{"id":1816,"date":"2026-03-06T16:30:20","date_gmt":"2026-03-06T09:30:20","guid":{"rendered":"https:\/\/www.ciputra.ac.id\/isb\/?p=1816"},"modified":"2026-03-06T16:30:20","modified_gmt":"2026-03-06T09:30:20","slug":"data-engineering-sistem-informasi-uc","status":"publish","type":"post","link":"https:\/\/www.ciputra.ac.id\/isb\/data-engineering-sistem-informasi-uc\/","title":{"rendered":"Sistem Informasi Surabaya: Panduan Awal Karir Data Engineering"},"content":{"rendered":"<p data-path-to-node=\"8\">Di era digital, data adalah aset terbesar perusahaan. Namun, tahukah Anda siapa pengelola data tersebut? Jawabannya adalah profesi Data Engineer. Oleh karena itu, peran profesi ini sangat penting di industri. Saat ini, Anda mungkin sedang mencari tempat Kuliah Sistem Informasi di Surabaya. Jika iya, Sistem Informasi UC adalah pilihan yang paling tepat. Di sini, bidang Data Engineering menjadi salah satu keahlian unggulan. Artikel ini akan membahas singkat tentang dunia <i data-path-to-node=\"8\" data-index-in-node=\"474\">data pipeline<\/i>.<\/p>\n<h2 data-path-to-node=\"9\">Apa Itu Data Engineering dalam <i data-path-to-node=\"9\" data-index-in-node=\"31\">Information Systems<\/i>?<\/h2>\n<p data-path-to-node=\"10\">Secara ringkas, Data Engineering adalah praktik merancang sebuah sistem data. Sistem ini bertugas mengumpulkan, menyimpan, dan menganalisis data besar. Selanjutnya, mari bayangkan profesi ini seperti seorang perencana kota. Mereka membangun jalan atau <i data-path-to-node=\"10\" data-index-in-node=\"252\">pipeline<\/i> yang khusus. Hasilnya, lalu lintas data bisa mengalir dengan sangat efisien.<\/p>\n<p data-path-to-node=\"11\">Memang, banyak orang sangat terpukau dengan <i data-path-to-node=\"11\" data-index-in-node=\"44\">Artificial Intelligence<\/i> (AI). Namun, teknologi canggih itu membutuhkan fondasi yang kuat. Tanpa data yang rapi, AI tidak akan bisa bekerja. Di sinilah Data Engineer berperan sangat penting. Mereka membangun infrastruktur data yang andal. Alhasil, aliran data berjalan mulus untuk dianalisis oleh analis.<\/p>\n<h2 data-path-to-node=\"13\">Mengenal Siklus Hidup Data (Data Lifecycle)<\/h2>\n<p data-path-to-node=\"14\">Sebagai mahasiswa Sistem Informasi Surabaya di UC, Anda akan belajar banyak hal. Salah satunya adalah siklus perjalanan sebuah data. Secara umum, proses ini melewati lima tahapan utama sebagai berikut:<\/p>\n<ul data-path-to-node=\"15\">\n<li>\n<p data-path-to-node=\"15,0,1\"><span data-path-to-node=\"15,0,1,0\"><b data-path-to-node=\"15,0,1,0\" data-index-in-node=\"0\"><span class=\"citation-242\">Data Generation:<\/span><\/b><span class=\"citation-242\"> Tahap awal ini terjadi saat data mulai dihasilkan<\/span><\/span><span data-path-to-node=\"15,0,1,1\"><span class=\"citation-242 citation-end-242\"><\/span><\/span><span data-path-to-node=\"15,0,1,2\">. <\/span><span data-path-to-node=\"15,0,1,3\"><span class=\"citation-241\"><\/span><\/span><span data-path-to-node=\"15,0,1,4\"><span class=\"citation-241\">Misalnya, data dari klik pengguna di sebuah aplikasi atau transaksi bisnis<\/span><\/span><span data-path-to-node=\"15,0,1,5\"><span class=\"citation-241 citation-end-241\"><\/span><\/span><span data-path-to-node=\"15,0,1,6\">.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"15,1,1\"><span data-path-to-node=\"15,1,1,0\"><b data-path-to-node=\"15,1,1,0\" data-index-in-node=\"0\"><span class=\"citation-240\">Data Storage:<\/span><\/b><span class=\"citation-240\"> Tahap ini menentukan lokasi aman penyimpanan data<\/span><\/span><span data-path-to-node=\"15,1,1,1\"><span class=\"citation-240 citation-end-240\"><\/span><\/span><span data-path-to-node=\"15,1,1,2\">. <\/span><span data-path-to-node=\"15,1,1,3\"><span class=\"citation-239\"><\/span><\/span><span data-path-to-node=\"15,1,1,4\"><span class=\"citation-239\">Contohnya adalah pemakaian <\/span><i data-path-to-node=\"15,1,1,4\" data-index-in-node=\"27\"><span class=\"citation-239\">Data Warehouse<\/span><\/i><span class=\"citation-239\"> populer seperti Google BigQuery<\/span><\/span><span data-path-to-node=\"15,1,1,5\"><span class=\"citation-239 citation-end-239\"><\/span><\/span><span data-path-to-node=\"15,1,1,6\">.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"15,2,1\"><span data-path-to-node=\"15,2,1,0\"><b data-path-to-node=\"15,2,1,0\" data-index-in-node=\"0\"><span class=\"citation-238\">Data Ingestion:<\/span><\/b><span class=\"citation-238\"> Selanjutnya, data dipindahkan dari sumber ke ruang penyimpanan<\/span><\/span><span data-path-to-node=\"15,2,1,1\"><span class=\"citation-238 citation-end-238\"><\/span><\/span><span data-path-to-node=\"15,2,1,2\">. <\/span><span data-path-to-node=\"15,2,1,3\"><span class=\"citation-237\"><\/span><\/span><span data-path-to-node=\"15,2,1,4\"><span class=\"citation-237\">Proses ini bisa berjalan secara <\/span><i data-path-to-node=\"15,2,1,4\" data-index-in-node=\"32\"><span class=\"citation-237\">batch<\/span><\/i><span class=\"citation-237\"> maupun <\/span><i data-path-to-node=\"15,2,1,4\" data-index-in-node=\"45\"><span class=\"citation-237\">streaming<\/span><\/i><\/span><span data-path-to-node=\"15,2,1,5\"><span class=\"citation-237 citation-end-237\"><\/span><\/span><span data-path-to-node=\"15,2,1,6\">.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"15,3,1\"><span data-path-to-node=\"15,3,1,0\"><b data-path-to-node=\"15,3,1,0\" data-index-in-node=\"0\"><span class=\"citation-236\">Data Transformation:<\/span><\/b><span class=\"citation-236\"> Setelah itu, data yang kotor harus segera dibersihkan<\/span><\/span><span data-path-to-node=\"15,3,1,1\"><span class=\"citation-236 citation-end-236\"><\/span><\/span><span data-path-to-node=\"15,3,1,2\">. Tujuannya agar format data siap dipakai untuk tahap analisis.<\/span><\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"15,4,1\"><span data-path-to-node=\"15,4,1,0\"><b data-path-to-node=\"15,4,1,0\" data-index-in-node=\"0\"><span class=\"citation-235\">Data Serving:<\/span><\/b><span class=\"citation-235\"> Pada tahap akhir, data tersebut siap untuk disajikan<\/span><\/span><span data-path-to-node=\"15,4,1,1\"><span class=\"citation-235 citation-end-235\"><\/span><\/span><span data-path-to-node=\"15,4,1,2\">. <\/span><span data-path-to-node=\"15,4,1,3\"><span class=\"citation-234\"><\/span><\/span><span data-path-to-node=\"15,4,1,4\"><span class=\"citation-234\">Pengambil keputusan bisa melihat hasilnya melalui <\/span><i data-path-to-node=\"15,4,1,4\" data-index-in-node=\"50\"><span class=\"citation-234\">dashboard<\/span><\/i><span class=\"citation-234\"> analitik seperti Tableau atau Power BI<\/span><\/span><span data-path-to-node=\"15,4,1,5\"><span class=\"citation-234 citation-end-234\"><\/span><\/span><span data-path-to-node=\"15,4,1,6\">.<\/span><\/p>\n<\/li>\n<\/ul>\n<h2 data-path-to-node=\"15\">Keterampilan Teknis dan Prospek Karir<\/h2>\n<p data-path-to-node=\"16\">Tentu saja, seorang Data Engineer butuh berbagai <i data-path-to-node=\"16\" data-index-in-node=\"49\">hard skill<\/i>. Pertama, Anda akan belajar bahasa pemrograman Python dan SQL. Kedua, Anda harus pandai dalam mengelola sebuah <i data-path-to-node=\"16\" data-index-in-node=\"171\">database<\/i>. Terakhir, Anda akan diajarkan memakai teknologi modern seperti Docker.<\/p>\n<p data-path-to-node=\"17\">Penerapan ilmu ini ternyata sangatlah luas. Sebagai contoh, mari kita lihat aplikasi GoJek atau Grab. Di sana, Data Engineer memastikan jutaan data perjalanan terkumpul rapi. Selain itu, data tersebut juga harus bisa diakses secara cepat. Sistem operasional utama perusahaan pun tidak boleh menjadi lambat. Kesimpulannya, jalur karir ini memiliki tingkat permintaan yang sangat tinggi.<\/p>\n<h2 data-path-to-node=\"18\">Bangun Karir Anda Bersama <i data-path-to-node=\"18\" data-index-in-node=\"26\">Information Systems for Business<\/i><\/h2>\n<p data-path-to-node=\"19\">Di Program Studi Sistem Informasi Universitas Ciputra, teori saja tidaklah cukup. Oleh sebab itu, kami mewajibkan praktik keterampilan teknis secara langsung. Mahasiswa pasti menggunakan berbagai perangkat lunak industri yang terkini. Apakah Anda siap menjadi inovator andal di bisnis digital? Mari mulai langkah sukses Anda bersama Sistem Informasi UC.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Di era digital, data adalah aset terbesar perusahaan. Namun, tahukah Anda siapa pengelola data tersebut? Jawabannya adalah profesi Data Engineer. Oleh karena itu, peran profesi ini sangat penting di industri. Saat ini, Anda mungkin sedang mencari tempat Kuliah Sistem Informasi di Surabaya. Jika iya, Sistem Informasi UC adalah pilihan yang paling tepat. Di sini, bidang&#8230;<\/p>\n","protected":false},"author":15,"featured_media":1818,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1816","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-isb-article"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Sistem Informasi Surabaya: Panduan Awal Karir Data Engineering - Sistem Informasi Universitas Ciputra<\/title>\n<meta name=\"description\" content=\"Pelajari dasar Data Engineering dan prospek karirnya. 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