{"id":4143,"date":"2022-02-18T04:24:53","date_gmt":"2022-02-18T04:24:53","guid":{"rendered":"https:\/\/unremot.com\/blog\/?p=4143"},"modified":"2022-02-18T04:24:53","modified_gmt":"2022-02-18T04:24:53","slug":"data-analyst-career-path","status":"publish","type":"post","link":"https:\/\/unremot.com\/blog\/data-analyst-career-path\/","title":{"rendered":"Data Analyst Career Path | A Comprehensive Guide"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">In this article, we will discuss extensively the data analyst career path &amp; how to get into data analytics. It is indeed a respectable job with specialized skill sets.<\/span><\/p>\n\n<h2><strong>Data analyst career path<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Data analysis is one of the happening jobs in the world. it&#8217;s no wonder that data analysts are high in demand drawing a handsome salary.<\/span><\/p>\n<h2><strong>What does a data analyst do?<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Gathering, cleansing, analyzing, and interpreting data is the answer to what does a data analyst do. The main objective is to act as a guard for the company\u2019s data and leverage it for arriving at strategic business decisions. These points are essential to remember while pursuing a data analyst career path.<\/span><\/p>\n<h3><strong>What is a data analyst job description?<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A data analyst job description involves the following:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Gathering data through surveys, questionnaires, or purchasing datasets\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cleansing the data by eliminating duplicates, errors, and outliers for improving the data quality<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Creating a data structure and model to create relationships and categories<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Analyzing and interpreting the data to derive trends and patterns using various tools and software<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Communicating and presenting the data through graphs, charts, and reports<\/span><\/li>\n<\/ol>\n<p style=\"text-align: center;\"><strong>Also read:\u00a0<a href=\"https:\/\/unremot.com\/blog\/remote-data-analyst-jobs\/\">How to find the best remote data analyst jobs? Insights on top salaries, qualifications<\/a><\/strong><\/p>\n<h2><strong>How to become a data analyst<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">In this section, we will focus on how to become a data analyst. The following sub-sections will deal with the key criteria behind pursuing a data analyst career path like qualifications, skills, and related jobs. A data analyst needs to be conversant on both technical and analytical skills.<\/span><\/p>\n<h3><strong>Data analyst qualifications<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Data analyst qualifications include:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bachelor\u2019s in statistics, maths or computer science<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Appear for certain professional certifications which preferably do not require prior experience<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Check for learning courses and training programs for data analyst career path and enroll in them<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Self-study of data analysis related concepts for acquiring additional knowledge other than the curriculum in colleges and universities<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Join any small firm as a trainee or a junior data analyst to acquire hands-on knowledge<\/span><\/li>\n<\/ol>\n<h3><strong>Data analyst skills<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">The different data analysts skills are as follows; crucial for a data analyst career path<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Competent in programming languages like Python, R<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Knowledge of visualization tools like <\/span><span style=\"font-weight: 400;\">Tableau, Jupyter Notebook, and Excel<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expertise in maths and statistics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Proficient in usage of database tools<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Excellent problem-solving capability<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sound industry knowledge<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Good in both verbal and written communication<\/span><\/li>\n<\/ol>\n<h3><strong>Entry level data analyst jobs<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Entry level data analysts jobs involve gathering, managing, and interpreting the data using various statistical tools and data analysis software. They perform research on improving the performance of a company by focusing on data analytics and defining the trends in the particular industrial sector. You need to possess critical thinking capability, presentation skills, and the concepts of machine learning.<\/span><\/p>\n<p style=\"text-align: center;\"><strong>Also read:\u00a0<a href=\"https:\/\/unremot.com\/blog\/remote-interview-guide\/\">Guide to conducting &amp; attending Remote Interviews<\/a><\/strong><\/p>\n<h3><strong>Data analyst portfolio<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">To create or build a data analyst portfolio, you need to<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Host your credentials on a professional platform like LinkedIn, and participate in communities like GitHub<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Include about me, and the projects you have been involved in<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Interact and collaborate with experts for gaining knowledge and exposure<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Share your ideas and thoughts on data analysis in the forums for better visibility<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Write blog posts on data analysis to share your knowledge and thesis<\/span><\/li>\n<\/ol>\n<h3><strong>Sample resume data analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A sample resume data analyst for your reference:<\/span><\/p>\n<p><strong>Name &amp; Contact<\/strong><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Education<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>Skills<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">PL\/SQL<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Tableau<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Python<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Google Sheets<\/span><\/li>\n<\/ul>\n<p><strong>Work Experience<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Data Analyst in XYZ Company (From &#8211; to Year)<\/span><\/p>\n<ul>\n<li><em>List out roles and responsibilities<\/em><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Data Analyst in ABC Company (From &#8211; to Year)<\/span><\/p>\n<ul>\n<li><em>List out roles and responsibilities<\/em><\/li>\n<\/ul>\n<h3><strong>Remote data analyst jobs<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">There are plenty of remote data analyst <a href=\"https:\/\/jooble.org\/\" target=\"_blank\" rel=\"noopener\">jobs available all over the world<\/a>. Data analysts are in high demand and companies are willing to hire them to work remotely. This enables harnessing skills and talents from different regions in the world. You can also work as a part-time data analyst or as a contractor. Thus you can pursue a data analyst career path by being present within your comfort location and working remotely.<\/span><\/p>\n<h2><strong>Data analyst certification for beginners<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Here is the list of top data analyst certifications for beginners; reliable learning courses for a data analyst career path<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Google Data Analytics Professional Certificate &#8211; There are 8 courses for a duration of 6 months<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data Analyst with Python by Datacamp &#8211; Time for completion is 62 hours<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">IBM Data Analyst Professional Certificate &#8211; It also has 8 courses for a duration of 11 months<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Beginner Statistics for Data Analytics from Udemy &#8211; It is a 3-hour course for beginners<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Intro to Data Analysis by Udacity &#8211; The duration of the course is 6 weeks<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Excel to MySQL: Analytic Techniques for Business Specialization &#8211; A 7 months course including 5 learning programs<\/span><\/li>\n<\/ol>\n<p style=\"text-align: center;\"><strong>Also read:\u00a0<a href=\"https:\/\/unremot.com\/blog\/best-resume-building-software\/\">Best resume software | Give the finest first impression<\/a><\/strong><\/p>\n<h2><strong>Data analyst career &#8211; Mid-level to senior<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Various roles can be taken up in a data analyst career progression. In this section, we will share the key roles that one can take up from mid-level to senior in a data analyst career path. We will briefly discuss their roles and responsibilities.<\/span><\/p>\n<h3><strong>Data analytics manager<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Data analytics manager leads a team of data analysts, guiding and coordinating their jobs and activities.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">They plan and monitor to develop processes for ensuring effectiveness and efficiency in data analysis and reporting.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">They also need to ensure accuracy in the analysis and interpretation of data by the team.<\/span><\/li>\n<\/ul>\n<h3><strong>Senior data analyst<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A senior data analyst provides better insights into the business operations by expertise in data analysis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Suggests best practices for resolving the business issues<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Performs advanced data analysis and interpretation by leveraging data mining, machine learning techniques, predictive data modeling, and so on\u00a0<\/span><\/li>\n<\/ul>\n<h3><strong>Data analytics consultant<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A data analytics consultant provides guidance on data governance and management<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Carve out data models for business strategic predictions<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Creating reports, dashboards, and visualization tools using the data gathered<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Examine the data and the related business processes for evaluation of the potential problems and other business issues<\/span><\/li>\n<\/ul>\n<h3><strong>Data specialist<\/strong><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A data specialist collects the necessary information and collates them electronically<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Converts the data into a format and shares the findings to the relevant stakeholders in the business<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">They bring in innovative ideas and the latest technologies to analyze and interpret data<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><strong>Also read:\u00a0<a href=\"https:\/\/unremot.com\/blog\/how-to-accept-a-job-offer\/\">How to accept a job offer? 10 things to note before accepting a job offer!<\/a>\u00a0<\/strong><\/p>\n<h2><strong>Data analyst career path: Different Industries<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">A data analyst career path varies with different industries, depending on the type of data being leveraged for the proper functioning of the business. In this section, we will discuss the roles played by data analysts in various industries; good for deciding the data analyst career path to select from.<\/span><\/p>\n<h3><strong>Financial analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A financial analyst is responsible for preparing the financial reports by churning in the relevant data. The reports are circulated to the management for providing financial insights and analytical information, allowing the company to adopt accurate and appropriate business decisions.<\/span><\/p>\n<h3><strong>Business analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A business analyst evaluates and analyzes current and past data related to a company\u2019s business. The main objective is to improve the decision-making capability of the organization. They apply the data science methods to interpret and analyze the data to ascertain the effectiveness of the data.<\/span><\/p>\n<h3><strong>Big data analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">The key role of a big data analyst is to assist businesses to realize and understand the potential of big data and how they can influence business decisions positively. They collect data from various sources for analysis and prepare reports, charts, graphs, etc. that are beneficial to the business.<\/span><\/p>\n<h3><strong>Healthcare data analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A healthcare data analyst or a <\/span><span style=\"font-weight: 400;\">clinical data specialist<\/span><span style=\"font-weight: 400;\"> is responsible for gathering data from various sources like electronic health records, cost reports, etc., and interpreting the same. They maintain the database where the healthcare data is collected and stored. The data is retrieved to prepare dashboards and reports for the different stakeholders in the healthcare sector.<\/span><\/p>\n<h3><strong>Tech data careers<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Tech data careers are mainly about using technical skills to analyze and interpret data. The analysis is used to report insights and information that is critical for the smooth running of business operations. They use SQL skills to pull up the data and programming skills for data analysis and interpretation.<\/span><\/p>\n<h3><strong>Marketing data analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A marketing data analyst essentially helps companies and businesses to understand and finalize which products and services to sell. They utilize the qualitative and quantitative market analysis methods to determine the market statistics and report the findings. Their analysis help to find out the impact of the marketing strategies.<\/span><\/p>\n<h3><strong>Product analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A product analyst helps in evaluating and determining if a product is able to cater to a company\u2019s future and current needs. They provide ratings and review the products. They compare the company\u2019s products with others and analyze the industry trends to ensure the products are profitable and appropriate for the business.<\/span><\/p>\n<h3><strong>Sales data analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">A sales data analyst analyzes industrial data to evaluate and identify trends in sales. Their responsibilities include gathering and analyzing the data to prepare intelligent reports and dashboards for the management and the teams. They have a good understanding of the sales funnel and help in providing good customer insights.<\/span><\/p>\n<p style=\"text-align: center;\"><strong>Also read: <a href=\"https:\/\/unremot.com\/blog\/technical-interview-questions\/\">Top 30 technical Interview Questions<\/a><\/strong><\/p>\n<h2><strong>Data analyst salary for different Levels<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">The average data analyst salary is approximately USD 66K per annum; a very crucial piece of information to note in a data analyst career path.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So how much do data analysts make as per their experience level?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For less than 1 year, a data analyst or a data scientist salary is near to USD 62K per year. For an experience between 3 to 5 years, the salary is almost USD 69K per year. If the experience is more than 10 years, the annual salary is USD 77K.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you are a master in data analytics salary offered may be a bit higher than the rest.<\/span><\/p>\n<p style=\"text-align: center;\"><strong>Also read:\u00a0<a href=\"https:\/\/unremot.com\/blog\/high-income-skills\/\">50+ High income skills | Most profitable skills to learn in 2022<\/a><\/strong><\/p>\n<h2><strong>Data analyst career path: Frequently asked questions<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">Let us now check out some of the frequently asked questions, related to the data analyst career path. These will assist in understanding the data analyst job outlook.<\/span><\/p>\n<h3><strong>Is data analyst a good career?<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">If you are eager to know is data analyst a good career, the answer is Yes. It&#8217;s one of the highly demanding jobs and highest-paid compared to other IT professionals. Thus if you want to pursue a data analyst career path, then you are assured of a promising career.<\/span><\/p>\n<h3><strong>How to become a data analyst without a degree?<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">There are certain things to remember if you want to understand how to become a data analyst without a degree. You need to learn data science through learning courses and training programs. Next, you may be thinking is data science hard? With proper training and certifications, you can succeed. Besides, without a data analysis degree, you must try to participate in hackathons and build a convincing portfolio.<\/span><\/p>\n<h3><strong>Business analyst vs data analyst<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">While discussing business analyst vs data analyst, the main difference is in the way they use the data. Business analysts leverage the data gathered to arrive at strategic business decisions. Data analysts collect the data and analyze it to extract useful information and insights.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this article, we will discuss extensively the data analyst career path &amp; how to get into data analytics. It is indeed a respectable job with specialized skill sets. Data analyst career path Data analysis is one of the happening jobs in the world. it&#8217;s no wonder that data analysts are high in demand drawing [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":3861,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[18],"tags":[],"class_list":{"0":"post-4143","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-career","8":"entry"},"_links":{"self":[{"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/posts\/4143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/comments?post=4143"}],"version-history":[{"count":2,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/posts\/4143\/revisions"}],"predecessor-version":[{"id":4145,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/posts\/4143\/revisions\/4145"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/media\/3861"}],"wp:attachment":[{"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/media?parent=4143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/categories?post=4143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/unremot.com\/blog\/wp-json\/wp\/v2\/tags?post=4143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}