{"id":11277,"date":"2019-07-09T14:19:16","date_gmt":"2019-07-09T07:19:16","guid":{"rendered":"https:\/\/keblog.demoapp.xyz\/?p=11277"},"modified":"2022-11-18T16:36:00","modified_gmt":"2022-11-18T09:36:00","slug":"a-career-in-data-science-what-are-your-options","status":"publish","type":"post","link":"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options","title":{"rendered":"A Career in Data Science: What are Your Options?"},"content":{"rendered":"<p dir=\"ltr\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-11278\" src=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/a-career-in-data-science-what-are-your-options.png\" alt=\"a-career-in-data-science-what-are-your-options\" width=\"1326\" height=\"446\" srcset=\"https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/a-career-in-data-science-what-are-your-options.png 1326w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/a-career-in-data-science-what-are-your-options-300x101.png 300w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/a-career-in-data-science-what-are-your-options-1024x344.png 1024w, https:\/\/neo-blog.kalibrr.com\/blog\/wp-content\/uploads\/2022\/10\/a-career-in-data-science-what-are-your-options-768x258.png 768w\" sizes=\"(max-width: 1326px) 100vw, 1326px\" \/><\/p>\n<p class=\"text-align-justify\" dir=\"ltr\"><em>Great data science jobs don\u2019t simply fall on your lap, even if you\u2019ve mastered SQL, Python, or R, among others, but knowing what your options are can help find\u00a0a successful career<\/em><\/p>\n<p class=\"text-align-justify\">It\u2019s a great time to be a data science professional!\u00a0Fueled by big data and AI, the demand for data science skills is growing exponentially. However, the number of skilled candidates continues to grow at a comparatively slower pace. So the high demand remains mostly unmet, and surely one of the reasons you\u2019re reading this now is because you\u2019re among those who\u2019ve realized that now is as good a time as any to consider a career in data science.<\/p>\n<p class=\"text-align-justify\">But where to start? Learning data science skills can revolutionize your career, but after attending online classes, seminars, and boot camps, finding one\u2019s place in the still relatively new and evolving industry can still be complicated. For one thing, there is so far still no universal definition of \u201cdata scientist\u201d or \u201cdata analyst\u201d which most companies agree on, so different positions with the same title may require different skill sets. Then, there are a plethora of other commonly-used job titles that involve data science work that you might not come across when just searching for \u201cdata analyst\u201d or \u201cdata scientist\u201d.<\/p>\n<p class=\"text-align-justify\">To best navigate your way in the data science job market, it is best to figure out what the career you want actually looks like. Are there certain industries that use data science where you most want to be in? And where can the data skills you presently have be best applied?\u00a0 Answering these questions should be the first step in your data science career journey. Although the answers might seem obvious, it\u2019s worth taking the time to probe deeper and really explore all of your potential options. And while you may not be able to look into every job title that might be used by a company, it can be helpful to know some of the most common ones.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_26 counter-hierarchy\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">TOPICS<\/p>\n<span class=\"ez-toc-title-toggle\"><a class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><i class=\"ez-toc-glyphicon ez-toc-icon-toggle\"><\/i><\/label><input type=\"checkbox\" id=\"item\"><\/a><\/span><\/div>\n<nav><ul class=\"ez-toc-list ez-toc-list-level-1\"><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#The_Top_Three_Analyst_Scientist_and_Engineer\" title=\"The &#8216;Top&#8217; Three: Analyst, Scientist, and Engineer\">The &#8216;Top&#8217; Three: Analyst, Scientist, and Engineer<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Data_Analyst\" title=\"Data Analyst\">Data Analyst<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Data_Scientist\" title=\"Data Scientist\">Data Scientist<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Data_Engineer\" title=\"Data Engineer\">Data Engineer<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Teaching_and_Training\" title=\"Teaching and Training\">Teaching and Training<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Data_Science_Instructor\" title=\"Data Science Instructor\">Data Science Instructor<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Other_Roles_in_Data_Science\" title=\"Other Roles in Data Science\">Other Roles in Data Science<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Market_Intelligence_Analyst\" title=\"Market Intelligence Analyst\">Market Intelligence Analyst<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/neo-blog.kalibrr.com\/blog\/a-career-in-data-science-what-are-your-options\/#Data_Architect\" title=\"Data Architect\">Data Architect<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"The_Top_Three_Analyst_Scientist_and_Engineer\"><\/span>The &#8216;Top&#8217; Three: Analyst, Scientist, and Engineer<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"text-align-justify\">Data analyst, data scientist, and data engineer broadly describe the different roles data experts can play at a company, and are the titles you\u2019ll most likely come across in your data science job search.<\/p>\n<h3 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Data_Analyst\"><\/span><em><a href=\"https:\/\/www.kalibrr.com\/c\/abs-cbn-corporation-1\/jobs\/116698\/data-delivery-analyst?utm_source=blog&amp;utm_medium=in-text&amp;utm_campaign=jd-blog&amp;utm_content=jd-DataScienceJob-blog-ABSCBN-070219&amp;ref=blog_free_DataScienceJobs-070919\" target=\"_blank\" rel=\"noopener\">Data Analyst<\/a><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"text-align-justify\">Also known by titles like\u00a0<a href=\"https:\/\/www.kalibrr.com\/c\/robinsons-retail-holdings-inc-1\/jobs\/121457\/data-visualization-developer-aws?utm_source=blog&amp;utm_medium=in-text&amp;utm_campaign=jd-blog&amp;utm_content=jd-DataScienceJob-blog-Robinsons-070219&amp;ref=blog_free_DataScienceJobs-070919\" target=\"_blank\" rel=\"noopener\">Data Developer<\/a>\u00a0or\u00a0<a href=\"https:\/\/www.kalibrr.com\/c\/s-p-global\/jobs\/102380\/data-researcher-media-data\" target=\"_blank\" rel=\"noopener\">Data Researcher<\/a>, Data Analysts are primarily responsible for looking at a company or industry data to address business questions, and then presenting the findings to decision-makers who can act on the findings. A typical example is when\u00a0analysts study sales data from a recent marketing campaign to assess its effectiveness and identify strengths and weaknesses. This often involves numerous skills, including the ability to not only access the data, but also clean it, analyze it, and then visualizing and communicating the results.<\/p>\n<p class=\"text-align-justify\">Data analysts typically work with multiple people in a company. On one day, you can find yourself working on the aforementioned marketing analytics. Then on another, you could be helping the CEO pinpoint the company\u2019s growth and gap points in the past year. Qualifications vary between employers, but if intent on working as a Data Analyst, you\u2019re recommended to be proficient in at least the following: intermediate data science programming like\u00a0 Python or ASP.NET MVC 5, intermediate SQL queries, data cleaning and visualization, probability and statistics, and the ability to communicate these to those without such a background.<\/p>\n<p class=\"text-align-justify\" dir=\"ltr\"><em><a href=\"https:\/\/www.kalibrr.com\/job-board\/te\/data-analyst\/1\" target=\"_blank\" rel=\"noopener\">See all Data Analyst opportunities on Kalibrr<\/a><\/em><\/p>\n<h3 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Data_Scientist\"><\/span><em><a href=\"https:\/\/www.kalibrr.com\/c\/sg-interactive-inc\/jobs\/28541\/data-scientist\" target=\"_blank\" rel=\"noopener\">Data Scientist<\/a><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"text-align-justify\">While capable of doing many of the things that Data Analysts do, Data Scientist is a considerably more senior role because as one you\u2019d also be typically tasked to build machine learning models to make accurate predictions about the future based on past data. While Data Analysts are mostly given business questions to answer rather than asked to find interesting trends on their own, Data Scientists are more of the latter, with more freedom to pursue their own ideas and explore various patterns and trends in the data that management may not have considered looking into.<\/p>\n<p class=\"text-align-justify\">As a data scientist, you would likely be tasked to assess how changes in marketing strategies could affect your company\u2019s bottom line. This would entail the use of your data analysis skills, as well as having to bank on a solid understanding of both supervised and unsupervised machine learning methods, statistics and the ability to evaluate statistical models, and advanced data-science-related programming skills (such as Python).<\/p>\n<p class=\"text-align-justify\" dir=\"ltr\"><em><a href=\"https:\/\/www.kalibrr.com\/job-board\/te\/data-scientist\/1\" target=\"_blank\" rel=\"noopener\">See all Data Scientist opportunities on Kalibrr<\/a><\/em><\/p>\n<h3 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Data_Engineer\"><\/span><em><a href=\"https:\/\/www.kalibrr.com\/c\/travelbook\/jobs\/123052\/data-engineer\" target=\"_blank\" rel=\"noopener\">Data Engineer<\/a><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"text-align-justify\">Data Engineers, on the other hand, are the ones tasked to manage their companies\u2019 data infrastructures. This role requires a little less statistical analysis, but significantly more software development and programming. As part of a data team, Data Engineers are the ones responsible for building data pipelines and provide analysts and scientists the latest sales, marketing, or revenue data in a usable format.<\/p>\n<p class=\"text-align-justify\">Focused more on software development, aspiring Data Engineers are required to possess advanced programming skills (like, again, Python) in order to work with large datasets and build data pipelines. Also depending on the industry or company you are considering joining as a Data Engineer, it is recommended to gain familiarity with the specific technologies they often rely on. If joining a large company with a sizeable data team, reach out to that team to get an idea of their company\u2019s tech stack.<\/p>\n<p class=\"text-align-justify\"><em><a href=\"https:\/\/www.kalibrr.com\/job-board\/te\/data-engineer\/1\" target=\"_blank\" rel=\"noopener\">See all Data Engineer opportunities on Kalibrr<\/a><\/em><\/p>\n<h2 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Teaching_and_Training\"><\/span>Teaching and Training<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"text-align-justify\">As mentioned, the need for more professionals skilled in the different aspects of Data Science continues to become increasingly prevalent. This has subsequently opened up opportunities to those with skills and experience in the field to take on teaching or training positions, as schools and other learning institutions have expanded their programs to include data science and other related fields.<\/p>\n<h3 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Data_Science_Instructor\"><\/span><em><a href=\"https:\/\/www.kalibrr.com\/c\/cpo-account-ciit-college\/jobs\/123986\/data-science-instructor\" target=\"_blank\" rel=\"noopener\">Data Science Instructor<\/a><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"text-align-justify\">As a Data Science Instructor, you have the opportunity to share your expertise in all aspects of the field. Apart from teaching and administering assessments, the responsibilities of such roles include curriculum development, as well as taking professional improvement training and courses to continuously remain updated with the new developments in data science. Teaching data science is also a means to expand one\u2019s data science career, as these can also come by way of part-time positions.<\/p>\n<p class=\"text-align-justify\">Given the extensive amount of knowledge needed for an instructor position, the requirements to work as a Data Science Instructor is often a little more stringent than other data science roles. These include having earned a degree (or equivalent experience) in Business Intelligence, Data Analytics, Data Mining, Data Science, Big Data, or other data-driven technology, fluency in statistics and manipulation of large data sets; and experience as a training or learning facilitator, among others.<\/p>\n<p class=\"text-align-justify\"><em><a href=\"https:\/\/www.kalibrr.com\/job-board\/te\/data-science-instructor\/1\" target=\"_blank\" rel=\"noopener\">See all Data Science Instructor opportunities on Kalibrr<\/a><\/em><\/p>\n<h2 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Other_Roles_in_Data_Science\"><\/span>Other Roles in Data Science<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"text-align-justify\">There are a variety of other job titles you\u2019ll see that either relate directly to the previously mentioned roles or otherwise be jobs that are completely their own while involving data science skills. Like other data science positions, these roles can vary between companies and overall industries.<\/p>\n<h3 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Market_Intelligence_Analyst\"><\/span><em><a href=\"https:\/\/www.kalibrr.com\/c\/a-philippines\/jobs\/126160\/market-intelligence-analyst\" target=\"_blank\" rel=\"noopener\">Market Intelligence Analyst<\/a><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"text-align-justify\">Alternatively known as\u00a0<a href=\"https:\/\/www.kalibrr.com\/c\/summit-media-1\/jobs\/123048\/business-intelligence-officer\" target=\"_blank\" rel=\"noopener\">Business Intelligence Analyst,<\/a>\u00a0a Market Intelligence Analyst is essentially a Data Analyst who is particularly focused on the analysis of market and business trends. BIs or MIs are employed in just about every type of industry, with companies ranging from start-ups to major corporations.<\/p>\n<p class=\"text-align-justify\">The role often requires familiarity with software-based data analysis tools (like Microsoft Power BI), which one can learn via online courses or in-house training. Additionally, other data analysts skills are also crucial for business intelligence analyst positions, such as Python or R programming skills.<\/p>\n<p class=\"text-align-justify\"><em><a href=\"https:\/\/www.kalibrr.com\/job-board\/te\/business-market-intelligence-analyst\/1\" target=\"_blank\" rel=\"noopener\">See all Market Intelligence Analyst opportunities on Kalibrr<\/a><\/em><\/p>\n<h3 class=\"text-align-justify\" dir=\"ltr\"><span class=\"ez-toc-section\" id=\"Data_Architect\"><\/span><em><a href=\"https:\/\/www.kalibrr.com\/c\/cairoq01\/jobs\/92805\/data-architect\" target=\"_blank\" rel=\"noopener\">Data Architect<\/a><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"text-align-justify\">A role that is considered a subfield within data engineering, Data Architects are responsible for building, designing, and maintaining their companies\u2019 data storage systems. A key component of the job are SQL skills, although most Data Architects are also recommended to have a solid command of other tech skills to accommodate the requirements which vary based on employers\u2019 different tech stacks.<\/p>\n<p class=\"text-align-justify\">Data Architect is among the more complex roles in data science, with data science often not enough to be employed as a DA. Often, the qualifications also include having taken an I.T. course, experience in the design, maintenance, and administration of NOSQL databases, and the ability to perform Java, XQUERY, XML, Query DSL, CQL and other web technology programming, among others.<\/p>\n<p class=\"text-align-justify\"><em><a href=\"https:\/\/www.kalibrr.com\/job-board\/te\/data-architect\/1\" target=\"_blank\" rel=\"noopener\">See all Data Architect opportunities on Kalibrr<\/a><\/em><\/p>\n<p class=\"text-align-justify\"><em>Need help finding that dream job in Data Science?\u00a0<a href=\"https:\/\/www.kalibrr.com\/candidate\/signup\" target=\"_blank\" rel=\"noopener\">Sign up at Kalibrr<\/a>\u00a0and be connected to thousands of employers, today!<\/em><\/p>\n<p class=\"text-align-justify\" dir=\"ltr\"><em>Kalibrr is a technology company that aims to transform how candidates find jobs and how companies hire talent. Placing the candidate experience at the center of everything it does, the company continues to attract the best talent from all over, with over 2 million professionals and counting. Kalibrr ultimately connects these talents to companies in search of their next generation of leaders.<\/em><\/p>\n<p class=\"text-align-justify\"><em>The only end-to-end recruitment solutions provider in Southeast Asia, Kalibrr is headquartered in Makati, Philippines, with offices in San Francisco, California and Jakarta, Indonesia. Established in 2012, it has served over 18,000 clients, and is backed by some of the world\u2019s most powerful start-up incubators and venture capitalists. These include Y Combinator, Omidyar Network, Patamar Capital, Wavemaker Partners, and Kickstart Ventures.<\/em><\/p>\n<p class=\"text-align-justify\"><em>For application help and additional professional advice, follow on Kalibrr\u00a0<a href=\"https:\/\/www.facebook.com\/Kalibrr\" target=\"_blank\" rel=\"noopener\">Facebook<\/a>,\u00a0<a href=\"https:\/\/twitter.com\/kalibrr\" target=\"_blank\" rel=\"noopener\">Twitter<\/a>,\u00a0<a href=\"https:\/\/www.linkedin.com\/company\/kalibrr-technology-ventures\/\" target=\"_blank\" rel=\"noopener\">LinkedIn<\/a>, and\u00a0<a href=\"https:\/\/www.instagram.com\/kalibrr\/\" target=\"_blank\" rel=\"noopener\">Instagram<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Great data science jobs don\u2019t simply fall on your lap, even if you\u2019ve mastered SQL, Python, or R, among others, but knowing what your options are can help find\u00a0a successful career It\u2019s a great time to be a data science professional!\u00a0Fueled by big data and AI, the demand for data science skills is growing exponentially. [&hellip;]<\/p>\n","protected":false},"author":16,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[121,83,108,109,118,120],"_links":{"self":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/posts\/11277"}],"collection":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/comments?post=11277"}],"version-history":[{"count":0,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/posts\/11277\/revisions"}],"wp:attachment":[{"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/media?parent=11277"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/categories?post=11277"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neo-blog.kalibrr.com\/blog\/wp-json\/wp\/v2\/tags?post=11277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}