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tudo sobre o profissional que ajuda a tomar decis\u00f5es em uma variedade de \u00e1reas\r\n\r\nA ci\u00eancia de dados \u00e9 uma das \u00e1reas de maior crescimento em tecnologia e neg\u00f3cios nos \u00faltimos anos. Isso \u00e9 resultado da crescente quantidade de dados gerados por dispositivos eletr\u00f4nicos, m\u00eddias sociais e outras fontes.\r\n\r\n<\/div>\r\n<div>\r\n\r\nNaturalmente, o crescimento da \u00e1rea demanda um maior n\u00famero de profissionais qualificados. \u00c9 a\u00ed que entra o trabalho do cientista de dados.\r\n\r\n<\/div>\r\n<div>\r\n\r\nVoc\u00ea gosta de programa\u00e7\u00e3o e est\u00e1 por dentro de todas as novidades que surgem no universo tecnol\u00f3gico? Ent\u00e3o continue a leitura para descobrir como profissionalizar suas habilidades e se destacar nesse mercado que s\u00f3 cresce a cada dia.\r\n\r\n<\/div>\r\n<div><strong>\r\nO que faz um cientista de dados e quais s\u00e3o suas habilidades?\r\n<\/strong><\/div>\r\n<div><\/div>\r\n<div>\r\n\r\nCientista de dados \u00e9 o profissional que tem habilidades em matem\u00e1tica, estat\u00edstica, programa\u00e7\u00e3o, entre outras \u00e1reas anal\u00edticas. Ele usa seu conhecimento para gerar insights valiosos de grandes conjuntos de dados.\r\n\r\n<\/div>\r\n<div>\r\n\r\nEm geral, as atividades que um cientista de dados realiza incluem:\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Coleta:\u00a0<\/strong>o profissional trabalha com fontes de dados para coletar informa\u00e7\u00f5es relevantes para o problema em quest\u00e3o. Isso inclui, entre outras coisas, a identifica\u00e7\u00e3o de fontes internas e externas e scraping da web.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Limpeza:<\/strong>\u00a0muitas vezes, os dados coletados precisam ser limpos e organizados para serem utilizados de forma eficaz. O cientista de dados, ent\u00e3o, remove dados duplicados, preenche lacunas e corrige erros de digita\u00e7\u00e3o e formata\u00e7\u00e3o.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>An\u00e1lise:<\/strong>\u00a0tamb\u00e9m \u00e9 atribui\u00e7\u00e3o do cientista de dados usar t\u00e9cnicas estat\u00edsticas e de modelagem para extrair insights. Isso inclui a identifica\u00e7\u00e3o de tend\u00eancias e padr\u00f5es, constru\u00e7\u00e3o de modelos preditivos e testes para avaliar resultados.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Visualiza\u00e7\u00e3o:<\/strong>\u00a0o cientista de dados trabalha para comunicar insights e resultados. Para isso, ele cria gr\u00e1ficos, tabelas e outros documentos que ajudam a transmitir informa\u00e7\u00f5es com mais assertividade.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Implementa\u00e7\u00e3o de solu\u00e7\u00f5es:<\/strong>\u00a0finalmente, o cientista de dados pode trabalhar na constru\u00e7\u00e3o de modelos de previs\u00e3o, a cria\u00e7\u00e3o de ferramentas de visualiza\u00e7\u00e3o de dados e a integra\u00e7\u00e3o de insights em processos de neg\u00f3cios.\r\n\r\n<\/div>\r\n<div><strong>\r\nComo est\u00e1 o mercado de Ci\u00eancia de Dados\r\n<\/strong><\/div>\r\n<div>\r\n\r\nO mercado de Ci\u00eancia de Dados est\u00e1 em constante crescimento. Isso se deve, entre outras coisas, ao aumento das demandas por insights valiosos que automatizam processos e melhoram a tomada de decis\u00f5es em uma empresa.\r\n\r\n<\/div>\r\n<div>\r\n\r\nCom isso, a busca por profissionais qualificados tamb\u00e9m aumenta. Se voc\u00ea est\u00e1 interessado em ingressar nesse mercado ou aperfei\u00e7oar suas habilidades, \u00e9 importante se atentar para alguns elementos.\r\n\r\n<\/div>\r\n<div>\r\n\r\nUm deles diz respeito \u00e0 privacidade e seguran\u00e7a de dados. A tend\u00eancia \u00e9 que as empresas invistam em estrat\u00e9gias e ferramentas que garantam a integridade de informa\u00e7\u00f5es de clientes, produtos, servi\u00e7os e colaboradores.\r\n\r\n<\/div>\r\n<div>\r\n\r\nA automa\u00e7\u00e3o de tarefas tamb\u00e9m deve merecer sua aten\u00e7\u00e3o. Que tal come\u00e7ar a criar solu\u00e7\u00f5es que otimizam tempo na coleta, limpeza, prepara\u00e7\u00e3o e an\u00e1lise de dados?\r\n\r\n<\/div>\r\n<div>\r\n\r\nPor fim, lembre-se de que a Intelig\u00eancia Artificial est\u00e1 cada vez mais integrada em ferramentas de an\u00e1lise de dados. Considere isso se voc\u00ea deseja se destacar no mercado.\r\n\r\n<\/div>\r\n<div><strong>\r\nComo \u00e9 ser\u00a0 Cientista de Dados no Brasil\r\n<\/strong><\/div>\r\n<div>\r\n\r\nO mercado de Ci\u00eancia de Dados no Brasil tem crescido muito nos \u00faltimos anos, o que possibilita uma s\u00e9rie de oportunidades para quem deseja ingressar ou se especializar na \u00e1rea.\r\n\r\n<\/div>\r\n<div>\r\n\r\nDe acordo com um relat\u00f3rio da Associa\u00e7\u00e3o Brasileira de Empresas de Tecnologia da Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o (Brasscom), devem surgir, em m\u00e9dia, 800 mil vagas para profissionais de tecnologia, incluindo cientistas de dados.\r\n\r\n<\/div>\r\n<div>\r\n\r\nDe acordo com a Glassdoor, plataforma de vagas e recrutamento, o sal\u00e1rio m\u00e9dio de um cientista de dados no Brasil varia entre R$6.500 e R$15.000, dependendo da regi\u00e3o e do n\u00edvel de experi\u00eancia.\r\n\r\n<\/div>\r\n<div><strong>\u00c1reas de atua\u00e7\u00e3o\r\n<\/strong><\/div>\r\n<div>\r\n\r\nVoc\u00ea acha que um cientista de dados trabalha apenas em empresas de tecnologia? Se a resposta for sim, \u00e9 preciso desconstruir essa ideia. Estamos falando de uma profiss\u00e3o chave em todos os setores.\r\n\r\n<\/div>\r\n<div>\r\n\r\nIsso inclui ind\u00fastria, sa\u00fade, varejo, transporte, finan\u00e7as, organiza\u00e7\u00f5es governamentais, servi\u00e7os, entre outras possibilidades. Confira a seguir alguns exemplos de trabalhos espec\u00edficos desempenhados por um cientista de dados:\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Analista de dados:<\/strong>\u00a0coleta e processa dados, criando relat\u00f3rios e visualiza\u00e7\u00f5es para ajudar as empresas a tomar decis\u00f5es.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Cientista de dados j\u00fanior:<\/strong>\u00a0trabalha em projetos de an\u00e1lise de dados, sob orienta\u00e7\u00e3o de profissionais mais experientes.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Cientista de dados s\u00eanior:<\/strong>\u00a0lidera equipes e usa ferramentas e tecnologias avan\u00e7adas para analisar grandes conjuntos de dados e desenvolver modelos preditivos.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Engenheiro de dados:<\/strong>\u00a0trabalha com sistemas de armazenamento e processamento de dados em larga escala.\r\n\r\n<\/div>\r\n<div>\r\n\r\n<strong>Especialista em intelig\u00eancia artificial:<\/strong>\u00a0aplica t\u00e9cnicas de\u00a0<em>machine learning<\/em>\u00a0e intelig\u00eancia artificial para analisar dados e desenvolver solu\u00e7\u00f5es inovadoras de neg\u00f3cios.\r\n\r\n<\/div>\r\n<div>\r\n\r\nOs cientistas de dados, geralmente, trabalham em equipes multidisciplinares. Se voc\u00ea quiser ingressar na \u00e1rea, provavelmente, trabalhar\u00e1 com engenheiros de software, analistas de neg\u00f3cios e especialistas em marketing, por exemplo.\r\n\r\n<\/div>\r\n<div><strong>\r\nPronto para se tornar um cientista de dados de sucesso?\r\n<\/strong><\/div>\r\n<div>\r\n\r\nComo a gente j\u00e1 disse, para se tornar um cientista de dados, voc\u00ea precisa, em primeiro lugar, ser apaixonado por matem\u00e1tica, estat\u00edstica, programa\u00e7\u00e3o e comunica\u00e7\u00e3o.\r\n\r\n<\/div>\r\n<div>\r\n\r\nOutro requisito para fazer carreira na \u00e1rea \u00e9 a constante atualiza\u00e7\u00e3o. Afinal, estamos falando de um cen\u00e1rio din\u00e2mico e que evolui a cada ano. Uma coisa \u00e9 fato: estudar vai fazer parte da sua rotina.\r\n\r\n<\/div>\r\n<div>\r\n\r\nJ\u00e1 ouviu falar nos bootcamps e workshops de Data Science do Le Wagon? Todos eles s\u00e3o cuidadosamente planejados para quem deseja conhecer o que h\u00e1 de mais atual quando o assunto \u00e9 coleta, processamento e an\u00e1lise de dados.\r\n\r\n<\/div>\r\n<div>\r\n\r\nVoc\u00ea ter\u00e1 a oportunidade de aprender com professores que s\u00e3o refer\u00eancia na \u00e1rea. Isso sem contar no acesso vital\u00edcio \u00e0 plataforma de cursos e, claro, na possibilidade de fazer networking com profissionais que atuam em diversos pa\u00edses.\r\n\r\n<\/div>\r\n<div>Agora voc\u00ea j\u00e1 sabe tudo sobre a carreira em data science. D\u00ea o pr\u00f3ximo passo e participe de uma comunidade de ensino que pode ajudar voc\u00ea a desenvolver habilidades indispens\u00e1veis para se destacar no mercado de trabalho.<\/div>","_contenu_de_larticle":"field_6412588b55814","titre_de_la_banniere":"","_titre_de_la_banniere":"field_6422eb732c237","paragraphe_de_la_banniere":"","_paragraphe_de_la_banniere":"field_6422ed834a968","intitule_du_bouton_de_la_banniere":"","_intitule_du_bouton_de_la_banniere":"field_6422ed934a969","lien_du_bouton_de_la_banniere":null,"_lien_du_bouton_de_la_banniere":null,"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Cientista de dados: a profiss\u00e3o que mais cresce no Brasil | Blog Le Wagon<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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