{"id":7450,"date":"2018-09-12T14:27:55","date_gmt":"2018-09-12T18:27:55","guid":{"rendered":"https:\/\/blog.brainstation.io\/?p=7450"},"modified":"2020-12-02T13:56:28","modified_gmt":"2020-12-02T18:56:28","slug":"what-skills-do-you-need-to-become-a-data-analyst","status":"publish","type":"post","link":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst","title":{"rendered":"What Skills Do You Need to Become a Data Analyst?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">As we\u2019ve written about, <\/span><a href=\"https:\/\/brainstation.io\/blog\/what-is-data-science\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">data analysis (or data science<\/span><\/a><span style=\"font-weight: 400;\">) is the process of collecting, transforming, and modeling data to discover information that can inform business strategy and decision-making. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Demand for these kinds of data skills is expected to grow by 39 percent in the next two years according to <\/span><a href=\"https:\/\/www-01.ibm.com\/common\/ssi\/cgi-bin\/ssialias?htmlfid=IML14576USEN\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">this IBM report<\/span><\/a><span style=\"font-weight: 400;\">. It\u2019s a \u2018quant crunch\u2019 that shows no signs of slowing, with companies using data analysis more broadly than ever before. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">While data analysis can be applied to any size of data set, it\u2019s the newly voluminous amount of data associated with our actions in the digital age \u2014the digital traces of our lives\u2014that is fueling this new demand. It\u2019s not an exaggeration to say that it is changing the way the world does business. <\/span><\/p>\n<p><a href=\"https:\/\/brainstation.io\/blog\/student-spotlight-winston-lee-data-analytics\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">Winston Lee<\/span><\/a><span style=\"font-weight: 400;\">, a student in Brainstation\u2019s <\/span><a href=\"https:\/\/brainstation.io\/course\/online\/data-analytics\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">part-time Data Analytics course,<\/span><\/a><span style=\"font-weight: 400;\"> is a good example of the new frontiers for analytics. Lee\u2019s family business is the ceramic powder Zirconia, and he intends to use data analysis to find new and profitable applications for this raw material.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But Lee is not limiting himself to Zirconia. \u201cLike many others,\u201d he says, \u201cI believe that data is integrated into every aspect of our lives and therefore by having the skills to collect, clean, organize, contextualize, draw patterns, and present data is very useful in any business.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The question is&#8230;<\/span><\/p>\n<h2><b>What Skills Do You Need to be a Data Analyst?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The best data analysts have a mix of technical and soft skills, which allows them to become a valuable member of their company\u2019s decision-making process. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">This mix of skills includes: <\/span><\/p>\n<h3><b>Hands-on Experience With Various Tools <\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Successful data analysts will need to keep up-to-date with the latest and greatest tools associated with data analysis, including:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Spreadsheets and querying languages like XML and SQL<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Programming languages and frameworks like Python, R, and Hadoop <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Visualization tools like Tableau, PowerBI; Plotly, Bokeh, and Matplotlib <\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">They will also need to have experience with one or several leading analytics platforms, including Google Analytics and Adobe Analytics. <\/span><\/p>\n<h3><b>Creative and Analytical Thinking <\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Data analysts are tasked with understanding both the data <\/span><i><span style=\"font-weight: 400;\">and<\/span><\/i><span style=\"font-weight: 400;\"> the company\u2019s business well enough to extract meaningful and actionable inferences from raw numbers. They\u2019ll therefore need to understand the challenges facing the company and its industry, and be able to think outside the box to develop effective questions and creative solutions. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">More specifically, they\u2019ll need the analytical skills to be able to identify patterns, trends, and relationships, make and test inferences, form judgements, and draw conclusions. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is one of the reasons why biostatistics professor <\/span><a href=\"https:\/\/simplystatistics.org\/2013\/12\/12\/the-key-word-in-data-science-is-not-data-it-is-science\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">Jeff Leek once wrote<\/span><\/a><span style=\"font-weight: 400;\"> that \u201cthe key word in data science is not data; it is science.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That said, analysis like this does require\u2026 <\/span><\/p>\n<h3><b>A Way With Numbers<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">It can probably go without saying, but just in case, a data analyst must be comfortable working with numbers. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Mathematical modeling, performing statistical regressions, multi- and univariate analysis, and other kinds of manipulation of raw data are necessary to isolate and extract relevant information. <\/span><\/p>\n<h3><b>An Eye for Detail<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Data analysts must notice what others overlook. Once they spot it, they must then be precise. Precision in the number-crunching, yes, but also (and perhaps more importantly), in their approach. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Christian Bonilla, an Analytics Software Designer, puts it this way: \u201cThe discipline of querying databases\u2026forces you to clean up lazy thinking, because computers don\u2019t allow vague questions.\u201d <\/span><\/p>\n<h3><b>An Ability to Communicate Ideas <\/b><\/h3>\n<p><span style=\"font-weight: 400;\">For data analysis to serve its purpose, it must be effectively communicated to the organization\u2019s leaders. Data analysts, therefore, rely on their written and oral communication skills to make their findings understandable and compelling. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s how the authors of <\/span><a href=\"https:\/\/books.google.ca\/books?id=ycNKAQAAQBAJ&amp;pg=PA16&amp;lpg=PA16&amp;dq=Once+she+gets+the+data+into+shape,+a+crucial+part+is+exploratory+data+analysis,+which+combines+visualization+and+data+sense.&amp;source=bl&amp;ots=-5E9CVcwvv&amp;sig=3NCI2RbkY-xtuXevLhFuhwpfU8I&amp;hl=en&amp;sa=X&amp;ved=0ahUKEwiO27yn9_vaAhWm7IMKHf_JAhMQ6AEILDAB#v=onepage&amp;q=Once%20she%20gets%20the%20data%20into%20shape%2C%20a%20crucial%20part%20is%20exploratory%20data%20analysis%2C%20which%20combines%20visualization%20and%20data%20sense.&amp;f=false\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-weight: 400;\">Doing Data Science<\/span><\/a><span style=\"font-weight: 400;\"> described the communication objectives for a data analyst: &nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cShe\u2019ll communicate with team members, engineers, and leadership in clear language and with data visualizations so that even if her colleagues are not immersed in the data themselves, they will understand the implications.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As part of this, analysts must be able to work well with managers, developers, users, and clients on a regular basis. Clarity of expression, active listening skills, confidence, and the ability to collaborate and cooperate are essential.<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">Do you want to build your data skills? Brainstation offers part-time in <\/span><\/i><a href=\"https:\/\/brainstation.io\/course\/online\/data-analytics\" target=\"_blank\" rel=\"noopener noreferrer\"><i><span style=\"font-weight: 400;\">Data Analytics<\/span><\/i><\/a><i><span style=\"font-weight: 400;\"> and <\/span><\/i><a href=\"https:\/\/brainstation.io\/course\/online\/data-science\" target=\"_blank\" rel=\"noopener noreferrer\"><i><span style=\"font-weight: 400;\">Data Science<\/span><\/i><\/a><i><span style=\"font-weight: 400;\">, both online and on-campus. <\/span><\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Demand for data skills is expected to grow by 39 percent in the next two years.<\/p>\n","protected":false},"author":7,"featured_media":7451,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[330,343],"tags":[332,419,564,405],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Skills Do You Need to Become a Data Analyst? | BrainStation\u00ae Blog<\/title>\n<meta name=\"description\" content=\"Demand for data science is expected to grow by 39 percent in the next two years, which raises the question: What skills do you need to become a data analyst?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Skills Do You Need to Become a Data Analyst? | BrainStation\u00ae Blog\" \/>\n<meta property=\"og:description\" content=\"Demand for data science is expected to grow by 39 percent in the next two years, which raises the question: What skills do you need to become a data analyst?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst\" \/>\n<meta property=\"og:site_name\" content=\"BrainStation\u00ae Blog\" \/>\n<meta property=\"article:published_time\" content=\"2018-09-12T18:27:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-12-02T18:56:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2018\/09\/franki-chamaki-682112-unsplash-e1536776922754.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1160\" \/>\n\t<meta property=\"og:image:height\" content=\"452\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"BrainStation\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/brainstation.io\/blog\/#website\",\"url\":\"https:\/\/brainstation.io\/blog\/\",\"name\":\"BrainStation\u00ae Blog\",\"description\":\"The Digital Learning Company\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/brainstation.io\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#primaryimage\",\"url\":\"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2018\/09\/franki-chamaki-682112-unsplash-e1536776922754.jpg\",\"contentUrl\":\"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2018\/09\/franki-chamaki-682112-unsplash-e1536776922754.jpg\",\"width\":1160,\"height\":452,\"caption\":\"How to become a data analyst\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#webpage\",\"url\":\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst\",\"name\":\"What Skills Do You Need to Become a Data Analyst? | BrainStation\u00ae Blog\",\"isPartOf\":{\"@id\":\"https:\/\/brainstation.io\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#primaryimage\"},\"datePublished\":\"2018-09-12T18:27:55+00:00\",\"dateModified\":\"2020-12-02T18:56:28+00:00\",\"author\":{\"@id\":\"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11\"},\"description\":\"Demand for data science is expected to grow by 39 percent in the next two years, which raises the question: What skills do you need to become a data analyst?\",\"breadcrumb\":{\"@id\":\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/brainstation.io\/blog\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"What Skills Do You Need to Become a Data Analyst?\"}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11\",\"name\":\"BrainStation\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/brainstation.io\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g\",\"caption\":\"BrainStation\"},\"description\":\"BrainStation is a global leader in digital skills training, empowering businesses and brands to succeed in the digital age. Established in 2012, BrainStation has worked with over 250 instructors from the most innovative companies, developing cutting-edge, real-world digital education that has empowered more than 50,000 professionals and some of the largest corporations in the world.\",\"url\":\"https:\/\/brainstation.io\/blog\/author\/brainstation\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"What Skills Do You Need to Become a Data Analyst? | BrainStation\u00ae Blog","description":"Demand for data science is expected to grow by 39 percent in the next two years, which raises the question: What skills do you need to become a data analyst?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst","og_locale":"en_US","og_type":"article","og_title":"What Skills Do You Need to Become a Data Analyst? | BrainStation\u00ae Blog","og_description":"Demand for data science is expected to grow by 39 percent in the next two years, which raises the question: What skills do you need to become a data analyst?","og_url":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst","og_site_name":"BrainStation\u00ae Blog","article_published_time":"2018-09-12T18:27:55+00:00","article_modified_time":"2020-12-02T18:56:28+00:00","og_image":[{"width":1160,"height":452,"url":"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2018\/09\/franki-chamaki-682112-unsplash-e1536776922754.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Written by":"BrainStation","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebSite","@id":"https:\/\/brainstation.io\/blog\/#website","url":"https:\/\/brainstation.io\/blog\/","name":"BrainStation\u00ae Blog","description":"The Digital Learning Company","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/brainstation.io\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#primaryimage","url":"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2018\/09\/franki-chamaki-682112-unsplash-e1536776922754.jpg","contentUrl":"https:\/\/d2re7sjnpekmig.cloudfront.net\/prod\/wp-content\/uploads\/2018\/09\/franki-chamaki-682112-unsplash-e1536776922754.jpg","width":1160,"height":452,"caption":"How to become a data analyst"},{"@type":"WebPage","@id":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#webpage","url":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst","name":"What Skills Do You Need to Become a Data Analyst? | BrainStation\u00ae Blog","isPartOf":{"@id":"https:\/\/brainstation.io\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#primaryimage"},"datePublished":"2018-09-12T18:27:55+00:00","dateModified":"2020-12-02T18:56:28+00:00","author":{"@id":"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11"},"description":"Demand for data science is expected to grow by 39 percent in the next two years, which raises the question: What skills do you need to become a data analyst?","breadcrumb":{"@id":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/brainstation.io\/blog\/what-skills-do-you-need-to-become-a-data-analyst#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/brainstation.io\/blog"},{"@type":"ListItem","position":2,"name":"What Skills Do You Need to Become a Data Analyst?"}]},{"@type":"Person","@id":"https:\/\/brainstation.io\/blog\/#\/schema\/person\/9f37983a6c4da6cf5dd422481ac8cf11","name":"BrainStation","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/brainstation.io\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/80c14b8388838ae1453aec36606b232d?s=96&d=mm&r=g","caption":"BrainStation"},"description":"BrainStation is a global leader in digital skills training, empowering businesses and brands to succeed in the digital age. Established in 2012, BrainStation has worked with over 250 instructors from the most innovative companies, developing cutting-edge, real-world digital education that has empowered more than 50,000 professionals and some of the largest corporations in the world.","url":"https:\/\/brainstation.io\/blog\/author\/brainstation"}]}},"_links":{"self":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts\/7450"}],"collection":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/comments?post=7450"}],"version-history":[{"count":7,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts\/7450\/revisions"}],"predecessor-version":[{"id":12257,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/posts\/7450\/revisions\/12257"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/media\/7451"}],"wp:attachment":[{"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/media?parent=7450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/categories?post=7450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/brainstation.io\/blog\/wp-json\/wp\/v2\/tags?post=7450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}