{"id":35914,"date":"2022-12-02T07:38:00","date_gmt":"2022-12-02T06:38:00","guid":{"rendered":"https:\/\/www.freelancermap.com\/blog\/?p=35914"},"modified":"2023-03-02T09:52:18","modified_gmt":"2023-03-02T08:52:18","slug":"que-faz-programador-r","status":"publish","type":"post","link":"https:\/\/www.freelancermap.com\/blog\/pt\/que-faz-programador-r\/","title":{"rendered":"O que faz um programador R?"},"content":{"rendered":"\n<p><strong>O programador R \u00e9 respons\u00e1vel por usar a linguagem de programa\u00e7\u00e3o R no desenvolvimento de c\u00f3digo para representa\u00e7\u00f5es gr\u00e1ficas de dados. Continue lendo para saber mais sobre este profissional, incluindo o que faz e quanto ganha.<\/strong><\/p>\n\n\n<div class=\"mks_col \">\n<div class=\"mks_one_third \"><div class=\"su-box su-box-style-default\" id=\"\" style=\"border-color:#1c1d1f;border-radius:3px;\"><div class=\"su-box-title\" style=\"background-color:#4f5052;color:#FFFFFF;border-top-left-radius:1px;border-top-right-radius:1px\">Resumo do artigo<\/div><div class=\"su-box-content su-u-clearfix su-u-trim\" style=\"border-bottom-left-radius:1px;border-bottom-right-radius:1px\"><span style=\"color: #000000\"><a style=\"color: #000000\" href=\"#Intro\">Perfil profissional<\/a><\/span><br \/><span style=\"color: #000000\"><a style=\"color: #000000\" href=\"#Funcoes\">Fun\u00e7\u00f5es<\/a><\/span><br \/><span style=\"color: #000000\"><a style=\"color: #000000\" href=\"#Skills\">Habilidades<\/a><\/span><br \/><span style=\"color: #000000\"><a style=\"color: #000000\" href=\"#Formacao\">Forma\u00e7\u00e3o<\/a><\/span><br \/><span style=\"color: #000000\"><a style=\"color: #000000\" href=\"#Salario\">Sal\u00e1rio<\/a><\/span><\/div><\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Intro\">Perfil profissional<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"720\" data-src=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r.png\" alt=\"Perfil de um programador R: fun\u00e7\u00f5es, skills, forma\u00e7\u00e3o e sal\u00e1rio.\" class=\"wp-image-35931 lazyload\" data-srcset=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r.png 960w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r-300x225.png 300w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r-768x576.png 768w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r-720x540.png 720w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r-580x435.png 580w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/papel-programador-r-320x240.png 320w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/720;\" \/><figcaption class=\"wp-element-caption\">Perfil de um programador R: fun\u00e7\u00f5es, skills, forma\u00e7\u00e3o e sal\u00e1rio.<\/figcaption><\/figure>\n\n\n\n<p>Conceitos como <strong>Ci\u00eancia de Dados<\/strong> e <strong>An\u00e1lise de Dados<\/strong> vem ganhando enorme import\u00e2ncia no contexto empresarial, dada a necessidade de facilitar a <strong>manipula\u00e7\u00e3o, an\u00e1lise e visualiza\u00e7\u00e3o de dados <\/strong>cada vez mais complexos.<\/p>\n\n\n\n<p>Neste contexto, surgiu a <strong>R<\/strong>, uma linguagem de programa\u00e7\u00e3o que vem ganhando destaque nos \u00faltimos anos e \u00e9 cada vez mais reconhecida como a <strong>linguagem padr\u00e3o para tarefas nas \u00e1reas de an\u00e1lise, estat\u00edstica e IA<\/strong>.<\/p>\n\n\n\n<p>Ela permite automatizar relat\u00f3rios recorrentes e avalia\u00e7\u00f5es estat\u00edsticas, conectar diferentes fontes de dados, criar visualiza\u00e7\u00f5es de alta qualidade e muito mais.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Funcoes\">Responsabilidades<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"720\" data-src=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r.png\" alt=\"Fun\u00e7\u00f5es de um programador R.\" class=\"wp-image-35932 lazyload\" data-srcset=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r.png 960w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r-300x225.png 300w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r-768x576.png 768w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r-720x540.png 720w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r-580x435.png 580w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/funcoes-programador-r-320x240.png 320w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/720;\" \/><figcaption class=\"wp-element-caption\">Fun\u00e7\u00f5es de um programador R.<\/figcaption><\/figure>\n\n\n\n<p>Os programadores de R s\u00e3o respons\u00e1veis \u200b\u200bpor <strong>utilizar a linguagem R para construir modelos estat\u00edsticos robustos e scripts capazes de lidar com manipula\u00e7\u00e3o, an\u00e1lise e visualiza\u00e7\u00e3o de dados<\/strong>. Para isso, eles garantem uma programa\u00e7\u00e3o eficiente, desenvolvendo padr\u00f5es de codifica\u00e7\u00e3o e conduzindo backtesting.<\/p>\n\n\n\n<p>Outras responsabilidades bastante comuns para profissionais da \u00e1rea incluem o <strong>desenvolvimento de apresenta\u00e7\u00f5es de alta qualidade<\/strong> e, \u00e0s vezes, a <strong>integra\u00e7\u00e3o de solu\u00e7\u00f5es R<\/strong> com fontes de dados e sistemas de entrega.<\/p>\n\n\n\n<p><strong>Quais s\u00e3o as responsabilidades de um programador R?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Criar e desenvolver modelos estat\u00edsticos com R<\/li>\n\n\n\n<li>Desenvolver scripts com R<\/li>\n\n\n\n<li>Integrar solu\u00e7\u00f5es R a fontes de dados e sistemas de entrega<\/li>\n\n\n\n<li>Criar documenta\u00e7\u00e3o e apresenta\u00e7\u00f5es de alta qualidade<\/li>\n\n\n\n<li>Garantir a implementa\u00e7\u00e3o de padr\u00f5es de codifica\u00e7\u00e3o&nbsp;<\/li>\n\n\n\n<li>Manter uma programa\u00e7\u00e3o R eficiente e eficaz<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Skills\">Habilidades<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"960\" height=\"720\" data-src=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r.png\" alt=\"Skills de um programador R. \" class=\"wp-image-35933 lazyload\" data-srcset=\"https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r.png 960w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r-300x225.png 300w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r-768x576.png 768w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r-720x540.png 720w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r-580x435.png 580w, https:\/\/www.freelancermap.com\/blog\/wp-content\/uploads\/2022\/12\/skills-programador-r-320x240.png 320w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 960px; --smush-placeholder-aspect-ratio: 960\/720;\" \/><figcaption class=\"wp-element-caption\">Skills de um programador R. <\/figcaption><\/figure>\n\n\n\n<p>Os programadores de R devem possuir ampla<strong> experi\u00eancia e conhecimento da linguagem de programa\u00e7\u00e3o R<\/strong>. Eles tamb\u00e9m precisam estar familiarizados com o <strong>RStudio<\/strong> \u2013 um ambiente de desenvolvimento integrado para a linguagem R.<\/p>\n\n\n\n<p>Outras habilidades t\u00e9cnicas bastante exigidas incluem familiaridade com AWS Cloud, scripts ETL e an\u00e1lise estat\u00edstica. Algumas empresas tamb\u00e9m exigem que estes programadores tenham experi\u00eancia com Bitbucket ou Jenkins.<\/p>\n\n\n\n<p><strong>Quais s\u00e3o as habilidades de um programador R?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Vasta experi\u00eancia e conhecimento da linguagem de programa\u00e7\u00e3o R<\/li>\n\n\n\n<li>Familiaridade com RStudio&nbsp;<\/li>\n\n\n\n<li>Experi\u00eancia com AWS Cloud<\/li>\n\n\n\n<li>Familiaridade com bancos de dados,  an\u00e1lise estat\u00edstica e modelagem de dados<\/li>\n\n\n\n<li>Experi\u00eancia com SQL<\/li>\n\n\n\n<li>Experi\u00eancia de trabalho com Bitbucket ou Jenkins<\/li>\n\n\n\n<li>Familiaridade com scripts ETL e M\u00e9todo \u00c1gil<\/li>\n\n\n\n<li>Pensamento anal\u00edtico<\/li>\n\n\n\n<li>Aten\u00e7\u00e3o a detalhes<\/li>\n\n\n\n<li>Boa comunica\u00e7\u00e3o oral e escrita<\/li>\n<\/ul>\n\n\n<p style=\"background-color:#41c0eb;color:#ffffff;font-size:18px\" class=\"has-text-color has-background has-text-align-center\">Precisa de um programador R, sem comiss\u00f5es? <br \/>&gt;&gt; <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.freelancermap.com\/freelancers-directory.html?filter=&amp;newQuery=%22r+programmer%22&amp;continents=&amp;countries=&amp;states=&amp;city=&amp;radius=&amp;query=&amp;excludeDachRegion=0&amp;sort=1&amp;utm_source=blog&amp;utm_medium=career-PT\" style=\"color: #ffffff\">Perfis de programadores R<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Formacao\">Forma\u00e7\u00e3o<\/h2>\n\n\n\n<p>A forma\u00e7\u00e3o superior n\u00e3o \u00e9 obrigat\u00f3ria para a atua\u00e7\u00e3o como programador R. No entanto, possuir um diploma em <strong>Engenharia de Software<\/strong>, <strong>Ci\u00eancia da Computa\u00e7\u00e3o<\/strong>, <strong>Tecnologia da Informa\u00e7\u00e3o<\/strong> e \u00e1reas relacionadas pode fazer diferen\u00e7a no curr\u00edculo.<\/p>\n\n\n\n<p>Em geral, profissionais desta \u00e1rea devem ter <strong>experi\u00eancia e bom desempenho comprovado em programa\u00e7\u00e3o e desenvolvimento<\/strong> para atender aos requisitos da maioria das vagas. Ou seja, a base de sua forma\u00e7\u00e3o \u00e9, sem d\u00favidas, a viv\u00eancia profissional no setor de TI.<\/p>\n\n\n\n<p>Profissionais da \u00e1rea tamb\u00e9m podem se beneficiar de diferentes cursos certifica\u00e7\u00f5es que garantem um conhecimento aprofundado e especializado, tais como:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/www.pluralsight.com\/courses\/programming-with-r?aid=7010a000002BWqGAAW&amp;promo=&amp;utm_source=non_branded&amp;utm_medium=digital_paid_search_google&amp;utm_campaign=EMEA_Dynamic&amp;utm_content=&amp;gclid=CjwKCAiApvebBhAvEiwAe7mHSPasK4ei9fSV5m1JSKWW-XjL2ScYay4nydv6AN5Bha1xSC4IYWVXZBoCffAQAvD_BwE\" target=\"_blank\">Programming with R &#8211; Pluralsight<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.udemy.com\/course\/data-science-and-machine-learning-bootcamp-with-r\/?gclid=CjwKCAiApvebBhAvEiwAe7mHSHA7_3ksNN2KyFcl_DejVIcKWZaaoHz5GlLhww56_jF3Si4drR38SRoCScIQAvD_BwE&amp;matchtype=e&amp;utm_campaign=R_v.PROF_la.EN_cc.ROW_ti.7432&amp;utm_content=deal4584&amp;utm_medium=udemyads&amp;utm_source=adwords&amp;utm_term=_._ag_83977443058_._ad_600596282585_._kw_r+programming+course_._de_c_._dm__._pl__._ti_kwd-296483532921_._li_9076762_._pd__._\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Data Science and Machine Learning Bootcamp with R - Udemy (opens in a new tab)\">Data Science and Machine Learning Bootcamp with R &#8211; Udemy<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.datacamp.com\/courses\/free-introduction-to-r\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\">Introduction to R &#8211; Datacamp<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Salario\">Sal\u00e1rio<\/h2>\n\n\n\n<p>O <strong>sal\u00e1rio de um programador R <\/strong>pode variar dependendo de uma s\u00e9rie de fatores, como \u00e1rea de atua\u00e7\u00e3o, tipo e tamanho da empresa, n\u00edvel de experi\u00eancia e localiza\u00e7\u00e3o.<\/p>\n\n\n\n<p>Nos Estados Unidos, por exemplo, profissionais da \u00e1rea t\u00eam uma renda m\u00e9dia de cerca de <strong>$ 96.100 \/ ano<\/strong>. Profissionais em atua\u00e7\u00e3o no mercado brasileiro recebem cerca de <strong>R$ 32.000 \/ ano<\/strong>. J\u00e1 em Portugal, a carreira pode render em m\u00e9dia <strong>\u20ac 20.000 \/ ano<\/strong>.<\/p>\n\n\n\n<p><strong>Qual o sal\u00e1rio de um programador R?<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Estados Unidos<\/td><td>$ 96.100 \/ ano<\/td><\/tr><tr><td>Portugal<\/td><td>\u20ac 20.000 \/ ano<\/td><\/tr><tr><td>Brasil<\/td><td>R$ 32.000 \/ ano<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Quando ganha um programador R freelancer?<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>Tarifa hor\u00e1ria m\u00e9dia para programadores R (2022)<\/td><td>$ 74\/hora<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>A <strong>tarifa hor\u00e1ria para programadores R freelancers<\/strong> tamb\u00e9m pode variar de acordo com o n\u00edvel de experi\u00eancia do profissional e\/ou dependendo do tipo de projeto a ser realizado.<\/p>\n\n\n\n<p>No entanto, conforme levantamento feito no freelancermap.com em novembro de 2022, profissionais da \u00e1rea podem receber cerca de <strong>$ 74\/hora como freelancers<\/strong>.<\/p>\n\n\n\n<p>A maioria dos freelancers que atuam na \u00e1rea cobram entre&nbsp; <strong>$42<\/strong> e <strong>$105<\/strong> por hora.<\/p>\n\n\n\n<p>Considerando uma tarifa freelancer de <strong>$ 74\/hora<\/strong>, programadores R podem receber at\u00e9 <strong>$ 592\/dia<\/strong> em uma jornada di\u00e1ria de 8 horas de trabalho.<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\">Outros perfis profissionais em desenvolvimento de software<\/h2>\n\n\n\n\n<ul class=\"su-posts su-posts-list-loop \">\n\n\t\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-24885\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/pt\/o-que-faz-desenvolvedor-de-aplicativos\/\">O que faz um desenvolvedor de aplicativos?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-37052\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/pt\/stack-tecnologico\/\">Stack tecnol\u00f3gico: As principais tecnologias<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-26751\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/pt\/o-que-faz-desenvolvedor-salesforce\/\">O que faz um desenvolvedor Salesforce?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-27885\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/pt\/que-faz-desenvolvedor-net\/\">O que faz um desenvolvedor .NET?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\t\t\n\t\t\t\n\t\t\t<li id=\"su-post-36882\" class=\"su-post \">\n\t\t\t\t<a href=\"https:\/\/www.freelancermap.com\/blog\/pt\/o-que-faz-um-desenvolvedor-aws\/\">O que faz um desenvolvedor AWS?<\/a>\n\t\t\t<\/li>\n\n\t\t\t\n<\/ul>\n\n<\/div><\/div>\n\n\n\n<p>&gt;&gt; <a href=\"https:\/\/www.freelancermap.com\/blog\/pt\/guia-profissoes-ti\/#perfis-desenvolvimento-software\">Mais perfis em desenvolvimento de software<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O programador R \u00e9 respons\u00e1vel por usar a linguagem de programa\u00e7\u00e3o R no desenvolvimento de c\u00f3digo para representa\u00e7\u00f5es gr\u00e1ficas de dados. Continue lendo para saber mais sobre este profissional, incluindo o que faz e quanto ganha.<\/p>\n","protected":false},"author":3123,"featured_media":35924,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"categories":[2994,4042],"tags":[3423,3417],"class_list":["post-35914","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-carreira","category-desenvolvimento-software","tag-guia-profissoes","tag-perfis-profissionais"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>O que faz um programador R? | Perfis profissionais em TI<\/title>\n<meta name=\"description\" content=\"\u2713 Fun\u00e7\u00f5es \u2713 Conhecimentos \u2713 Forma\u00e7\u00e3o e cursos \u2713 Sal\u00e1rios \u2713 Tarifa freelancer de $74 \u2794 Saiba mais sobre o papel de um programador R\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.freelancermap.com\/blog\/pt\/que-faz-programador-r\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"O que faz um programador R? 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