{"id":2056,"date":"2019-11-07T07:34:26","date_gmt":"2019-11-07T07:34:26","guid":{"rendered":"http:\/\/kusuaks7\/?p=1661"},"modified":"2024-03-01T08:37:54","modified_gmt":"2024-03-01T08:37:54","slug":"big-data-and-ai-could-make-traditional-developers-extinct","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/big-data-and-ai-could-make-traditional-developers-extinct\/","title":{"rendered":"Big Data And AI Could Make Traditional Developers\u2026Extinct?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2056\" class=\"elementor elementor-2056\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-2cff5366 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2cff5366\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1b06fdb6\" data-id=\"1b06fdb6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d1eea57 elementor-widget elementor-widget-text-editor\" data-id=\"d1eea57\" data-element_type=\"widget\" data-e-type=\"widget\" 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 style=\"text-align: center;\"><span style=\"font-size: 11px;\">null\u00a0<small>GETTY<\/small><\/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-c11ff2f elementor-widget elementor-widget-text-editor\" data-id=\"c11ff2f\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tBack in 2010, a team of self-described \u201cdata nerds\u201d founded\u00a0<a href=\"https:\/\/www.sumologic.com\/\" target=\"_blank\" rel=\"noopener noreferrer\" data-ga-track=\"ExternalLink:https:\/\/www.sumologic.com\/\">Sumo Logic<\/a>. The vision was to build a platform to deliver\u2013as a cloud native service\u2013machine data analytics for anybody.\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-5be3f63 elementor-widget elementor-widget-text-editor\" data-id=\"5be3f63\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tIt definitely turned out to be the right focus. Consider that today Sumo Logic analyzes 100+ petabytes of data on a daily basis (to put this into perspective, a petabyte consists of 1,000 terabytes or about five years of the Earth Observing System). The platform also performs 30+ million searches and handles a whopping 500+ trillion record queries every day.\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-a445061 elementor-widget elementor-widget-text-editor\" data-id=\"a445061\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tBecause of this, Sumo Logic has a unique view of some of the most important trends in technology. Here are just some of the interesting findings from the company\u2019s latest annual report:\n<ul>\n \t<li>While AWS dominates the cloud, there was a 50% year-over-year increase in multi-cloud adoption in 2018.<\/li>\n \t<li>Serverless has gone mainstream. About a third of enterprises use AWS Lambda in production.<\/li>\n \t<li>Open source has turned the modern application stack on its head. Four out of six application infrastructure platforms include this technology.<\/li>\n<\/ul>\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-0c2965e elementor-widget elementor-widget-text-editor\" data-id=\"0c2965e\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tKeep in mind that this report is not based on survey samples. Instead, the results are from the crunching of huge amounts of data from 2,000+ customers (the data was anonymized and included both cloud platforms and on-premise environments).\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-c4a694d elementor-widget elementor-widget-heading\" data-id=\"c4a694d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3>So What About AI?<\/h3>\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bacc5ce elementor-widget elementor-widget-text-editor\" data-id=\"bacc5ce\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tYes, AI is a big part of Sumo Logic. After all, this technology needs enormous amounts of quality data to get to useful insights for businesses.\n\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-a21e9fb elementor-widget elementor-widget-text-editor\" data-id=\"a21e9fb\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tFor example, Sumo Logic\u2019s annual report points out a surge in growth of the Intelligence Economy, as companies attempt to mine insights from end-customer behaviors. There is also a need for real-time feedback. Let\u2019s face it, with the consumerization of technologies like Amazon.com and Uber, customers don\u2019t want to wait.\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-4518fab elementor-widget elementor-widget-text-editor\" data-id=\"4518fab\" data-element_type=\"widget\" data-e-type=\"widget\" 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 aria-hidden=\"true\">Yet there is something else to consider: Sumo Logic\u2019s own journey in building its technology and diving deep into data has taught it some important lessons. One is that enterprise customers want flexibility. To this end, Sumo Logic has made it possible to manage data out of the box or to allow for much more intensive approaches, say by using Jupyter Notebooks that are native to Sumo Logic.<\/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-be0af0b elementor-widget elementor-widget-text-editor\" data-id=\"be0af0b\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tThe company has also realized that AI and Big Data are actually transforming the roles of traditional developers. It\u2019s no longer just about jamming lots of code and creating full-blown applications, say with Java, C# or C++.\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-03a991f elementor-widget elementor-widget-text-editor\" data-id=\"03a991f\" data-element_type=\"widget\" data-e-type=\"widget\" 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\u201cDevelopment has become more about scripting and assembling,\u201d said Ramin Sayar, who is the President and CEO of Sumo Logic. The fact is that a lot of programming involves integrating other people\u2019s code from sources like GitHub and Stack Overflow. The dirty little secret is that cut-and-paste is one of the most valuable skillsets!\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-1679a95 elementor-widget elementor-widget-text-editor\" data-id=\"1679a95\" data-element_type=\"widget\" data-e-type=\"widget\" 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\nThis helps explain why the Python language has exploded in popularity. It allows for easily importing a wide array of packages but also focusing on discrete tasks\u2013without the complexity of traditional code.\n\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-804aa52 elementor-widget elementor-widget-text-editor\" data-id=\"804aa52\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tOh, and then there are the low-code and no-code systems from companies like Appian. They have seen quick adoption because there is a nice balance between out-of-the-box technology and customization.\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-9f8b201 elementor-widget elementor-widget-heading\" data-id=\"9f8b201\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><h3>Success In The Brave New World Of Development<\/h3>\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7a53c8 elementor-widget elementor-widget-text-editor\" data-id=\"c7a53c8\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tSo with all the changes, how can you be effective with software development? What will work?\n\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-55d0381 elementor-widget elementor-widget-text-editor\" data-id=\"55d0381\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tFor Sayar, the key is about forming the right team. \u201cOver the years, we have learned that there are three main roles,\u201d he said. \u201cThere is a back-end developer, a data engineer and a data scientist. You need all three for solving data problems and use cases.\u201d\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-2d280b7 elementor-widget elementor-widget-text-editor\" data-id=\"2d280b7\" data-element_type=\"widget\" data-e-type=\"widget\" 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\tSometimes one person can fill both roles. \u201cIf someone can take on three, then he or she is a true unicorn,\u201d said Sayar.\n\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-9befaa0 elementor-widget elementor-widget-text-editor\" data-id=\"9befaa0\" data-element_type=\"widget\" data-e-type=\"widget\" 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\nYet it is extremely important for there to be cross-pollination within the team. This means that each member should have a basic understanding of the other roles. The bottom line is that the development process must not be an assembly line; rather, it should be a true collaboration.\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-6fd731c elementor-widget elementor-widget-text-editor\" data-id=\"6fd731c\" data-element_type=\"widget\" data-e-type=\"widget\" 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\n\u201cWe want people who understand data and analytics,\u201d said Sayar. \u201cPart of this is about understanding statistics, like Bayesian inference, but also grasping the nuances of data. Those people that have these valuable skills will be the next generation developers.\u201d\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>&nbsp;AI and Big Data are actually transforming the roles of traditional developers. It&rsquo;s no longer just about jamming lots of code and creating full-blown applications. The bottom line is that the development process must not be an assembly line; rather, it should be a true collaboration. People who understand data and analytics are the need of the hour. Part of this is about understanding statistics, like Bayesian inference, but also grasping the nuances of data. Those people that have these valuable skills will be the next generation developers.<\/p>\n","protected":false},"author":667,"featured_media":2670,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[187],"tags":[95],"ppma_author":[3440],"class_list":["post-2056","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bigdata-cloud","tag-big-data-amp-technology"],"authors":[{"term_id":3440,"user_id":667,"is_guest":0,"slug":"tom-taulli","display_name":"Tom Taulli","avatar_url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2020\/04\/medium_63f5f357-f6ae-4999-b3f4-ed30406eb86c-150x150.jpg","user_url":"http:\/\/www.taulli.com\/","last_name":"Taulli","first_name":"Tom","job_title":"","description":"Tom Taulli is an author, speaker, and advisor \u2013 with a focus primarily on technology. He has co-founded a variety of\u00a0companies, including Hypermart.net (sold to InfoSpace), WebIPO and BizEquity. He is also a contributor to Forbes.com, Bloomberg.com, Kiplinger and BusinessWeek. \u00a0He has also written a variety of books, mostly on tech and finance.\u00a0 His latest is\u00a0<a href=\"http:\/\/amzn.to\/2Fdl3uD\">Artificial Intelligence Basics: A Non-Technical Introduction<\/a>. \u00a0As of now, he is an advisor to some awesome startups."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/667"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=2056"}],"version-history":[{"count":4,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2056\/revisions"}],"predecessor-version":[{"id":36204,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2056\/revisions\/36204"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/2670"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=2056"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=2056"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=2056"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=2056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}