{"id":27341,"date":"2025-12-05T04:50:18","date_gmt":"2025-12-05T04:50:18","guid":{"rendered":"https:\/\/mycareernet.in\/blogs\/?p=27341"},"modified":"2025-12-05T06:50:36","modified_gmt":"2025-12-05T06:50:36","slug":"what-does-a-data-analyst-do-complete-career-guide-for-freshers","status":"publish","type":"post","link":"https:\/\/mycareernet.co\/blogs\/what-does-a-data-analyst-do-complete-career-guide-for-freshers\/","title":{"rendered":"What does a data analyst do? Complete career guide for freshers"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"27341\" class=\"elementor elementor-27341\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d4856d0 e-flex e-con-boxed e-con e-parent\" data-id=\"2d4856d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-476edd44 elementor-widget elementor-widget-text-editor\" data-id=\"476edd44\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Ever wondered how Netflix knows exactly what you want to watch next or how Swiggy predicts your delivery time so accurately?\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">That happens through data analysis. It takes raw information and turns it into insights that help businesses make smarter decisions.<\/span><\/p><p><span style=\"font-weight: 400;\">The demand for this skill is growing quickly. According to<\/span> <span style=\"font-weight: 400;\">IBEF<\/span><span style=\"font-weight: 400;\">, India\u2019s data analytics industry is projected to create over 11 million jobs by 2026, reflecting the rapid growth of analytics-driven roles. This makes analytics one of the most promising career paths for students and freshers today.<\/span><\/p><p><span style=\"font-weight: 400;\">You do not need a computer science degree to begin. Curiosity, problem solving, and a willingness to work with data are enough to get started.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c54d07 e-con-full e-flex e-con e-child\" data-id=\"0c54d07\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-676e810 elementor-widget elementor-widget-html\" data-id=\"676e810\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"toc-tabs\">\r\n    <h3>Table of Contents<\/h3>\r\n   <a href=\"#section1\" class=\"toc-tab\">1. What Does a Data Analyst Do?<\/a><br>\r\n\r\n<a href=\"#section2\" class=\"toc-tab\">2. Key Responsibilities of a Data Analyst<\/a><br>\r\n\r\n<a href=\"#section3\" class=\"toc-tab\">3. Types of Data Analysts<\/a><br>\r\n\r\n<a href=\"#section4\" class=\"toc-tab\">4. Skills Required to Become a Data Analyst<\/a><br>\r\n\r\n<a href=\"#section5\" class=\"toc-tab\">5. Data analyst tools you must learn<\/a><br>\r\n\r\n<a href=\"#section6\" class=\"toc-tab\">6. Real-World Projects for Data Analyst Freshers<\/a><br>\r\n\r\n<a href=\"#section7\" class=\"toc-tab\">7. Best Certifications for Data Analyst Freshers<\/a><br>\r\n\r\n<a href=\"#section8\" class=\"toc-tab\">8. Average Data Analyst Salary in India<\/a><br>\r\n\r\n<a href=\"#section9\" class=\"toc-tab\">9. Growth Path in a Data Analytics Career<\/a><br>\r\n\r\n<a href=\"#section10\" class=\"toc-tab\">10. Conclusion: Ready to Begin Your Journey?<\/a><br>\r\n\r\n<a href=\"#section11\" class=\"toc-tab\">11. Frequently Asked Questions (FAQs)<\/a><br>\r\n\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8ed6792 e-flex e-con-boxed e-con e-parent\" data-id=\"8ed6792\" data-element_type=\"container\" data-e-type=\"container\" id=\"section1\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31d2f58 elementor-widget elementor-widget-text-editor\" data-id=\"31d2f58\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>What does a data analyst do?<\/b><\/h2>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-427a9b8 elementor-widget elementor-widget-image\" data-id=\"427a9b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1000\" height=\"598\" src=\"https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/12\/data-analyst-daily-timeline.jpg\" class=\"attachment-full size-full wp-image-27347\" alt=\"Infographic showing a day in the life of a data analyst with a timeline covering dashboards, SQL queries, data cleaning, EDA, reporting, stakeholder meetings and automation.\" srcset=\"https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/12\/data-analyst-daily-timeline.jpg 1000w, https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/12\/data-analyst-daily-timeline-300x179.jpg 300w, https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/12\/data-analyst-daily-timeline-768x459.jpg 768w, https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/12\/data-analyst-daily-timeline-710x425.jpg 710w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Use the STAR method to make your answers clear, structured, and outcome-oriented. It helps hiring managers see your approach to challenges and how you add value to a team.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02f065e elementor-widget elementor-widget-text-editor\" data-id=\"02f065e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A data analyst helps organisations make decisions based on evidence, not assumptions. Every business collects data, but it becomes valuable only when someone can interpret it, find what matters, and translate it into actions.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">For freshers entering the field, <\/span><span style=\"font-weight: 400;\">data analyst jobs<\/span><span style=\"font-weight: 400;\"> typically include three major areas:<\/span><\/p><h3><b>1. Understanding the problem<\/b><\/h3><p><span style=\"font-weight: 400;\">Analysts work with business, product or marketing teams to understand what needs to be solved. It could be declining user engagement, inconsistent sales, rising operational costs or the performance of a new campaign. Before touching data, analysts clarify the question they need to answer.<\/span><\/p><h3><b>2. Working with data<\/b><\/h3><p><span style=\"font-weight: 400;\">This involves data collection using SQL, cleaning it, exploring patterns, running analyses in Excel or Python and building dashboards that show the story clearly. Freshers often start with smaller analytical tasks that build their confidence and technical depth.<\/span><\/p><h3><b>3. Communicating insights<\/b><\/h3><p><span style=\"font-weight: 400;\">A big part of the job is explaining what the data reveals and why it matters. Analysts convert findings into recommendations teams can act on. Even early in your data analysis career, the insights you share can influence product updates, marketing strategy, pricing decisions, and operational improvements.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9a5fb73 e-flex e-con-boxed e-con e-parent\" data-id=\"9a5fb73\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36703c4 elementor-widget elementor-widget-text-editor\" data-id=\"36703c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote class=\"wp-block-quote\"><p><b>\ud83d\udd0d What kinds of questions do analysts help companies answer?<\/b><\/p><ul><li><span style=\"font-weight: 400;\">What is causing customer drop-offs in the app?<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li><span style=\"font-weight: 400;\">Which channels bring the highest quality leads?<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li><span style=\"font-weight: 400;\">How can we forecast demand more accurately?<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li><span style=\"font-weight: 400;\">Which cities or products drive the most revenue?<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/li><li><span style=\"font-weight: 400;\">What operational bottlenecks increase delivery time?<\/span><\/li><\/ul><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f96fb2 elementor-widget elementor-widget-text-editor\" data-id=\"3f96fb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A career as a data analyst blends technical skills with business understanding, which is why they are valued across industries. As a fresher, you get exposure to decision-making, cross-functional collaboration, and real business challenges early in your career.<\/span><\/p><p><span style=\"font-weight: 400;\">Now that you know the role at a high level, here is what data analysts actually work on day-to-day.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0fcdb8 elementor-fixed elementor-widget elementor-widget-button\" data-id=\"b0fcdb8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;fixed&quot;,&quot;ekit_we_effect_on&quot;:&quot;onscroll&quot;,&quot;ekit_we_scroll_animation_value&quot;:20,&quot;ekit_we_scroll_smoothness&quot;:1000,&quot;ekit_we_scroll_offsetbottom&quot;:30,&quot;ekit_we_scroll_animation&quot;:&quot;translateY&quot;,&quot;ekit_we_scroll_offsettop&quot;:0}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/mycareernet.in\/mycareernet\/jobs\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-external-link-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explore Your Next Move<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e727205 e-flex e-con-boxed e-con e-parent\" data-id=\"e727205\" data-element_type=\"container\" data-e-type=\"container\" id=\"section2\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2959932 elementor-widget elementor-widget-text-editor\" data-id=\"2959932\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Key responsibilities of a data analyst<\/b><\/h2><p><span style=\"font-weight: 400;\">A data analyst\u2019s responsibilities far beyond running reports or making dashboards. Companies rely on analysts to understand what is happening in the business, identify patterns, and support decisions with data instead of assumptions. For freshers, these are the key responsibilities that are a part of a data analysts job description:<\/span><\/p><h3><b>1. Collecting and organising data<\/b><\/h3><p><span style=\"font-weight: 400;\">Analysts pull raw data from different sources such as databases, spreadsheets, CRM tools, marketing platforms, and product analytics data systems. The first step is always understanding where the data lives and ensuring it is accurate.<\/span><\/p><h3><b>2. Cleaning and preparing datasets<\/b><\/h3><p><span style=\"font-weight: 400;\">Raw data is rarely perfect. It might have missing values, duplicates, or inconsistencies. Analysts clean, structure, and prepare the data so that the results are reliable. This is one of the most important skills for freshers because good analysis starts with good data.<\/span><\/p><h3><b>3. Exploring and analysing patterns<\/b><\/h3><p><span style=\"font-weight: 400;\">Once the dataset is ready, analysts study trends, compare performance across time periods, run basic statistical checks, and try to understand what the numbers are revealing. This is where curiosity and problem-solving matter.<\/span><\/p><h3><b>4. Creating dashboards and reports<\/b><\/h3><p><span style=\"font-weight: 400;\">Teams depend on dashboards to monitor performance every day. Analysts use tools like Excel, Power BI, Tableau, or Looker to create clear visuals that show KPIs, trends, and insights in a way non-technical teams can understand.<\/span><\/p><h3><b>5. Presenting findings to stakeholders<\/b><\/h3><p><span style=\"font-weight: 400;\">Insights only matter when people understand them. Analysts explain what the data says, why it matters, and what actions the team should consider. Freshers often present insights to product managers, marketers, operations teams, or leadership.<\/span><\/p><h3><b>6. Answering ad-hoc business questions<\/b><\/h3><p><span style=\"font-weight: 400;\">Companies constantly have new questions. Why did a metric drop? Which campaign is underperforming? Where are users dropping off? Analysts are the first people teams turn to when they need answers quickly.<\/span><\/p><h3><b>7. Automating recurring tasks<\/b><\/h3><p><span style=\"font-weight: 400;\">As you grow, you will use programming languages to write scripts in SQL or Python to automate reports, reduce manual work and improve efficiency. This is one of the ways analysts add long-term value to the organisation.<\/span><\/p><h3><b>8. Supporting experiments and decisions<\/b><\/h3><p><span style=\"font-weight: 400;\">Analysts often help validate hypotheses, run A\/B tests and measure the impact of new features or campaigns. Even as a fresher, you will be part of decisions that shape product strategy or business growth.<\/span><\/p><p><span style=\"font-weight: 400;\">These responsibilities exist across industries, but the exact nature of your work depends on the kind of analyst role you choose.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fba7816 e-flex e-con-boxed e-con e-parent\" data-id=\"fba7816\" data-element_type=\"container\" data-e-type=\"container\" id=\"section3\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-851567e elementor-widget elementor-widget-text-editor\" data-id=\"851567e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Types of data analysts<\/b><\/h2><p><span style=\"font-weight: 400;\">Data analytics roles vary based on the kinds of decisions a company needs to make. Here are the most common types of analysts freshers can explore:<\/span><\/p><h3><b>Business data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Works on revenue trends, customer behaviour and overall business performance. They support leadership teams with insights that guide strategy, planning, and forecasting.<\/span><\/p><h3><b>Marketing data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Marketing data analysts gather data, campaign performance, audience insights, website analytics, conversions, and lead quality. This role is common in digital-first companies, agencies and startups.<\/span><\/p><h3><b>Product data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Studies how users interact with a product. They analyse user journeys, drop-offs, feature usage, and A\/B tests to help product teams build better experiences.<\/span><\/p><h3><b>Financial data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Works with budgets, pricing, forecasts, risk analysis, and financial models. These analysts are valued in banks, fintech, corporate finance, and investment teams.<\/span><\/p><h3><b>Operations data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Improves internal processes across logistics, supply chain, delivery operations, and workforce planning. This role is important in manufacturing, retail, e-commerce, and service companies.<\/span><\/p><h3><b>Healthcare data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Uses patient records, hospital data, and treatment outcomes to support clinical decisions, policy-making, and quality improvement.<\/span><\/p><h3><b>Research data analyst<\/b><\/h3><p><span style=\"font-weight: 400;\">Works in academic institutions, think tanks, or government initiatives to interpret large datasets for research and policy insights.<\/span><\/p><p><span style=\"font-weight: 400;\">Whichever path you choose, you will need a strong foundation in certain technical and soft skills.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32ae801 e-flex e-con-boxed e-con e-parent\" data-id=\"32ae801\" data-element_type=\"container\" data-e-type=\"container\" id=\"section4\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5db613f elementor-widget elementor-widget-text-editor\" data-id=\"5db613f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Skills required to become a data analyst<\/b><\/h2><p><span style=\"font-weight: 400;\">If you are just starting out, think of these skills as your<\/span><span style=\"font-weight: 400;\"> data analyst roadmap<\/span><span style=\"font-weight: 400;\"> \u2014 a clear path that helps freshers learn the right concepts in the right order<\/span><\/p><h3><b>Technical skills<\/b><\/h3><p><span style=\"font-weight: 400;\">From programming languages to tools, here are some important tools that will help you interpret data in your job.<\/span><\/p><p><b>Excel: <\/b><span style=\"font-weight: 400;\">Still the starting point for most analytics work. Freshers use Microsoft Excel for data entry, formulas, pivot tables, charts, data cleaning, and quick data analysis.<\/span><\/p><p><b>SQL: <\/b><span style=\"font-weight: 400;\">The most important skill for analysts. SQL helps you extract data from databases, join tables, filter information, and prepare datasets for deeper data analysis.<\/span><\/p><p><b>Python or R: <\/b><span style=\"font-weight: 400;\">Python is beginner-friendly and widely used for automation, analysis, and visualisation. Freshers who know Python stand out in interviews.<\/span><\/p><p><b>Statistics fundamentals: <\/b><span style=\"font-weight: 400;\">Concepts like averages, variance, probability, correlation, and hypothesis testing help you understand whether insights are meaningful.<\/span><\/p><p><b>Data cleaning: <\/b><span style=\"font-weight: 400;\">Handling missing values, removing duplicates, and fixing inconsistencies is a core part of the job. Employers value candidates who understand this early.<\/span><\/p><p><b>Data visualisation: <\/b><span style=\"font-weight: 400;\">Tools like Tableau or Power BI help you present insights clearly. Freshers often start with basic dashboards and grow from there.<\/span><\/p><p><b>Business understanding: <\/b><span style=\"font-weight: 400;\">Even technical roles need context. Knowing what a company cares about (revenue, users, retention, cost, conversions) improves your analysis.<\/span><\/p><p><span style=\"font-weight: 400;\">Now that we have explored the technical skills, let&#8217;s take a look at crucial soft skills of a successful data analyst.<\/span><\/p><h3><b>Soft skills<\/b><\/h3><p><b>Problem solving: <\/b><span style=\"font-weight: 400;\">The ability to break a question into smaller parts and approach it logically.<\/span><\/p><p><b>Communication: <\/b><span style=\"font-weight: 400;\">Analysts explain insights to non-technical teams. Clear communication matters as much as technical accuracy.<\/span><\/p><p><b>Curiosity: <\/b><span style=\"font-weight: 400;\">Good analysts ask \u201cwhy\u201d until they reach the root cause of a trend.<\/span><\/p><p><b>Attention to detail: <\/b><span style=\"font-weight: 400;\">Small errors in cleaning or calculations can change the outcome.<\/span><\/p><p><b>Collaboration: <\/b><span style=\"font-weight: 400;\">Analysts work with product managers, marketers, engineers, and finance teams, so teamwork is essential.<\/span><\/p><p><span style=\"font-weight: 400;\">Once you build these essential data analyst skills, the next step is learning the tools that analysts use every day.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3fc63b elementor-widget elementor-widget-text-editor\" data-id=\"f3fc63b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote class=\"wp-block-quote\"><h3><b>\ud83c\udf93 <\/b><b><i>Beginner-friendly learning order<\/i><\/b><\/h3><ol><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Excel<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>SQL<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data cleaning basics<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Python fundamentals<\/b><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tableau or Power BI<\/b><\/li><\/ol><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97cfbb3 e-flex e-con-boxed e-con e-parent\" data-id=\"97cfbb3\" data-element_type=\"container\" data-e-type=\"container\" id=\"section5\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf0459a elementor-widget elementor-widget-text-editor\" data-id=\"bf0459a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Data analyst tools you must learn<\/b><\/h2><p><span style=\"font-weight: 400;\">If you are wondering <\/span><span style=\"font-weight: 400;\">how to become a data analyst<\/span><span style=\"font-weight: 400;\">, do not worry, you do not need to master every tool at once. Freshers should focus on the essentials and add more tools as they grow.<\/span><\/p><p><b>Excel: <\/b><span style=\"font-weight: 400;\">Best for quick analysis, reporting and basic dashboards. Still widely used across industries.<\/span><\/p><p><b>SQL: <\/b><span style=\"font-weight: 400;\">Almost every company expects working knowledge of SQL. You will use it every day to extract and prepare data.<\/span><\/p><p><b>Python: <\/b><span style=\"font-weight: 400;\">Useful for automation, data cleaning, statistical data analysis, and visualisations. Growing more important for entry-level roles.<\/span><\/p><p><b>Power BI: <\/b><span style=\"font-weight: 400;\">Popular in corporate and enterprise environments for building interactive dashboards.<\/span><\/p><p><b>Tableau: <\/b><span style=\"font-weight: 400;\">A visualisation tool used by many analytics, consulting and tech teams. Helps simplify complex insights.<\/span><\/p><p><b>Google Analytics \/ GA4: <\/b><span style=\"font-weight: 400;\">Important for marketing and product analysts who work on website or app data.<\/span><\/p><p><b>Jupyter Notebook \/ Google Colab: <\/b><span style=\"font-weight: 400;\">Common environments for Python-based data analysis and experimentation.<\/span><\/p><p><b>GitHub: <\/b><span style=\"font-weight: 400;\">Helps you store projects, share code and build a public portfolio that recruiters can evaluate.<\/span><\/p><p><span style=\"font-weight: 400;\">These tools come to life when you start working on real datasets. Here are portfolio-friendly data management projects you can build as a fresher<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4931543 e-flex e-con-boxed e-con e-parent\" data-id=\"4931543\" data-element_type=\"container\" data-e-type=\"container\" id=\"section6\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b974a87 elementor-widget elementor-widget-text-editor\" data-id=\"b974a87\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Real-world projects for data analyst freshers (portfolio ready)<\/b><\/h2><p><span style=\"font-weight: 400;\">One of the best ways to stand out as a fresher is by building a portfolio that proves your skills. You do not need company experience to do this. You can use public datasets from Kaggle, Google, GitHub, or government portals.<\/span><\/p><p><span style=\"font-weight: 400;\">Here are strong beginner-friendly project ideas:<\/span><\/p><p><b>Sales performance dashboard: <\/b><span style=\"font-weight: 400;\">Analyse sales by region, product, time period, and customer segments. Create a dashboard in Excel, Tableau or Power BI.<\/span><\/p><p><b>Customer churn analysis: <\/b><span style=\"font-weight: 400;\">Use sample telecom or subscription datasets to find why customers stop using a service. Highlight the biggest churn indicators.<\/span><\/p><p><b>Marketing campaign analysis: <\/b><span style=\"font-weight: 400;\">Study impressions, clicks, conversions, and ROI using mock or open marketing datasets. Identify top-performing channels.<\/span><\/p><p><b>E-commerce insights project: <\/b><span style=\"font-weight: 400;\">Explore product popularity, cart behaviour, order patterns, repeat purchases, or delivery time trends.<\/span><\/p><p><b>Stock market trend analysis: <\/b><span style=\"font-weight: 400;\">Use freely available stock datasets to analyse price movements and build basic forecasting models.<\/span><\/p><p><b>HR analytics dashboard: <\/b><span style=\"font-weight: 400;\">Track hiring, employee retention, performance ratings, and attrition patterns.<\/span><\/p><p><b>Movie or streaming analytics: <\/b><span style=\"font-weight: 400;\">Study IMDB or streaming datasets to find genre trends, viewer ratings, and user behaviour.<\/span><\/p><p><span style=\"font-weight: 400;\">A portfolio with 3\u20135 such projects shows recruiters that you understand the full workflow: cleaning data, analysing it, and presenting insights clearly.<\/span><\/p><p><span style=\"font-weight: 400;\">Interview prep is a big part of starting your career. To help you get started, we\u2019ve put together a detailed list of <\/span><span style=\"font-weight: 400;\">data analyst interview questions<\/span><span style=\"font-weight: 400;\"> that freshers can practise.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-11ecc6f e-flex e-con-boxed e-con e-parent\" data-id=\"11ecc6f\" data-element_type=\"container\" data-e-type=\"container\" id=\"section7\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69c6348 elementor-widget elementor-widget-text-editor\" data-id=\"69c6348\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Best certifications for data analyst freshers (to boost your resume)<\/b><\/h2><p><span style=\"font-weight: 400;\">Certifications do not replace skills, but they help freshers get noticed \u2014 especially when your resume is competing with hundreds of applicants. These are some of the most recognised certifications that will help boost a <\/span><span style=\"font-weight: 400;\">data analyst resume for freshers<\/span><span style=\"font-weight: 400;\">:<\/span><\/p><p><b>Google Data Analytics Professional Certificate: <\/b><span style=\"font-weight: 400;\">Beginner-friendly, covers SQL, Excel, R, visualisation, and real case studies.<\/span><\/p><p><b>IBM Data Analyst Professional Certificate: <\/b><span style=\"font-weight: 400;\">Strong foundation in Python, SQL, Excel, and dashboarding.<\/span><\/p><p><b>Microsoft Power BI Data Analyst Certification:<\/b><span style=\"font-weight: 400;\"> Ideal for roles that involve reporting and dashboard creation.<\/span><\/p><p><b>Simplilearn Data Analyst Master\u2019s Program:<\/b><span style=\"font-weight: 400;\"> Good for freshers who want structured learning across tools and concepts.<\/span><\/p><p><b>Coursera Data Analysis with Python:<\/b><span style=\"font-weight: 400;\"> Quick, practical course to build confidence in Python, which is the most common among programming languages.<\/span><\/p><p><b>Udacity Business Analytics Nanodegree:<\/b><span style=\"font-weight: 400;\"> Focuses on business-focused data analysis and decision-making.<\/span><\/p><p><b>Excel and SQL specialisations (Coursera \/ Udemy):<\/b><span style=\"font-weight: 400;\"> Still two of the most important skills for entry-level analysts.<\/span><\/p><p><span style=\"font-weight: 400;\">You do not need all of them. Choose 1\u20132 certifications that match the tools you want to specialise in to become a successful data analyst.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4e1053 elementor-widget elementor-widget-text-editor\" data-id=\"e4e1053\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote class=\"wp-block-quote\"><h3><b>\ud83c\udfc5 <\/b><b><i>If you do not know where to start<\/i><\/b><\/h3><p><span style=\"font-weight: 400;\">Begin with the <\/span><b>Google Data Analytics Professional Certificate<\/b><span style=\"font-weight: 400;\">. It is beginner-friendly and accepted by companies across India.<\/span><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dbdadc2 e-flex e-con-boxed e-con e-parent\" data-id=\"dbdadc2\" data-element_type=\"container\" data-e-type=\"container\" id=\"section8\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7753541 elementor-widget elementor-widget-text-editor\" data-id=\"7753541\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Average data analyst salary in India<\/b><\/h2><p><span style=\"font-weight: 400;\">The <\/span><b>average salary of a data analyst in India<\/b><span style=\"font-weight: 400;\"> depends on your skills, the tools you know, and the industry you work in. Freshers typically start in junior analyst roles, while salaries grow quickly with experience \u2014 especially if you specialise in SQL, Python, dashboards, and business data analytics.<\/span><\/p><p><b>Entry-level (0\u20132 years) &#8211; <\/b><span style=\"font-weight: 400;\">\u20b93.5 lakh to \u20b96.5 lakh per year<\/span><\/p><p><b>Early career (2\u20134 years) &#8211; <\/b><span style=\"font-weight: 400;\">\u20b96 lakh to \u20b910 lakh per year<\/span><\/p><p><b>Experienced data analyst (4\u20137 years) &#8211; <\/b><span style=\"font-weight: 400;\">\u20b910 lakh to \u20b916 lakh per year<\/span><\/p><p><b>Senior data analyst (7+ years) &#8211; <\/b><span style=\"font-weight: 400;\">\u20b915 lakh to \u20b925 lakh per year, depending on the sector and technical depth<\/span><\/p><h3><b>Industries that offer higher salaries<\/b><\/h3><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tech and product companies<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">BFSI (banking, financial services, insurance)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Consulting<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">E-commerce<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SaaS and startups<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Cities like <\/span><b>Bangalore, Hyderabad, Gurgaon, Pune, and Mumbai<\/b><span style=\"font-weight: 400;\"> tend to pay at the higher end of the spectrum because of strong data analytics demand.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01972ae elementor-widget elementor-widget-text-editor\" data-id=\"01972ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote class=\"wp-block-quote\"><p><b>\ud83d\udcd8 Want BFSI GCC\u2013specific salary benchmarks?<\/b><\/p><p><span style=\"font-weight: 400;\">If you want a sector-wise breakdown of data analyst salaries across <\/span><b>investment banking, retail &amp; commercial banking, financial services, and insurance<\/b><span style=\"font-weight: 400;\">, you can download our detailed report here:<\/span><span style=\"font-weight: 400;\"><br \/><\/span><a href=\"https:\/\/careernet.in\/reports\/bfsi-gccs-in-india-salary-benchmark-and-market-trends\/\" target=\"_blank\" rel=\"noopener\"> <b>[Download the Careernet BFSI GCC Salary Benchmark Report]<\/b> <\/a><\/p><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9598784 e-flex e-con-boxed e-con e-parent\" data-id=\"9598784\" data-element_type=\"container\" data-e-type=\"container\" id=\"section9\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cfbd8e9 elementor-widget elementor-widget-text-editor\" data-id=\"cfbd8e9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Growth path for a career as a data analysts<\/b><\/h2><p><span style=\"font-weight: 400;\">Many freshers enter the field as junior analysts, but the long-term growth in a data analytics career is one of its biggest advantages. As you gain technical skills, business understanding, and experience working with larger datasets, you can move into more advanced and specialised roles. Here is what a typical career journey looks like for analysts in India.<\/span><\/p><h3><b>1. Junior data analyst (0\u20132 years)<\/b><\/h3><p><span style=\"font-weight: 400;\">At the beginning of your career, most of your work revolves around cleaning present data, organising unstructured data, validation, basic reporting, dashboard building, and writing simple SQL queries. You support senior data analysts and contribute to smaller analytical tasks that help you understand business processes. This stage builds your foundation in analytical skills, data quality practices, and data processing techniques.<\/span><\/p><h3><b>2. Data analyst (2\u20134 years)<\/b><\/h3><p><span style=\"font-weight: 400;\">As you gain confidence, you start taking ownership of full analysis cycles. You work with stakeholders, interpret data independently, and present data insights that influence decisions. Many analysts at this stage begin learning more advanced statistical analysis, predictive analytics, and data visualisation techniques. You also start collaborating more closely with data engineers and product teams.<\/span><\/p><h3><b>3. Senior data analyst (4\u20137 years)<\/b><\/h3><p><span style=\"font-weight: 400;\">Senior analysts handle complex datasets, design experiments, optimise reporting systems, and guide junior team members. You may work on advanced analytics, diagnostic analytics, forecasting models, and business intelligence projects. This is also the stage where many analysts decide whether they want to specialise or move into leadership roles.<\/span><\/p><h3><b>4. Specialisation paths<\/b><\/h3><p><span style=\"font-weight: 400;\">Depending on your strengths, you can explore roles such as:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business intelligence analyst<\/b><span style=\"font-weight: 400;\"> \u2013 focuses on reporting systems, dashboards, and enterprise-wide data tools.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Product analyst<\/b><span style=\"font-weight: 400;\"> \u2013 works on product behaviour, cohort analysis, A\/B tests, and growth experimentation.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data scientist<\/b><span style=\"font-weight: 400;\"> \u2013 Data scientists focus on machine learning, predictive modelling, data mining, and advanced statistics.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Analytics engineer<\/b><span style=\"font-weight: 400;\"> \u2013 bridges the gap between analysts and data engineers by building scalable data pipelines.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business analyst<\/b><span style=\"font-weight: 400;\"> \u2013 blends data insights with process optimisation and strategic recommendations.<\/span><\/li><\/ul><h3><b>5. Leadership roles<\/b><\/h3><p><span style=\"font-weight: 400;\">Experienced data analysts can grow into roles including Analytics Manager, Data Science Manager, Head of Analytics, or even Chief Data Officer in mature organisations. These roles involve strategic planning, building data teams, overseeing data governance, and driving data-driven decision-making across the company.<\/span><\/p><p><span style=\"font-weight: 400;\">This clear progression makes analytics one of the most stable and rewarding career paths for freshers entering the workforce today.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9982b68 e-flex e-con-boxed e-con e-parent\" data-id=\"9982b68\" data-element_type=\"container\" data-e-type=\"container\" id=\"section10\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a336f6 elementor-widget elementor-widget-text-editor\" data-id=\"0a336f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><b>Start your journey in data analytics with MyCareernet<\/b><\/h2><p><span style=\"font-weight: 400;\">For freshers who enjoy problem-solving, patterns, and understanding how things work, data analytics offers a clear, future-proof career path. Learning SQL, Excel, Python, and visualisation data tools is enough to get started, and your growth becomes faster as you work on real-world projects and gain business context. With strong demand across industries, data analytics gives you both stability and long-term career mobility.<\/span><\/p><p><span style=\"font-weight: 400;\">If you are planning your next step, this is a great time to<\/span><a href=\"https:\/\/mycareernet.in\/mycareernet\/jobs\"> <b>apply for jobs on MyCareernet<\/b><\/a><span style=\"font-weight: 400;\"> and explore data analytics opportunities curated for early-career talent.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c2a68f e-flex e-con-boxed e-con e-parent\" data-id=\"6c2a68f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-98c92f4 e-con-full e-flex e-con e-child\" data-id=\"98c92f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c3dcebb e-con-full e-flex e-con e-child\" data-id=\"c3dcebb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac3b21e elementor-widget elementor-widget-text-editor\" data-id=\"ac3b21e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h1><strong>Frequently asked questions<\/strong><\/h1>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-92a89ff e-con-full e-flex e-con e-child\" data-id=\"92a89ff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-265fc63 e-con-full e-flex e-con e-child\" data-id=\"265fc63\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b797900 animated-fast elementor-invisible elementor-widget elementor-widget-elementskit-accordion\" data-id=\"b797900\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"elementskit-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n        <div class=\"elementskit-accordion accoedion-primary\" id=\"accordion-69ead95ce7d9b\">\n\n            \n                <div class=\"elementskit-card active\">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-0-b797900\">\n                        <a href=\"#collapse-bc2283069ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-bc2283069ead95ce7d9b\" aria-expanded=\"true\" aria-controls=\"Collapse-bc2283069ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">1. Is data analyst a good career for freshers?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-bc2283069ead95ce7d9b\" class=\" show collapse\" aria-labelledby=\"primaryHeading-0-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">Yes, data analytics is one of the most in-demand career paths for freshers because companies across every sector rely on data to make decisions, and entry-level roles have strong salary growth and learning opportunities.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-1-b797900\">\n                        <a href=\"#collapse-8417e7169ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-8417e7169ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-8417e7169ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">2. Do you need coding to become a data analyst?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-8417e7169ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-1-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">Basic coding is helpful but not mandatory to start. Many freshers begin with Excel and SQL, then learn Python gradually as they advance.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-2-b797900\">\n                        <a href=\"#collapse-3dad4e069ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-3dad4e069ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-3dad4e069ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">3. What is the difference between data analytics and data science?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-3dad4e069ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-2-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">Data analytics focuses on interpreting existing data to make decisions, while data science involves building predictive models, using advanced statistics, and working with machine learning.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-3-b797900\">\n                        <a href=\"#collapse-ecc498569ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-ecc498569ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-ecc498569ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">4. How long does it take to become a data analyst?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-ecc498569ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-3-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">With consistent learning, most freshers can become job-ready in 3\u20136 months by mastering Excel, SQL, basic Python, and 2\u20133 portfolio projects.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-4-b797900\">\n                        <a href=\"#collapse-399ad0669ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-399ad0669ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-399ad0669ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">5. What projects should freshers include in their portfolio?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-399ad0669ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-4-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">Dashboards, sales analysis, churn analysis, marketing data analytics, e-commerce insights, or any project that shows data cleaning, trend analysis, and clear presentation of insights.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-5-b797900\">\n                        <a href=\"#collapse-5ce323069ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-5ce323069ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-5ce323069ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">6. What industries hire data analysts?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-5ce323069ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-5-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">Tech, BFSI, e-commerce, healthcare, consulting, manufacturing, retail, logistics, SaaS, and startups all hire data analysts at scale<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-6-b797900\">\n                        <a href=\"#collapse-fde994469ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-fde994469ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-fde994469ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">7. Which is better for beginners: Power BI or Tableau?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-fde994469ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-6-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">Both work well, but Power BI is preferred in Indian corporates and BFSI, while Tableau is popular in tech, consulting and product-focused companies.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                \n                <div class=\"elementskit-card \">\n                    <div class=\"elementskit-card-header\" id=\"primaryHeading-7-b797900\">\n                        <a href=\"#collapse-a6459e369ead95ce7d9b\" class=\"ekit-accordion--toggler elementskit-btn-link collapsed\" data-ekit-toggle=\"collapse\" data-target=\"#Collapse-a6459e369ead95ce7d9b\" aria-expanded=\"false\" aria-controls=\"Collapse-a6459e369ead95ce7d9b\">\n                            \n                            <span class=\"ekit-accordion-title\">8. What is the future scope of data analytics?<\/span>\n\n                            \n                                <div class=\"ekit_accordion_icon_group\">\n                                    <div class=\"ekit_accordion_normal_icon\">\n                                        <!-- Normal Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-down-arrow1\"><\/i>                                    <\/div>\n\n                                    <div class=\"ekit_accordion_active_icon\">\n                                        <!-- Active Icon -->\n\t\t\t\t\t\t\t\t\t\t<i class=\"icon icon-up-arrow1\"><\/i>                                    <\/div>\n                                <\/div>\n\n                            \n                                                    <\/a>\n                    <\/div>\n\n                    <div id=\"Collapse-a6459e369ead95ce7d9b\" class=\" collapse\" aria-labelledby=\"primaryHeading-7-b797900\" data-parent=\"#accordion-69ead95ce7d9b\">\n\n                        <div class=\"elementskit-card-body ekit-accordion--content\">\n                            <p><span style=\"font-weight: 400\">The scope is growing rapidly as companies adopt automation, AI and data-driven operations, creating new roles in product analytics, business data analytics, financial analytics and AI-assisted decision-making.<\/span><\/p>                        <\/div>\n\n                    <\/div>\n\n                <\/div><!-- .elementskit-card END -->\n\n                                        <\/div>\n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c6f753a e-flex e-con-boxed e-con e-parent\" data-id=\"1c6f753a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-78bc89c0 e-con-full e-flex e-con e-child\" data-id=\"78bc89c0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7bfa5609 e-con-full author-box e-flex e-con e-child\" data-id=\"7bfa5609\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-60cd623f e-con-full e-flex e-con e-child\" data-id=\"60cd623f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41abafe elementor-widget elementor-widget-image\" data-id=\"41abafe\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/09\/MyCareernet_Logo.jpg\" class=\"attachment-full size-full wp-image-25691\" alt=\"MyCareernet\" srcset=\"https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/09\/MyCareernet_Logo.jpg 500w, https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/09\/MyCareernet_Logo-300x300.jpg 300w, https:\/\/mycareernet.co\/blogs\/wp-content\/uploads\/2025\/09\/MyCareernet_Logo-150x150.jpg 150w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-294bf715 e-con-full e-flex e-con e-child\" data-id=\"294bf715\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5fce1e6 elementor-widget elementor-widget-heading\" data-id=\"5fce1e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">MyCareernet<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f197104 elementor-widget elementor-widget-heading\" data-id=\"f197104\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Author<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-389aa8ec elementor-widget elementor-widget-text-editor\" data-id=\"389aa8ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>MyCareernet brings expert insights and tips to help job seekers crack interviews and grow their careers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The concept of a multi-brand system has gained traction, allowing businesses to manage various brands.<\/p>\n","protected":false},"author":3,"featured_media":27388,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[],"class_list":["post-27341","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-career-growth"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/posts\/27341","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/comments?post=27341"}],"version-history":[{"count":51,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/posts\/27341\/revisions"}],"predecessor-version":[{"id":27395,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/posts\/27341\/revisions\/27395"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/media\/27388"}],"wp:attachment":[{"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/media?parent=27341"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/categories?post=27341"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mycareernet.co\/blogs\/wp-json\/wp\/v2\/tags?post=27341"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}