{"id":1542,"date":"2025-08-19T03:57:24","date_gmt":"2025-08-19T03:57:24","guid":{"rendered":"https:\/\/kompetenesia.com\/blog\/?p=1542"},"modified":"2025-08-19T04:50:06","modified_gmt":"2025-08-19T04:50:06","slug":"data-analyst-ngapain-aja","status":"publish","type":"post","link":"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/","title":{"rendered":"Data Analyst Ngapain Aja?"},"content":{"rendered":"\n<p>Kita mulai dengan pertanyaan yang sederhana tapi bikin penasaran: <em>&#8220;Data analyst ngapain aja?&#8221;<\/em>&nbsp;Buat kamu yang baru dengar istilah ini atau lagi cari tahu nih, data analyst adalah si jagoan yang bekerja di belakang layar untuk memecahkan misteri angka dan fakta. <\/p>\n\n\n\n<p>Apakah dia cuma ngoprek Excel? Ternyata, lebih dari itu! Yuk, kita ulik secara lebih rinci.<\/p>\n\n\n\n<p>Dengan mengikuti <strong><a href=\"https:\/\/kompetenesia.com\/blog\/sertifikasi-data-analyst\/\">Sertifikasi Data Analyst<\/a><\/strong>, seseorang dapat membuktikan kemampuannya dalam mengolah, menganalisis, dan menginterpretasikan data sehingga lebih percaya diri menghadapi tantangan di dunia kerja yang semakin berfokus pada data.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/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:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#Peran_dan_Tanggung_Jawab_Data_Analyst\" >Peran dan Tanggung Jawab Data Analyst<\/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:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#1_Mengumpulkan_Data\" >1. Mengumpulkan Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#2_Membersihkan_dan_Memproses_Data\" >2. Membersihkan dan Memproses Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#3_Analisis_dan_Visualisasi_Data\" >3. Analisis dan Visualisasi Data<\/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:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#Tools_yang_Biasa_Digunakan\" >Tools yang Biasa Digunakan<\/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:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#1_Software_Spreadsheet_ExcelGoogle_Sheets\" >1. Software Spreadsheet (Excel\/Google Sheets)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#2_Tools_Statistik_dan_BI_Tableau_Power_BI_dsb\" >2. Tools Statistik dan BI (Tableau, Power BI, dsb.)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#Skill_yang_Wajib_Dimiliki\" >Skill yang Wajib Dimiliki<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#1_Analitik_dan_Problem-Solving\" >1. Analitik dan Problem-Solving<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#2_Soft_Skills_dan_Komunikasi\" >2. Soft Skills dan Komunikasi<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#Mengapa_Peran_Ini_Penting_di_Industri\" >Mengapa Peran Ini Penting di Industri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/kompetenesia.com\/blog\/data-analyst-ngapain-aja\/#Kesimpulan\" >Kesimpulan<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Peran_dan_Tanggung_Jawab_Data_Analyst\"><\/span>Peran dan Tanggung Jawab Data Analyst<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sebelum kita melompat ke daftar tugas yang lebih teknis, penting banget bagi kita buat tahu konteks lengkapnya &nbsp;kenapa sih kamu atau perekrut ngomong \u201cdata analyst ngapain aja\u201d? Jawabannya: karena peran ini adalah jembatan antara data yang ribet dan keputusan bisnis yang cemerlang.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Mengumpulkan_Data\"><\/span>1. Mengumpulkan Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Dalam proses \u201cdata analyst ngapain aja\u201d, pertama-tama mereka mengumpulkan data&nbsp;dari berbagai sumber. <\/p>\n\n\n\n<p>Bisa dari database internal, file CSV, API, atau bahkan survei yang dijalankan perusahaan. Intinya: mereka adalah detektif data yang nyari jejak di mana aja.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Membersihkan_dan_Memproses_Data\"><\/span>2. Membersihkan dan Memproses Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Setelah kumpulin data, tugasnya belum selesai: masuk fase membersihkan data. Bayangin seperti bikin kerupuk yang harus dikupas data mentah sering penuh missing values, duplikasi, atau format yang nggak konsisten. Di sini lah si data analyst mainin trik pembersihannya.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Analisis_dan_Visualisasi_Data\"><\/span>3. Analisis dan Visualisasi Data<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Terakhir, data harus diolah dan diinterpretasi. Yang ini bagian seru: si data analyst menganalisis dan memvisualisasikan data&nbsp;pakai grafik, dashboard, atau laporan yang nggak hanya informatif tapi juga menarik buat orang lain.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tools_yang_Biasa_Digunakan\"><\/span>Tools yang Biasa Digunakan<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sebelum membahas tool secara detail, penting dipahami bahwa ketika orang penasaran dengan \u201cdata analyst ngapain aja\u201d, mereka juga kepo: alat apa sih yang dipakai supaya pekerjaan itu bisa kelar?<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Software_Spreadsheet_ExcelGoogle_Sheets\"><\/span>1. Software Spreadsheet (Excel\/Google Sheets)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Ini adalah senjata utama banyak data analyst, apalagi yang baru mulai. Dengan formula, pivot table, dan fitur-fitur lainnya, mereka sudah bisa wujudkan analisis dasar&nbsp;dan sering jadi first-step analisis mereka.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Tools_Statistik_dan_BI_Tableau_Power_BI_dsb\"><\/span>2. Tools Statistik dan BI (Tableau, Power BI, dsb.)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Kalau datanya sudah segambreng dan butuh visual yang more advanced, tools seperti Tableau dan Power BI jadi andalan. <\/p>\n\n\n\n<p>Plus, mereka juga pakai bahasa pemrograman statistik seperti Python dan R untuk analisis yang lebih kompleks.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Skill_yang_Wajib_Dimiliki\"><\/span>Skill yang Wajib Dimiliki<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sebelum melompat ke tugas-tugas detail lainnya, mari kita renungkan: dalam proses \u201cdata analyst ngapain aja\u201d, apa sih skill yang paling diandalkan?<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Analitik_dan_Problem-Solving\"><\/span>1. Analitik dan Problem-Solving<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Yang paling penting tentu saja skill analitis bahkan nggak cukup sekadar tahu angka, tapi harus tahu gimana merancang solusi dari temuan data. Pikir kritis + kreativitas itu dua kombinasi maut di dunia ini.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Soft_Skills_dan_Komunikasi\"><\/span>2. Soft Skills dan Komunikasi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Jadi, data analyst nggak bisa diem di belakang layar terus mereka harus bisa menjelaskan temuan secara ringkas dan engaging buat stakeholders yang mungkin nggak ngerti teknis. Komunikasi tuh skill yang sering banget jadi pembeda.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Mengapa_Peran_Ini_Penting_di_Industri\"><\/span>Mengapa Peran Ini Penting di Industri<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Kalau lo masih mikir <em>\u201cdata analyst ngapain aja?\u201d<\/em>&nbsp;yuk kita tarik benang merahnya: mereka adalah penggerak perubahan berbasis fakta. <\/p>\n\n\n\n<p>Bayangin keputusan bisnis yang cuma berdasar feeling, versus yang berdasar analisis data nyata. <\/p>\n\n\n\n<p>Bedanya tuh kaya sinetron vs TED Talk analitik bikin keputusan lebih objektif dan near fool\u001eproof.<\/p>\n\n\n\n<p>Di berbagai sektor mulai dari e-commerce, perbankan, manufacturing, hingga start\u001eup teknologi data analyst jadi kebutuhan. <\/p>\n\n\n\n<p>Mereka bantu optimalisasi proses, minimalkan biaya, dan bantu capai insight baru yang bisa turunin risiko atau naikin pendapatan.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kesimpulan\"><\/span>Kesimpulan<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Semoga artikel ini bukan cuma nambah pengetahuan, tapi juga bikin kamu makin yakin kalau data analyst itu keren plus punya peran vital untuk masa depan berbasis data.<\/p>\n\n\n\n<p>Kalau kamu mau explore lebih lanjut misalnya contoh tools gratis, FAQ, atau belajar lewat proyek tinggal bilang aja ya, kita siap lanjut cerita!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kita mulai dengan pertanyaan yang sederhana tapi bikin penasaran: &#8220;Data analyst ngapain aja?&#8221;&nbsp;Buat kamu yang baru dengar istilah ini atau lagi cari tahu nih, data analyst adalah si jagoan yang&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1545,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"none","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[125],"tags":[168,195],"class_list":["post-1542","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analyst","tag-analyst","tag-data","article","has-background","has-excerpt","has-avatar","has-author","has-date","has-comment-count","has-category-meta","has-read-more","has-post-media","thumbnail-"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Analyst Ngapain Aja? 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