teknowell’s guide on how to build a GitHub portfolio that gets you hired after you finish this section. What Should a Fresher MERN Developer Resume Look Like? The only reason your resume will be helpful at this stage is to help the recruiter comprehend your skills. It should not be made in such a way that it looks like your autobiography. There is no need to write an extensive history of how enthusiastic you are regarding the technology. A fresher resume for a MERN developer has to emphasize your technical skills, best project(s), education, and experience. The resume can be written in a single page. It should begin with your contact details, LinkedIn and GitHub, followed by a technical summary, your skills, projects, education, and experience. The project descriptions need to have your undivided attention, as you may not have any professional development experience

Interview Preparation, IT Education

What Do IT Interviewers Actually Ask Freshers in Pune? Real Questions from TCS, Infosys, and Startups (2026)

Surekha Nanekar / August 21, 2026

You have got an interview lined up. It may be for TCS or Infosys or even a start-up from Hinjewadi. You are aware of all OOP concepts and definitions, and you have revised your SQL. What you really want to know is what the interviewer is going to ask you and what a good answer would look like. Generic preparation guides give you categories. This blog gives you the actual questions pulled from verified 2026 interview experiences across TCS, Infosys, and Pune startups organised by company, by round, and by role. Read through the section for your target company before your interview. Bookmark the ones you cannot answer yet. Those are your preparation gaps. The short version: what each company actually asks freshers in 2026: TCS Technical Round: Your project in depth, OOP with real-world examples, SQL queries (joins, GROUP BY, EXISTS, UNION), one basic coding problem, and a new 2026 question about AI vs traditional software systems. Infosys SE Round: Which programming language are you comfortable with (sets the direction of everything after), OOP pillars with examples, DBMS normalisation from 1NF to BCNF, SQL triggers. SP and PP rounds add live DSA coding on linked lists, trees, and sorting. Pune Startup Technical Round: React hooks and component architecture, Node.js event loop, REST API design, Django ORM, and a GitHub portfolio walkthrough. System design basics even for freshers at product companies. TCS technical interview: real questions freshers are being asked in 2026 Based on Glassdoor’s TCS interview database updated June 2026 across 25,558 submitted reviews, the average interview difficulty is rated 2.7 out of 5, and 72.7% of candidates rate the experience as positive. The technical round stays close to your resume. TCS technical interviews mostly stay close to your resume and project work; they rarely go into deep DSA or system design for freshers. That is genuinely good news if you actually built the project on your resume. The project questions where every TCS interview actually begins Before any OOP question, before any SQL query, the interviewer will ask about your project. This is not a warm-up. It is where TCS interviewers spend the most time, and it is where most freshers either win or lose the round. These are the actual questions reported from TCS technical interviews in 2026: “Tell me about your final year project.” “What problem does your project solve?” “Which technology did you use and why did you choose it over alternatives?” “How does the backend of your project work?” “What was the most difficult part of building this?” “What would you change if you rebuilt it today?” “What happens when a user clicks the submit button? Walk me through the full flow.” Interviewers ask follow-up questions from whatever is written on the resume, especially about project tools and technologies. If Django is listed on the resume, the interviewer will ask about Django views. If MySQL is listed, they will ask about the database schema. If React is listed, they will ask about component structure. Every skill on the resume is fair game for a follow-up question. The students who struggle in this section are the ones who followed a tutorial and listed the tutorial’s technology as their own skills. The ones who do well are the ones who made at least one genuine technical decision during the project and can explain why. OOP questions TCS freshers are actually asked “What is object-oriented programming? Name the four pillars.” “Give me a real-world example of inheritance, not just a definition.” “What is the difference between method overloading and method overriding?” “Explain polymorphism with a code example or a real-world scenario.” “What is encapsulation and why would you use it?” “What is abstraction? How is it different from encapsulation?” “What is a constructor? Can it be overloaded?” “What is the difference between an abstract class and an interface?” The pattern across these is consistent. Interviewers at TCS do not want dictionary definitions. Saying “polymorphism means many forms” gets a follow-up that most candidates cannot answer. A simple code example, or a real-world analogy that demonstrates you actually understand the concept, is what earns positive feedback in this round. A useful way to prepare: for each OOP pillar, write one sentence definition and one concrete real-world example that is not the textbook Animal-Dog example everyone uses. Use something from your actual project. SQL questions: asked in almost every TCS technical round SQL is asked in almost every TCS technical interview. Joins, subqueries, indexing, EXISTS, NOT EXISTS, IN, NOT IN, GROUP BY, HAVING, UNION, UNION ALL, INTERSECT, and MINUS are all commonly tested. Real SQL questions from TCS interviews in 2026: “Write a query to find the second highest salary in a table.” “What is the difference between WHERE and HAVING? When do you use each?” “Explain INNER JOIN versus LEFT JOIN with a practical example.” “What is a primary key? Can it be null?” “What is normalisation? Walk me through 1NF and 2NF.” “What is the difference between DELETE, TRUNCATE, and DROP?” “Write a query to count employees in each department.” “What is a subquery? Write one.” Prepare to write these queries on paper or a whiteboard, not just talk about them. TCS interviewers frequently ask candidates to write out the query rather than describe it. Coding questions: one problem, basic to medium difficulty The technical round conducted by TCS usually consists of one basic question. Examples include the second largest number, reverse string, palindrome, Fibonacci series, or a factorial. It’s all about the logic and good code, rather than DSA. Practice writing such questions manually rather than coding them on an IDE. If you are being interviewed by TCS, there is a chance that you will have to write code manually as well. The logic will carry weightage, but still, you need to be sure about the correctness of your code. The new question in 2026: AI versus traditional software A June 2026 Glassdoor interview submission for TCS contains this verbatim: “What is the difference between

Interview Preparation, IT Education

How to Crack Wipro Elite NTH and Cognizant GenC: Complete Preparation Guide for Freshers 2026

Surekha Nanekar / August 8, 2026

So you have already heard about TCS NQT and InfyTQ. Maybe you have even started preparing for one of them. But here is something a lot of freshers miss: Wipro and Cognizant are running two of the biggest fresher hiring programmes in India right now, and most students are not preparing specifically for either one. Wipro is targeting 7,500 to 8,000 freshers in FY26 through its Elite NTH programme. Cognizant is targeting 25,000 graduates globally in its FY26 to 27 cycle through the GenC programme. Both are open to engineering freshers from any branch. Both test skills that overlap significantly with each other and with TCS NQT prep. And both have a premium salary track that most students do not even know exists because nobody told them to aim for it. This guide covers everything you need to know about both exams: the actual pattern, what each section tests, the salary bands, a four-week preparation plan, and the mistakes that quietly cost freshers their shortlist. Wipro Elite NTH vs Cognizant GenC: Quick Comparison Factor Wipro Elite NTH Cognizant GenC Test duration 60 minutes 90 to 120 minutes Sections Aptitude + Essay Writing Communication + Aptitude + Coding (GenC Next) Negative marking None None Standard salary ₹3.5 to 4 LPA ₹4 LPA Premium track salary CoE track (undisclosed premium) ₹6.5 LPA (GenC Next Assessment platform AMCAT/SHL AMCAT Rounds after online test Technical + HR Interview Technical + HR Interview Wipro Elite NTH 2026: Eligibility, Salary and Exam Overview A lot of freshers call it the Wipro NTH; some call it the NLTH, some call it Wipro Elite. These are all the same programme. The full name is the National Level Talent Hunt, and it is how Wipro hires engineering freshers through its off-campus and drive-based recruitment process. Before getting into the exam pattern, there is something about Wipro’s hiring structure that most students do not know, and it matters for salary. Wipro Elite NTH Salary 2026: Standard vs CoE Track When people say “I am preparing for Wipro,” they almost always mean the Standard track, which is also called the Velocity track. You clear the NTH online test, go through a technical interview, clear an HR interview, and join as a Project Engineer at ₹3.5 to 4 LPA. This is Wipro’s main fresher intake route. But Wipro also runs a CoE (Centre of Excellence) track. Wipro has partnered with 50 universities in India to co-develop curriculum specifically in AI, cybersecurity, and data engineering. Students from those partner institutions go through a differentiated interview process and receive a pay premium above the standard band. Wipro has not publicly disclosed the exact CoE salary, but the CHRO confirmed at Q3 FY26 earnings that premiums are paid to candidates with prior client or project experience in AI. If your college has a Wipro CoE partnership, that is worth knowing about specifically before you apply. Wipro Elite NTH Eligibility Criteria 2026 Wipro requires a minimum of 60% across your 10th, 12th, and degree, but not as an average. Each level has to independently clear 60%. So if you scored 72% in 10th, 57% in 12th, and 80% in your degree, you do not qualify. The 12th board percentage is below the cutoff, and that alone rules you out. This trips up a surprising number of applicants. Check your individual percentage at each level before applying, not the combined average. Also, no active backlogs at the time of application. Cleared backlogs with mark sheets are allowed. Any uncleared backlog at the time of joining leads to offer cancellation. Wipro Elite NTH exam pattern 2026 Section Questions Duration Negative Marking Aptitude 20 Part of 60 minutes No Essay Writing 1 Part of 60 minutes No Total 21 tasks 60 minutes No The online test is 60 minutes, administered through AMCAT or SHL India, and webcam-proctored. There are two sections: Aptitude and Essay Writing. No negative marking. Once you move to the next section, you cannot go back to the previous one. Plan your time accordingly before the test starts. For the full official syllabus breakdown and FY26 eligibility details, the FacePrep Wipro NLTH 2026 guide is one of the most current and accurate resources available. Option 1: Wipro Elite NTH Aptitude Section: Syllabus and Preparation The aptitude section covers three sub-areas, and all 20 questions are drawn from them combined. Quantitative Aptitude: Percentages, profit and loss, time and work, time-speed-distance, ratios and proportions, averages, simple and compound interest, permutations and combinations, probability. Wipro drives lean toward two-step word problems in this area. Algebra-heavy topics appear less frequently than proportion and percentage problems. Logical Reasoning: Number series, letter series, coding-decoding, blood relations, seating arrangements, syllogisms, direction sense, clocks and calendars. Series-continuation and coding-decoding show up consistently across Wipro drives. Practising these two types specifically gives better returns per hour than spreading across the full list. Verbal Ability: Reading comprehension passages (150 to 250 words typically), sentence correction and error detection, fill in the blanks, synonyms and antonyms, para-jumbles. No negative marking means no reason to leave any question blank. Attempt every question. Section 2: Wipro Elite NTH Essay Writing: Tips and Format One topic is given, and you write a response within the time remaining in the window. Wipro does not publish topics in advance. Past cycles have covered technology trends, workplace ethics, and open-ended opinion prompts on current events. What the section actually evaluates: clarity of argument, paragraph structure, grammar accuracy, and relevance to the prompt. The assessment runs through AMCAT’s written-English scoring engine, which weighs structure and grammar over vocabulary range. Aim for 200 to 250 words. A focused three-paragraph structure, with your position clearly stated in the opening, two or three supporting points in the body, a tight conclusion consistently outperforms longer rambling attempts. More words with less structure score lower than fewer words with a clear argument. How to practice: Write two timed essays per week in the month before your drive. Give yourself 10 minutes each. Pick current-affairs topics, enforce the time

Full Stack Development, Interview Preparation, IT Education

Highest-Paying IT Jobs in Pune in 2026: Roles, Salaries, and How to Get There

Surekha Nanekar / August 3, 2026

Two fresh graduates in the same year. Both have a degree. Both are based in Pune. One joins an IT services company and starts at ₹3.6 LPA. The other joins a BFSI Global Capability Centre in Kharadi and starts at ₹9 LPA. Same city. Same batch. Very different salaries. The difference is not luck. It is the role, the company type, and the preparation that went into landing there. Pune’s IT market in 2026 is not a flat landscape where everyone earns roughly the same. It is genuinely tiered, and understanding which roles sit at the top of that salary table is the most useful thing you can know before deciding what to study or where to apply. This blog covers the 7 highest-paying IT roles in Pune in 2026. For each one, we share real salary ranges, the names of companies actually hiring in the city, and what you need to get there. Quick answer: highest-paying IT jobs in Pune in 2026 by starting salary: GCC roles in Pune pay 25–60% more than IT services roles for the same position and experience level. [Source: PlugScale GCC Salary Benchmark India 2026.] Why Pune’s IT salaries are rising faster than most cities Before going role by role, there is one thing worth understanding about how Pune’s salary market actually works. It explains why two engineers doing the same role in the same city can earn so differently. Pune now has over 350 Global Capability Centres operating across Hinjewadi, Kharadi, Viman Nagar, Magarpatta, and Yerwada. These are not IT services companies taking on client projects. They are wholly-owned subsidiaries of global companies: Deutsche Bank, HSBC, Mastercard, Goldman Sachs, Siemens, Mercedes-Benz. When you work at a GCC, you are on the global company’s payroll, benchmarked against their global compensation standards, not Indian IT services norms. According to the PlugScale GCC Salary Benchmark India 2026, Pune salaries sit at 78 to 84% of Bangalore’s level for comparable GCC roles, and they are rising. GCC pay scales run 25 to 60% above IT services companies for the same role. That gap is the reason two freshers from the same graduation batch can earn ₹3.6 LPA and ₹9 LPA in the same city at the same time. Every salary number in this blog is presented with that context in mind. The company type matters as much as the role title. 1. AI and ML Engineer: the highest ceiling in Pune’s IT market If you want to understand where Pune’s IT salary ceiling actually sits in 2026, look at AI and ML engineering. It is not just the highest-paying tech role in the city. It is the fastest-growing one, and the talent supply has not caught up with demand. What this role actually involves An AI/ML Engineer designs, trains, and tests machine learning models against real data and deploys them for use by other systems. By 2026, this has expanded to Gen AI work, including the development of apps with LangChain, integration with OpenAI APIs, creation of RAG pipelines, and fine-tuning large language models to meet specific business requirements. This is not just simple data crunching. It’s engineering for manufacturing AI systems. Salary in Pune in 2026 The salary premium for AI and ML engineers is significant and well-documented. According to the PlugScale GCC Salary Benchmark India 2026, AI engineers command a 40 to 60% premium over equivalent-experience backend engineers in India’s GCC ecosystem. Experience Salary at IT services Salary at GCC in Pune Fresher (0 to 1 year) ₹5 to 8 LPA ₹8 to 14 LPA Mid-level (3 to 5 years) ₹12 to 18 LPA ₹28 to 45 LPA Senior (6 to 9 years) ₹20 to 30 LPA ₹48 to 72 LPA These figures are indicative and vary based on skills, portfolio strength, and specific employer. Candidates with Gen AI project experience consistently land at the higher end of these ranges. Who is hiring in Pune? Mastercard India Tech Hub (Kharadi), Deutsche Bank India Technology, HSBC Technology India, Bajaj Finserv, Persistent Systems, and a growing number of AI-first startups in Baner and Hinjewadi. All run active AI and ML engineering teams in Pune. What do you need to get there? Python is non-negotiable. Beyond that: solid machine learning fundamentals, experience with at least one deep learning framework (TensorFlow or PyTorch), and in 2026, some Gen AI exposure; even a single project using LangChain or the OpenAI API puts a fresher ahead of most applicants. A deployed ML project on GitHub is the clearest signal a hiring team can see. Teknowell’s data science and AI course in Pune covers Python, ML, deep learning, Gen AI integration, and Power BI with live project work on real datasets throughout the course. 2. Data Scientist: Pune’s most in-demand GCC hire Data science isn’t new, but what companies expect from data scientists in 2026 has. Classical ML skills are the new baseline. The best candidates will be those who can blend ML with Gen AI fluency, subject matter expertise, and the ability to communicate findings to non-technical stakeholders. What this role involves A data scientist spends their time cleaning and exploring data, building predictive or classification models, evaluating model performance, and turning the results into something a business team can act on. And many data scientists will be using Gen AI tools by 2026, using LLMs to make analytics features smarter or to automate the generation of insights. The output is not a webpage or application. It’s a recommendation, a prediction, or an AI-powered feature that someone else integrates into a product. Salary in Pune in 2026 The average data scientist salary in Pune in 2026 ranges from ₹6 LPA to ₹18 LPA depending on experience, skills, and company type. Freshers in Pune with strong Python skills, ML knowledge, and real project portfolios typically earn between ₹4.5 LPA and ₹8 LPA at entry level. At BFSI GCCs in Kharadi and Viman Nagar, well-prepared freshers with Gen AI skills are seeing packages of ₹8 to 12 LPA. Experience Salary range in