{"id":5618,"date":"2024-12-27T04:39:06","date_gmt":"2024-12-27T04:39:06","guid":{"rendered":"https:\/\/isophal.com\/?p=5618"},"modified":"2024-12-27T07:02:20","modified_gmt":"2024-12-27T07:02:20","slug":"%e1%9e%8f%e1%9e%be-programming-languages-%e1%9e%a2%e1%9f%92%e1%9e%9c%e1%9e%b8%e1%9e%81%e1%9f%92%e1%9e%9b%e1%9f%87%e1%9e%8a%e1%9f%82%e1%9e%9b%e1%9e%8f%e1%9f%92%e1%9e%9a%e1%9e%bc%e1%9e%9c%e1%9e%94-4","status":"publish","type":"post","link":"https:\/\/isophal.com\/news\/2024\/12\/27\/5618.html\/","title":{"rendered":"\u178f\u17be Programming Languages \u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT?"},"content":{"rendered":"<h3><strong>\u179f\u17d2\u179c\u17c2\u1784\u1799\u179b\u17cb\u1796\u17b8\u1797\u17b6\u179f\u17b6\u1796\u17b8\u179a\u1794\u17c0\u1794\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT<\/strong><\/h3>\n<p>\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT \u1798\u17b6\u1793\u1797\u17b6\u179f\u17b6\u1780\u17c6\u178e\u178f\u17cb\u1785\u17d2\u179a\u17be\u1793\u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8, \u1780\u17b6\u179a\u1794\u1784\u17d2\u1780\u17be\u178f\u179c\u17c1\u1794\u179f\u17b6\u1799, \u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792, 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\u1793\u17b7\u1784\u178f\u1798\u17d2\u179a\u17bc\u179c\u1780\u17b6\u179a\u1795\u17d2\u1791\u17b6\u179b\u17cb\u1793\u17c3\u1798\u17bb\u1781\u179a\u1794\u179a\u1795\u17d2\u179f\u17c1\u1784\u17d7\u17d4 \u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1798\u17c1\u179a\u17c0\u1793\u1793\u17c1\u17c7 \u1799\u17be\u1784\u1793\u17b9\u1784\u1796\u1793\u17d2\u1799\u179b\u17cb\u1796\u17b8\u1797\u17b6\u179f\u17b6 \u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1780\u17d2\u1793\u17bb\u1784\u1798\u17bb\u1781\u179a\u1794\u179a\u1795\u17d2\u179f\u17c1\u1784\u17d7\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT \u178a\u17bc\u1785\u1787\u17b6 <strong>Frontend Developer<\/strong>, <strong>Backend Developer<\/strong>, <strong>Fullstack Developer<\/strong>, <strong>QA Engineer<\/strong>, <strong>Mobile Developer<\/strong>, <strong>Ethical Hacker<\/strong>, <strong>Data Scientist<\/strong>, \u1793\u17b7\u1784 <strong>Data Analyst<\/strong>\u17d4<\/p>\n<ul>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b frontend developer \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b backend developer \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b Full stack developer \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b QA Engineer \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b Mobile Developer \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b Ethical Hacker \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b Data Science \u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<li>\u178f\u17be\u1797\u17b6\u179f\u17b6\u17a2\u17d2\u179c\u17b8\u1781\u17d2\u179b\u17c7\u178a\u17c2\u179b\u17a2\u17d2\u1793\u1780\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0 (Data Analyst) \u1799\u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb?<\/li>\n<\/ul>\n<h3><img decoding=\"async\" src=\"https:\/\/img.resized.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\/adobestock-301700700.jpeg\" alt=\"A woman is typing code on a computer in a workplace.\" \/><\/h3>\n<h3>1. <strong>Frontend Developer<\/strong><\/h3>\n<p>Frontend Developer 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\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1797\u17b6\u179f\u17b6\u1793\u17c1\u17c7\u178a\u17be\u1798\u17d2\u1794\u17b8\u179f\u179a\u179f\u17c1\u179a markup \u17b1\u17d2\u1799 page \u1798\u17b6\u1793\u1793\u17d0\u1799\u1790\u17b6 (\u179a\u1785\u1793\u17b6\u179f\u1798\u17d2\u1796\u17d0\u1793\u17d2\u1792 sections \u1780\u1790\u17b6\u1781\u178e\u17d2\u178c \u1780\u17b6\u179a\u179a\u17c0\u1794\u1785\u17c6 elements \u1793\u17c5\u179b\u17be\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a)\u17d4 HTML \u1798\u17b6\u1793 tags \u178a\u17c2\u179b\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u1784\u17d2\u17a0\u17b6\u1789\u1793\u17c5\u179b\u17be\u17a2\u17c1\u1780\u17d2\u179a\u1784\u17cb\u17d4<\/li>\n<li><strong>CSS (Cascading Style Sheets)<\/strong>: \u1791\u1791\u17bd\u179b\u1781\u17bb\u179f\u178f\u17d2\u179a\u17bc\u179c\u1785\u17c6\u1796\u17c4\u17c7\u1780\u17b6\u179a\u1780\u17c6\u178e\u178f\u17cb\u179a\u1785\u1793\u17b6\u1794\u17d0\u1791\u17d2\u1798\u1793\u17b7\u1784\u1791\u17b8\u178f\u17b6\u17c6\u1784\u1793\u17c3\u1792\u17b6\u178f\u17bb\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784 browser\u17d4 \u179c\u17b6\u1787\u17bd\u1799\u1794\u1793\u17d2\u1790\u17c2\u1798\u179f\u17d2\u1791\u17b8\u179b \u1796\u178e\u17cc \u1793\u17b7\u1784 \u1780\u17b6\u179a\u179a\u1785\u1793\u17b6\u179a\u17bc\u1794\u1797\u17b6\u1796\u1793\u17c3\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u1787\u17b6 Organically Embed Indentation\u17d4<\/li>\n<li><strong>JavaScript<\/strong>: \u1792\u17d2\u179c\u17be\u17b1\u17d2\u1799\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u1798\u17b6\u1793\u17a2\u1793\u17d2\u178f\u179a\u1780\u1798\u17d2\u1798\u17d4 \u17a2\u17d2\u1793\u1780\u179f\u179a\u179f\u17c1\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be\u179c\u17b6\u178a\u17be\u1798\u17d2\u1794\u17b8\u1794\u1793\u17d2\u1790\u17c2\u1798\u1792\u17b6\u178f\u17bb dynamic (sliders, pop-ups) \u179a\u1780\u17d2\u179f\u17b6\u17a2\u1793\u17d2\u178f\u179a\u1780\u1798\u17d2\u1798\u17d6 \u1796\u17bd\u1780\u179c\u17b6\u1793\u17b9\u1784\u1798\u17b6\u1793\u1794\u17d2\u179a\u178f\u17b7\u1780\u1798\u17d2\u1798\u1785\u17c6\u1796\u17c4\u17c7\u179f\u1780\u1798\u17d2\u1798\u1797\u17b6\u1796\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb (\u1780\u17b6\u179a\u1785\u17bb\u1785 \u17ac \u1785\u179b\u1793\u17b6) \u1793\u17b7\u1784\u1780\u17b6\u179a\u1795\u17d2\u179b\u17b6\u179f\u17cb\u1794\u17d2\u178f\u17bc\u179a\u17d4 \u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 News Feed \u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1794\u178e\u17d2\u178f\u17b6\u1789\u179f\u1784\u17d2\u1782\u1798\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a load \u1793\u17c5\u1796\u17c1\u179b\u178a\u17c2\u179b\u17a2\u17d2\u1793\u1780 scroll \u178a\u17c4\u1799\u179f\u17b6\u179a\u178f\u17c2 JavaScript\u17d4 \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1782\u1798\u17d2\u179a\u17c4\u1784\u179f\u17d2\u1798\u17bb\u1782\u179f\u17d2\u1798\u17b6\u1789 \u179c\u17b6\u1787\u17b6\u1780\u17b6\u179a\u1794\u17d2\u179a\u179f\u17be\u179a\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be frameworks \u1793\u17b7\u1784 libraries \u178a\u17c2\u179b\u1782\u17c1\u1794\u1784\u17d2\u1780\u17be\u178f\u17a0\u17be\u1799 (React, Angular or Vue)\u17d4 \u1787\u17b6\u1789\u17b9\u1780\u1789\u17b6\u1794\u17cb\u1796\u17bd\u1780\u1799\u17be\u1784\u1780\u17cf\u1783\u17be\u1789 JavaScript \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1793\u17c5\u1795\u17d2\u1793\u17c2\u1780 backend \u1795\u1784\u178a\u17c2\u179a\u17a5\u17a1\u17bc\u179c\u1793\u17c1\u17c7\u17d4<\/li>\n<li><strong>TypeScript<\/strong>: \u1787\u17b6\u1797\u17b6\u179f\u17b6\u179a\u1785\u17c6\u1793\u17bd\u1793 JavaScript \u178a\u17c2\u179b\u1798\u17b6\u1793\u1780\u17b6\u179a\u1780\u17c6\u178e\u178f\u17cb\u1780\u17b6\u179a\u1780\u17b6\u1793\u17cb\u1780\u17b6\u1794\u17cb\u1780\u17bc\u178a\u1794\u17b6\u1793\u179b\u17d2\u17a2\u17d4<\/li>\n<li><strong>Frameworks and Libraries<\/strong>: React.js, Angular, Vue.js \u179f\u17c6\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u17b6\u179a\u1794\u1784\u17d2\u17a0\u17b6\u1789\u17b2\u17d2\u1799\u1798\u17b6\u1793\u1794\u17d2\u179a\u179f\u17b7\u1791\u17d2\u1792\u1797\u17b6\u1796\u17d4<\/li>\n<\/ul>\n<h3>2. <strong>Backend Developer<\/strong><\/h3>\n<p>Backend Developer \u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1793\u17c5\u1795\u17d2\u1793\u17c2\u1780 server-side \u1793\u17c3\u1795\u179b\u17b7\u178f\u1795\u179b \u179c\u17b6\u1787\u17b6\u1795\u17d2\u1793\u17c2\u1780\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u179b\u17b6\u1780\u17cb\u1794\u17b6\u17c6\u1784\u1796\u17b8\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u17d4 \u178a\u17c2\u179b\u179c\u17b6\u1798\u17b7\u1793\u178f\u17d2\u179a\u17b9\u1798\u178f\u17c2\u1798\u17b6\u1793\u1797\u17b6\u1796\u1785\u17b6\u17c6\u1794\u17b6\u1785\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u1794\u17c9\u17bb\u178e\u17d2\u178e\u17c4\u17c7\u1791\u17c1 \u1794\u17c9\u17bb\u1793\u17d2\u178f\u17c2\u1780\u17cf\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1791\u17bc\u179a\u179f\u17d0\u1796\u17d2\u1791 \u1793\u17b7\u1784\u17a0\u17d2\u1782\u17c1\u1798\u17a2\u1793\u17a1\u17b6\u1789\u178a\u17c2\u179b\u1798\u17b6\u1793\u17a2\u17d2\u1793\u1780\u179b\u17c1\u1784\u1785\u17d2\u179a\u17be\u1793\u1795\u1784\u178a\u17c2\u179a\u17d4 \u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 \u178a\u17bc\u1785\u1787\u17b6\u1792\u1793\u17b6\u1782\u17b6\u179a\u1794\u17d2\u179a\u17be\u179c\u17b6\u178a\u17be\u1798\u17d2\u1794\u17b8\u179c\u17b7\u1797\u17b6\u1782\u1780\u17b6\u179a\u1791\u17bc\u1791\u17b6\u178f\u17cb\u1796\u17b8 terminals \u1793\u17b7\u1784 \u179a\u1785\u1793\u17b6 storage systems \u17d4<\/p>\n<p><strong>Backend Developer<\/strong> \u1782\u17ba\u1787\u17b6\u17a2\u17d2\u1793\u1780\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1795\u17d2\u1793\u17c2\u1780\u179f\u17c1\u179c\u17b6\u1780\u1798\u17d2\u1798\u1780\u17d2\u179a\u17c4\u1799\u1780\u17d2\u179a\u17c4\u1799\u178a\u17c2\u179b\u1794\u17d2\u179a\u17be\u179f\u17c6\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1787\u17bd\u179a\u1794\u178e\u17d2\u178a\u17b6\u1789\u1795\u17d2\u1791\u17b6\u179b\u17cb, \u1780\u17b6\u179a\u1794\u1784\u17d2\u1780\u17be\u178f\u1793\u17b7\u1784\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u1798\u17bc\u179b\u178a\u17d2\u178b\u17b6\u1793\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799, \u1793\u17b7\u1784\u1780\u17b6\u179a\u1795\u17d2\u1782\u178f\u17cb\u1795\u17d2\u1782\u1784\u17cb API\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179f\u17c6\u179a\u17b6\u1794\u17cb Backend Development \u1798\u17b6\u1793\u178a\u17bc\u1785\u1781\u17b6\u1784\u1780\u17d2\u179a\u17c4\u1798\u17d6<\/p>\n<ul>\n<li><strong>Java<\/strong>: \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u1796\u17c1\u1789\u1793\u17b7\u1799\u1798\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u179f\u17c1\u179c\u17b6\u1780\u1798\u17d2\u1798\u1793\u17b6\u1793\u17b6 \u1793\u17b7\u1784\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1780\u1798\u17d2\u179a\u17b7\u178f\u1792\u17c6\u17d7\u17d4<\/li>\n<li><strong>Python<\/strong>: \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1792\u17c6\u17d7, Web Frameworks \u178a\u17bc\u1785\u1787\u17b6 Django, Flask\u17d4<\/li>\n<li><strong>PHP<\/strong>: \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u1794\u17d2\u179a\u17be\u179f\u17c6\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d Web applications \u1787\u17b6 Programming Language \u178a\u17c2\u179b\u1798\u17b6\u1793\u1780\u17b6\u179a\u1796\u17c1\u1789\u1793\u17b7\u1799\u1798\u1794\u17c6\u1795\u17bb\u178f\u1796\u17d2\u179a\u17c4\u17c7\u179c\u17b6\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u179a\u1785\u1793\u17b6\u17a1\u17be\u1784\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb backend sites\u17d4 \u1780\u17bc\u178a PHP \u1795\u17d2\u1791\u17c1\u179a\u1796\u17d0\u178f\u17cc\u1798\u17b6\u1793\u1796\u17b8 database \u1791\u17c5 frontend\u17d4 \u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 \u179c\u17b6\u1794\u1784\u17d2\u17a0\u17b6\u1789\u1796\u17b8\u1795\u179b\u17b7\u178f\u1795\u179b\u178a\u17bc\u1785\u1787\u17b6\u1788\u17d2\u1798\u17c4\u17c7\u1793\u17b7\u1784\u178f\u1798\u17d2\u179b\u17c3\u179a\u1794\u179f\u17cb\u179c\u17b6\u1793\u17c5\u179b\u17be page \u1793\u17c3\u17a0\u17b6\u1784\u17a2\u1793\u17a1\u17b6\u1789\u17d4 \u1787\u17b6\u1798\u17bd\u1799\u1793\u17b9\u1784 frameworks \u178a\u17bc\u1785\u1787\u17b6 Symfony \u17ac Laravel \u17a2\u17d2\u1793\u1780\u17a2\u17b6\u1785\u1780\u17b6\u178f\u17cb\u1794\u1793\u17d2\u1790\u1799\u1780\u17b6\u179a\u1784\u17b6\u179a\u178a\u178a\u17c2\u179b\u17d7\u178a\u17c4\u1799\u1780\u17b6\u179a\u1798\u17b7\u1793\u1781\u17d2\u1787\u17c7\u1781\u17d2\u1787\u17b6\u1799\u1796\u17c1\u179b\u179c\u17c1\u179b\u17b6\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8 standard modules \u17a1\u17be\u1784\u179c\u17b7\u1789 \u178a\u17bc\u1785\u1787\u17b6 Laravel, Symfony\u17d4<\/li>\n<li><strong>Ruby<\/strong>: \u1787\u17b6\u1797\u17b6\u179f\u17b6\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1793\u17c5\u179b\u17be Ruby on Rails framework\u17d4<\/li>\n<li><strong>Node.js (JavaScript)<\/strong>: \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d JavaScript \u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784 server-side\u17d4<\/li>\n<li><strong>C#<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1793\u17c5\u179b\u17be .NET framework \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1796\u17c1\u1789\u1793\u17b7\u1799\u1798\u1796\u17b8\u179f\u17c6\u178e\u17b6\u1780\u17cb developers \u1796\u17d2\u179a\u17c4\u17c7\u179c\u17b6\u1798\u17b6\u1793\u1790\u17b6\u1798\u1796\u179b\u179a\u1794\u179f\u17cb\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/C%2B%2B\">C++<\/a>\u00a0\u1794\u17c9\u17bb\u1793\u17d2\u178f\u17c2\u179c\u17b6\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1794\u17d2\u179a\u17be\u1787\u17b6\u1784\u178a\u17c4\u1799\u179f\u17b6\u179a\u179c\u17b6\u1780\u17b6\u179a\u1796\u17b6\u179a commands \u1796\u17b8 errors \u178a\u17c2\u179b\u1787\u17b6\u1792\u1798\u17d2\u1798\u178f\u17b6\u179c\u17b6\u17a2\u17b6\u1785\u1792\u17d2\u179c\u17be\u17b1\u17d2\u1799\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/C%2B%2B\">C++<\/a>\u00a0 \u1785\u17d2\u179a\u17a1\u17c6\u1794\u17b6\u1793\u17d4<\/li>\n<li><strong>Go (Golang)<\/strong>: \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u1798\u17b6\u1793\u1780\u17b6\u179a\u179b\u17bc\u178f\u179b\u17b6\u179f\u17cb\u1799\u17c9\u17b6\u1784\u1786\u17b6\u1794\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1794\u1784\u17d2\u1780\u17be\u178f Backend Services \u1794\u17d2\u179a\u179f\u17b7\u1791\u17d2\u1792\u1797\u17b6\u1796\u1781\u17d2\u1796\u179f\u17cb\u17a2\u17b6\u1785\u1787\u17bd\u1799 implement backend \u178a\u17c2\u179b\u1787\u17bd\u1799\u17b1\u17d2\u1799 product \u1793\u17b9\u1784\u1792\u17d2\u179c\u17be\u17a2\u1793\u17d2\u178f\u179a\u1780\u1798\u17d2\u1798\u17d4 \u179c\u17b6\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1787\u17b6\u1789\u17b9\u1780\u1789\u17b6\u1794\u17cb\u1794\u17c6\u1795\u17bb\u178f\u178a\u17be\u1798\u17d2\u1794\u17b8\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d microservices \u1793\u17b7\u1784 high-load projects \u178a\u17c2\u179b\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1787\u17b6\u1785\u17d2\u179a\u17be\u1793\u1780\u17c6\u1796\u17bb\u1784\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799 website \u17ac application\u17d4<\/li>\n<\/ul>\n<h3>3. <strong>FullStack Developer<\/strong><\/h3>\n<p>Fullstack Developer \u179a\u17b6\u1794\u17cb\u179a\u1784\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1791\u17b6\u17c6\u1784\u1795\u17d2\u1793\u17c2\u1780\u1781\u17b6\u1784 frontend \u1793\u17b7\u1784\u1795\u17d2\u1793\u17c2\u1780\u1781\u17b6\u1784 backend\u17d4 \u1782\u17b6\u178f\u17cb\/\u1793\u17b6\u1784\u17a2\u17b6\u1785\u1794\u1784\u17d2\u1780\u17be\u178f web application \u1791\u17b6\u17c6\u1784\u1798\u17bc\u179b\u1796\u17b8 layout \u1798\u17bd\u1799\u1791\u17c5\u1787\u17b6 business logic \u1793\u17c5\u179b\u17be\u1798\u17c9\u17b6\u179f\u17ca\u17b8\u1793 server\u17d4 Full Stack \u1794\u1784\u17d2\u1780\u17be\u178f\u179f\u17d2\u1790\u17b6\u1794\u178f\u17d2\u1799\u1780\u1798\u17d2\u1798 \u1793\u17b7\u1784\u179f\u17d2\u1793\u17bc\u179b\u1793\u17c3\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a \u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1798\u17bb\u1781\u1784\u17b6\u179a \u179f\u179a\u179f\u17c1\u179a\u1780\u17bc\u178a \u1794\u1784\u17d2\u1780\u17be\u178f\u1791\u17c6\u1796\u17d0\u179a\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u178a\u17c4\u1799\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u1796\u17b8 layout testing \u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a \u17a0\u17be\u1799\u1793\u17b7\u1784\u1792\u17d2\u179c\u17be\u1794\u1785\u17d2\u1785\u17bb\u1794\u17d2\u1794\u1793\u17d2\u1793\u1797\u17b6\u1796 databases \u1793\u17b7\u1784 sections\u17d4<\/p>\n<p>\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a backend\u17d4 \u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 \u1797\u17b6\u179f\u17b6 Python \u179a\u17bd\u1798\u1794\u1789\u17d2\u1785\u17bc\u179b\u1782\u17d2\u1793\u17b6\u1787\u17b6\u1798\u17bd\u1799 Django \u17ac PHP framework \u1793\u17b7\u1784 framework \u1798\u17bd\u1799\u1780\u17d2\u1793\u17bb\u1784\u1785\u17c6\u178e\u17c4\u1798\u17d6 Laravel, YII, \u17ac Symfony\u17d4 \u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784 C# \u17a2\u17d2\u1793\u1780\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be framework ASP.Net \u17a0\u17be\u1799\u1794\u17be\u179f\u17c6\u179a\u17b6\u1794\u17cb Java \u179c\u17b7\u1789\u17a2\u17d2\u1793\u1780\u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be Spring\u17d4<\/p>\n<p><strong>Full Stack Developer<\/strong> \u1782\u17ba\u1787\u17b6\u17a2\u17d2\u1793\u1780\u178a\u17c2\u179b\u17a2\u17b6\u1785\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1791\u17b6\u17c6\u1784 <strong>Frontend<\/strong> \u1793\u17b7\u1784 <strong>Backend<\/strong> \u179a\u1794\u179f\u17cb\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8 \u17ac\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b Full Stack Developer \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179a\u17bd\u1798\u1798\u17b6\u1793\u17d6<\/p>\n<ul>\n<li><strong>HTML, CSS, JavaScript<\/strong> (Frontend)<\/li>\n<li><strong>Node.js, Express.js<\/strong> (Backend)<\/li>\n<li><strong>React.js, Angular, Vue.js<\/strong> (Frontend Frameworks)<\/li>\n<li><strong>Database Management<\/strong>: MySQL, MongoDB, PostgreSQL<\/li>\n<li><strong>Version Control<\/strong>: Git<\/li>\n<\/ul>\n<h3>4. <strong>QA Engineer (Quality Assurance Engineer)<\/strong><\/h3>\n<p>Tester \u1798\u17be\u179b\u1796\u17b8\u179c\u17b7\u1792\u17b8\u178a\u17c2\u179b product \u1792\u17d2\u179c\u17be\u1798\u17bb\u1781\u1784\u17b6\u179a\u179a\u1794\u179f\u17cb\u179c\u17b6\u00a0\u1793\u17b7\u1784\u179a\u1794\u17c0\u1794\u178a\u17c2\u179b\u179c\u17b6\u1794\u17d2\u179a\u1796\u17d2\u179a\u17b9\u178f\u17d2\u178a\u1780\u17d2\u1793\u17bb\u1784\u179f\u17d2\u1790\u17b6\u1793\u1797\u17b6\u1796\u1798\u17b7\u1793\u179f\u17d2\u178f\u1784\u17cb\u178a\u17b6\u179a\u17d4 \u17a2\u17d2\u1793\u1780\u178a\u17c2\u179b\u1791\u17be\u1794\u178f\u17c2\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u178a\u17c6\u1794\u17bc\u1784 \u178f\u17d2\u179a\u17bc\u179c\u1799\u179b\u17cb\u1796\u17b8\u1797\u17b6\u1796\u1781\u17bb\u179f\u1782\u17d2\u1793\u17b6\u1799\u17c9\u17b6\u1784\u179f\u17c6\u1781\u17b6\u1793\u17cb\u179a\u179c\u17b6\u1784\u1780\u17b6\u179a\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u178a\u17c4\u1799\u178a\u17c3 (\u1793\u17c5\u1796\u17c1\u179b\u178a\u17c2\u179b product \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u178a\u17c4\u1799\u178a\u17c3) \u1793\u17b7\u1784\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1780\u1798\u17d2\u1798 (\u1793\u17c5\u1796\u17c1\u179b\u178a\u17c2\u179b\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f software \u178a\u17c4\u1799\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u178a\u17c4\u1799\u1782\u17d2\u1798\u17b6\u1793\u1787\u17c6\u1793\u17bd\u1799\u1796\u17b8\u1798\u1793\u17bb\u179f\u17d2\u179f)\u17d4 \u1787\u17b6\u1794\u17d2\u179a\u1796\u17c3\u178e\u17b8 tester \u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u17a2\u17b6\u1787\u17b8\u1796\u1787\u17b6\u1798\u17bd\u1799\u1793\u17b9\u1784\u1780\u17b6\u179a\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u178a\u17c4\u1799\u178a\u17c3\u178a\u17c2\u179b\u1780\u17d2\u1793\u17bb\u1784\u1796\u17c1\u179b\u178f\u17c2\u1798\u17bd\u1799\u1793\u17c4\u17c7\u1780\u17cf\u178f\u17d2\u179a\u17bc\u179c\u179a\u17c0\u1793 programming languages \u178a\u17be\u1798\u17d2\u1794\u17b8\u1794\u17d2\u178f\u17bc\u179a\u1791\u17c5\u1787\u17b6\u17a2\u17d2\u1793\u1780\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u178a\u17c4\u1799\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u1795\u1784\u178a\u17c2\u179a\u17d4<\/p>\n<p>\u1787\u17b6\u1792\u1798\u17d2\u1798\u178f\u17b6 QA Engineer \u1782\u17ba\u1787\u17b6\u17a2\u17d2\u1793\u1780\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784 product \u1795\u1784\u178a\u17c2\u179a\u17d4 \u1780\u17b6\u179a\u1784\u17b6\u179a\u179a\u1794\u179f\u17cb\u1782\u17b6\u178f\u17cb\/\u1793\u17b6\u1784\u1782\u17ba\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u179f\u17d2\u178f\u1784\u17cb\u178a\u17b6\u179a\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u1787\u17d2\u179a\u17be\u179f\u179a\u17be\u179f\u17a7\u1794\u1780\u179a\u178e\u17cd\u178a\u17be\u1798\u17d2\u1794\u17b8\u1780\u17b6\u178f\u17cb\u1794\u1793\u17d2\u1790\u1799\u1785\u17c6\u1793\u17bd\u1793\u1780\u17c6\u17a0\u17bb\u179f\u17b1\u17d2\u1799\u17a2\u1794\u17d2\u1794\u1794\u179a\u1798\u17b6\u1793\u17c5\u1782\u17d2\u179a\u1794\u17cb\u178a\u17c6\u178e\u17b6\u1780\u17cb\u1780\u17b6\u179b \u1793\u17b7\u1784\u178f\u17d2\u179a\u17bd\u178f\u1796\u17b7\u1793\u17b7\u178f\u17d2\u1799\u1782\u17bb\u178e\u1797\u17b6\u1796\u1793\u17c3\u178a\u17c6\u178e\u17be\u179a\u1780\u17b6\u179a\u17d4<\/p>\n<p><strong>QA Engineer<\/strong> \u1798\u17b6\u1793\u178f\u17bd\u1793\u17b6\u1791\u17b8\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u178f\u17d2\u179a\u17bd\u178f\u1796\u17b7\u1793\u17b7\u178f\u17d2\u1799\u1793\u17b7\u1784\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u178a\u17be\u1798\u17d2\u1794\u17b8\u1794\u1789\u17d2\u1787\u17b6\u1780\u17cb\u1790\u17b6\u1798\u17b6\u1793\u1782\u17bb\u178e\u1797\u17b6\u1796\u1798\u17bb\u1793\u1793\u17b9\u1784\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1795\u179b\u17b7\u178f\u1780\u1798\u17d2\u1798\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b QA Engineer \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179a\u17bd\u1798\u1798\u17b6\u1793\u17d6<\/p>\n<ul>\n<li><strong>Python<\/strong>: \u1787\u17b6\u1797\u17b6\u179f\u17b6\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u1780\u17bc\u178a\u178f\u17c1\u179f\u17d2\u178f\u17d4<\/li>\n<li><strong>Java<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u1794\u17d2\u179a\u1797\u17c1\u1791 automated testing frameworks \u178a\u17bc\u1785\u1787\u17b6 Selenium WebDriver \u17a0\u17be\u1799\u1780\u17cf\u1787\u17b6\u1797\u17b6\u179f\u17b6\u178a\u17cf\u1796\u17c1\u1789\u1793\u17b7\u1799\u1798\u1798\u17bd\u1799 \u1791\u17c0\u178f\u1795\u1784\u178a\u17c2\u179a\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1794\u1784\u17d2\u1780\u17be\u178f\u1780\u17b6\u179a\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u178a\u17c4\u1799\u179f\u17d2\u179c\u17d0\u1799\u1794\u17d2\u179a\u179c\u178f\u17d2\u178f\u17b7\u17d4 Selenium \u17a2\u17b6\u1785\u1794\u17d2\u179a\u17be\u1794\u17b6\u1793\u1787\u17b6\u1798\u17bd\u1799\u1797\u17b6\u179f\u17b6\u1791\u17b6\u17c6\u1784\u1796\u17b8\u179a\u178a\u17c2\u179b\u1798\u17b6\u1793\u1793\u17d0\u1799\u1790\u17b6\u179c\u17b6\u17a2\u17b6\u1785\u179a\u17bd\u1798\u1794\u1789\u17d2\u1785\u17bc\u179b\u1787\u17b6\u1798\u17bd\u1799 JUnit \u178a\u17c2\u179b\u1787\u17b6 frameworks \u178a\u17c2\u179b\u1780\u17c6\u1796\u17bb\u1784\u1796\u17c1\u1789\u1793\u17b7\u1799\u1798\u1794\u17c6\u1795\u17bb\u178f\u17d4 Jenkins \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u178a\u17be\u1798\u17d2\u1794\u17b8\u1794\u1784\u17d2\u1780\u17be\u178f\u1793\u17b7\u1784\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f projects \u1787\u17b6\u179a\u17bf\u1799\u17d7\u178a\u17c2\u179b\u1792\u17d2\u179c\u17be\u17b1\u17d2\u1799\u179c\u17b6\u1798\u17b6\u1793\u1797\u17b6\u1796\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u1795\u17d2\u179b\u17b6\u179f\u17cb\u1794\u17d2\u178f\u17bc\u179a\u17d4<\/li>\n<li><strong>JavaScript<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u1780\u17bc\u178a\u17b2\u17d2\u1799\u178f\u17d2\u179a\u17bc\u179c\u1780\u17b6\u179a\u178f\u17c1\u179f\u17d2\u178f\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u179f\u17a0\u1782\u17d2\u179a\u17b6\u179f\u17d4<\/li>\n<li><strong>Ruby<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u178f\u17c1\u179f\u17d2\u178f\u179f\u1780\u1798\u17d2\u1798\u1797\u17b6\u1796\u1793\u17c5\u179b\u17be\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a\u17d4<\/li>\n<li><strong>SQL<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u178f\u17c1\u179f\u17d2\u178f\u1793\u17b7\u1784\u1794\u1789\u17d2\u1785\u17bc\u179b\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1791\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1798\u17bc\u179b\u178a\u17d2\u178b\u17b6\u1793\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4<\/li>\n<\/ul>\n<h3>5. <strong>Mobile Developer<\/strong><\/h3>\n<p>Mobile Developer \u1794\u1784\u17d2\u1780\u17be\u178f\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb smartphones tablets \u1793\u17b6\u17a1\u17b7\u1780\u17b6\u178a\u17c3 \u17ac\u17a7\u1794\u1780\u179a\u178e\u17cd\u1785\u179b\u17d0\u178f\u1795\u17d2\u179f\u17c1\u1784\u17d7\u17d4 \u1782\u17b6\u178f\u17cb\/\u1793\u17b6\u1784\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u179a\u17b6\u179b\u17cb\u178a\u17c6\u178e\u17b6\u1780\u17cb\u1780\u17b6\u179b\u1793\u17c3\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u178a\u17bc\u1785\u1787\u17b6\u17d6 \u179f\u17d2\u1790\u17b6\u1794\u178f\u17d2\u1799\u1780\u1798\u17d2\u1798 \u1780\u17b6\u179a\u1795\u17d2\u1791\u17c0\u1784\u1795\u17d2\u1791\u17b6\u178f\u17cb \u1794\u17be\u1780\u178a\u17c6\u178e\u17be\u179a\u1780\u17b6\u179a\u1795\u179b\u17b7\u178f\u1780\u1798\u17d2\u1798 \u1780\u17b6\u179a\u1795\u179b\u17b7\u178f \u1780\u17b6\u179a\u1794\u1789\u17d2\u1785\u17c1\u1789 updates \u17ac implements interface \u178a\u17c4\u1799\u1799\u17c4\u1784\u1791\u17c5\u178f\u17b6\u1798\u1780\u17b6\u179a design \u178a\u17c2\u179b\u1794\u17b6\u1793\u1795\u17d2\u178f\u179b\u17cb\u17b1\u17d2\u1799\u17d4 Mobile Developer \u17a2\u17b6\u1785\u1798\u17b6\u1793\u1787\u17c6\u1793\u17b6\u1789\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1794\u17d2\u179a\u178f\u17b7\u1794\u178f\u17d2\u178f\u17b7\u1780\u17b6\u179a iOS \u17ac \u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1794\u17d2\u179a\u178f\u17b7\u1794\u178f\u17d2\u178f\u17b7\u1780\u17b6\u179a Android \u1798\u17bd\u1799\u17d7\u1794\u17c9\u17bb\u178e\u17d2\u178e\u17c4\u17c7 \u1794\u17c9\u17bb\u1793\u17d2\u178f\u17c2\u1790\u17d2\u1798\u17b8\u17d7\u1793\u17c1\u17c7 cross-platform developers \u1780\u17c6\u1796\u17bb\u1784\u178f\u17c2\u1798\u17b6\u1793\u1794\u17d2\u179a\u1787\u17b6\u1794\u17d2\u179a\u17b7\u1799\u1797\u17b6\u1796\u1781\u17d2\u1796\u179f\u17cb\u17d4<\/p>\n<p><strong>Mobile Developer<\/strong> \u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u17a7\u1794\u1780\u179a\u178e\u17cd\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u178a\u17bc\u1785\u1787\u17b6 \u1791\u17bc\u179a\u179f\u17d0\u1796\u17d2\u1791\u0e21\u0e37\u0e2d\u0e16\u0e37\u0e2d \u1793\u17b7\u1784 \u178f\u17b6\u1794\u17d2\u179b\u17c1\u178f\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b Mobile Developer \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179a\u17bd\u1798\u1798\u17b6\u1793\u17d6<\/p>\n<ul>\n<li><strong>Swift<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1793\u17c5\u179b\u17be iOS \u1794\u1784\u17d2\u1780\u17be\u178f products \u179f\u17c6\u179a\u17b6\u1794\u17cb Apple \u178a\u17bc\u1785\u1787\u17b6\u17d6 \u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u179f\u17c6\u179a\u17b6\u1794\u17cb iOS, Mac, \u1793\u17b6\u17a1\u17b7\u1780\u17b6\u179a Apple, \u1791\u17bc\u179a\u1791\u179f\u17d2\u179f\u1793\u17cd Apple\u17d4 \u179c\u17b6\u1798\u17b6\u1793\u1798\u17bb\u1781\u1784\u17b6\u179a\u1785\u17d2\u179a\u17be\u1793\u178a\u17c2\u179b\u1796\u17b7\u179f\u17c1\u179f\u17d7\u1793\u17b7\u1784\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1794\u17d2\u179a\u17be\u17d4<\/li>\n<li><strong>Kotlin<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1793\u17c5\u179b\u17be Android\u17d4<\/li>\n<li><strong>Java<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8 Android\u17d4<\/li>\n<li><strong>React Native<\/strong>: \u1787\u17b6\u1797\u17b6\u179f\u17b6\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb Android \u1793\u17b7\u1784 iOS \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb JavaScript\u17d4<\/li>\n<li><strong>Flutter<\/strong>: \u1787\u17b6\u1795\u17d2\u1793\u17c2\u1780\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1791\u17b6\u17c6\u1784\u17a2\u179f\u17cb (cross-platform) \u178a\u17c4\u1799\u1794\u17d2\u179a\u17be Dart language\u17d4<\/li>\n<\/ul>\n<h3>6. <strong>Ethical Hacker<\/strong><\/h3>\n<p>\u1796\u17b7\u1793\u17b7\u178f\u17d2\u1799\u1798\u17be\u179b\u179b\u17be\u179b\u1791\u17d2\u1792\u1797\u17b6\u1796\u178a\u17c2\u179b\u17a2\u17b6\u1785\u1780\u17b6\u179a\u1796\u17b6\u179a\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u1793\u17b7\u1784 platforms \u1796\u17b8\u1780\u17b6\u179a\u179c\u17b6\u1799\u1794\u17d2\u179a\u17a0\u17b6\u179a\u179a\u1794\u179f\u17cb\u1796\u17bd\u1780 Hacker \u1793\u17b7\u1784\u178e\u17c2\u1793\u17b6\u17c6\u1796\u17b8\u179a\u1794\u17c0\u1794\u178a\u17c2\u179b\u1798\u17d2\u1785\u17b6\u179f\u17cb\u17a2\u17b6\u1785\u1780\u17c2\u1794\u17d2\u179a\u17c2\u1795\u17d2\u1793\u17c2\u1780\u178a\u17c2\u179b\u1798\u17b6\u1793\u1797\u17b6\u1796\u1781\u17d2\u179c\u17c7\u1785\u1793\u17d2\u179b\u17c4\u17c7\u17d4 \u1782\u17b6\u178f\u17cb\/\u1793\u17b6\u1784\u178f\u17d2\u179a\u17bc\u179c\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799 pentests \u178a\u17c2\u179b penetration tests \u1787\u17bd\u1799\u179a\u1780\u1797\u17b6\u1796\u1785\u1793\u17d2\u179b\u17c4\u17c7\u1794\u17d2\u179a\u17a0\u17c4\u1784\u178a\u17c2\u179b\u1784\u17b6\u1799\u179a\u1784\u1782\u17d2\u179a\u17c4\u17c7\u1795\u17d2\u1793\u17c2\u1780\u179f\u17bb\u179c\u178f\u17d2\u1790\u17b7\u1797\u17b6\u1796\u1793\u17c5\u179b\u17be\u1782\u17c1\u17a0\u1791\u17c6\u1796\u17d0\u179a \u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1794\u17d2\u179a\u178f\u17b7\u1794\u178f\u17d2\u178f\u17b7\u1780\u17b6\u179a \u17ac\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u179f\u17b6 \u1787\u17b8\u179c\u1780\u1798\u17d2\u1798 \u178a\u17bc\u1785\u17d2\u1793\u17c1\u17c7\u17a0\u17be\u1799\u1791\u17be\u1794 ethical hacker \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1782\u17c1\u17a0\u17c5\u1798\u17c9\u17d2\u1799\u17b6\u1784\u1791\u17c0\u178f\u1790\u17b6 pentester\u17d4<\/p>\n<p>Ethical hacker \u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u178a\u17c2\u179b\u1794\u17b6\u1793\u1795\u179b\u17b7\u178f\u179a\u17bd\u1785\u1793\u17b7\u1784\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1794\u17d2\u179a\u178f\u17b7\u1794\u178f\u17d2\u178f\u17b7\u1780\u17b6\u179a \u178a\u17bc\u1785\u17d2\u1793\u17c1\u17c7\u1782\u17b6\u178f\u17cb\/\u1793\u17b6\u1784\u1782\u17bd\u179a\u178f\u17c2\u1798\u17b6\u1793\u1785\u17c6\u178e\u17c1\u17c7\u178a\u17b9\u1784\u17a2\u17c6\u1796\u17b8\u1782\u17c4\u179b\u1780\u17b6\u179a\u178e\u17cd\u1793\u17b7\u1784\u1780\u17d2\u1794\u17bd\u1793\u178a\u17c4\u17c7\u179f\u17d2\u179a\u17b6\u1799\u1780\u17cf\u178a\u17bc\u1785\u1787\u17b6\u179c\u17b7\u1792\u17b8\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u1793\u17b7\u1784 hack \u1796\u17bd\u1780\u179c\u17b6\u178a\u17c2\u179a\u17d4<\/p>\n<p>Scripting language \u178a\u17bc\u1785\u1787\u17b6 Python \u1780\u17cf\u178f\u17d2\u179a\u17bc\u179c\u1780\u17b6\u179a\u1799\u1780\u1798\u1780\u1794\u17d2\u179a\u17be\u1795\u1784\u178a\u17c2\u179a \u1796\u17b8\u1796\u17d2\u179a\u17c4\u17c7 hacker \u178f\u17d2\u179a\u17bc\u179c\u1780\u17b6\u179a\u1794\u17d2\u179a\u17be\u179c\u17b6\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799 databases\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1780\u17d2\u1793\u17bb\u1784 standard automation \u178a\u17be\u1798\u17d2\u1794\u17b8\u179f\u179a\u179f\u17c1\u179a software components \u1798\u17b6\u1793\u178a\u17bc\u1785\u1787\u17b6 keylogger \u178a\u17c2\u179b\u1780\u178f\u17cb\u178f\u17d2\u179a\u17b6\u179a\u17b6\u179b\u17cb\u179f\u1780\u1798\u17d2\u1798\u1797\u17b6\u1796\u1793\u17c5\u179b\u17be\u1780\u17d2\u178f\u17b6\u179a\u1785\u17bb\u1785 \u17ac brute force \u178a\u17c2\u179b\u17a2\u17b6\u1785\u1791\u17b6\u1799\u1796\u17b6\u1780\u17d2\u1799\u179f\u17c6\u1784\u17b6\u178f\u17cb\u178a\u17c4\u1799\u1780\u17b6\u179a\u1787\u17d2\u179a\u17be\u179f\u179a\u17be\u179f\u178f\u17bd\u17a2\u1780\u17d2\u179f\u179a\u1795\u17d2\u179f\u17c1\u1784\u17d7\u179b\u17b6\u1799\u1794\u1789\u17d2\u1785\u17bc\u179b\u1782\u17d2\u1793\u17b6\u17d4<\/p>\n<p><strong>Ethical Hacker<\/strong> \u1782\u17ba\u1787\u17b6\u17a2\u17d2\u1793\u1780\u178a\u17c2\u179b\u1798\u17b6\u1793\u1780\u17b6\u179a\u17a2\u1793\u17bb\u1789\u17d2\u1789\u17b6\u178f\u17b2\u17d2\u1799\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u178f\u17c1\u179f\u17d2\u178f\u1794\u1785\u17d2\u1785\u17c1\u1780\u179c\u17b7\u1791\u17d2\u1799\u17b6 \u1793\u17b7\u1784\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u179f\u17bb\u179c\u178f\u17d2\u1790\u17b7\u1797\u17b6\u1796\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b Ethical Hacker \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179a\u17bd\u1798\u1798\u17b6\u1793\u17d6<\/p>\n<ul>\n<li><strong>Python<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u17a7\u1794\u1780\u179a\u178e\u17cd\u179a\u17bb\u1780\u179a\u1780 \u1793\u17b7\u1784\u179a\u1780\u1783\u17be\u1789\u1797\u17b6\u1796\u1781\u17bc\u1785\u1781\u17b6\u178f\u17d4<\/li>\n<li><strong>C\/C++<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u1780\u1798\u17d2\u179a\u17b7\u178f\u1785\u1798\u17d2\u179a\u1784\u17cb\u17d4<\/li>\n<li><strong>Java<\/strong>: \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u1780\u17bc\u178a\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8\u179f\u17bb\u179c\u178f\u17d2\u1790\u17b7\u1797\u17b6\u1796\u17d4<\/li>\n<li><strong>Ruby<\/strong>: \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1794\u1784\u17d2\u1780\u17be\u178f\u17a7\u1794\u1780\u179a\u178e\u17cd\u1791\u17bc\u179b\u17c6\u1791\u17bc\u179b\u17b6\u1799\u1793\u17c3\u17a0\u17c1\u1780\u1792\u17b7\u1785\u17d4<\/li>\n<li><strong>Bash scripting<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u178f\u17c1\u179f\u17d2\u178f\u1780\u17b6\u179a\u1794\u17d2\u179a\u1780\u17bd\u178f \u1793\u17b7\u1784\u1780\u17b6\u179a\u179f\u17d2\u179c\u17c2\u1784\u179a\u1780\u1794\u1789\u17d2\u17a0\u17b6\u179f\u17bb\u179c\u178f\u17d2\u1790\u17b7\u1797\u17b6\u1796\u1780\u17d2\u1793\u17bb\u1784\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u17d4<\/li>\n<\/ul>\n<h3>7. <strong>Data Scientist<\/strong><\/h3>\n<p>Data scientist \u1794\u1784\u17d2\u1780\u17be\u178f\u1782\u17c6\u179a\u17bc\u178a\u17c4\u1799\u1794\u17d2\u179a\u17be\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17be\u1798\u17d2\u1794\u17b8\u1787\u17bd\u1799\u178a\u179b\u17cb\u17a2\u17b6\u1787\u17b8\u179c\u1780\u1798\u17d2\u1798\u1793\u17b7\u1784\u17a2\u1784\u17d2\u1782\u1780\u17b6\u179a\u17b1\u17d2\u1799\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u179f\u1798\u17d2\u179a\u17c1\u1785\u1785\u17b7\u178f\u17d2\u178f\u1780\u17b6\u1793\u17cb\u178f\u17c2\u1794\u17d2\u179a\u179f\u17be\u179a\u17d4 \u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 Data scientist \u17a2\u17b6\u1785\u1787\u17bd\u1799\u1792\u17d2\u179c\u17be\u17b1\u17d2\u1799\u1785\u179a\u17b6\u1785\u179a\u178e\u17cd\u178a\u17b9\u1780\u1787\u1789\u17d2\u1787\u17bc\u1793\u1794\u17d2\u179a\u179f\u17be\u179a\u17a1\u17be\u1784 \u179a\u17c0\u1794\u1785\u17c6\u1798\u17b6\u178f\u17b7\u1780\u17b6\u179a\u1794\u179f\u17cb\u179a\u17c4\u1784\u1780\u17bb\u1793\u17a2\u1793\u17a1\u17b6\u1789\u1791\u17c5\u178f\u17b6\u1798\u1785\u17c6\u178e\u17bc\u179b\u1785\u17b7\u178f\u17d2\u178f\u179a\u1794\u179f\u17cb\u17a2\u17d2\u1793\u1780\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb \u1793\u17b7\u1784\u1796\u17d2\u1799\u17b6\u1780\u179a\u178e\u17cd\u1796\u17b8\u178f\u1798\u17d2\u179a\u17bc\u179c\u1780\u17b6\u179a\u1795\u179b\u17b7\u178f\u1795\u179b\u17d4 \u1796\u17bd\u1780\u1782\u17c1\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1791\u17b6\u17c6\u1784\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1780\u17d2\u179a\u17bb\u1798\u17a0\u17ca\u17bb\u1793\u1792\u17c6\u17d7 \u1793\u17b7\u1784\u17a2\u17b6\u1787\u17b8\u179c\u1780\u1798\u17d2\u1798\u178a\u17c2\u179b\u1791\u17be\u1794\u178f\u17c2\u1785\u17b6\u1794\u17cb\u1795\u17d2\u178f\u17be\u1798\u1790\u17d2\u1798\u17b8\u17d7 (\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 \u1796\u17bd\u1780\u1782\u17c1\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1796\u17d2\u1799\u17b6\u1780\u179a\u178e\u17cd\u1793\u17b7\u1784\u1794\u1784\u17d2\u1780\u17be\u178f\u1782\u17c6\u179a\u17bc\u1793\u17c3\u17a5\u179a\u17b7\u1799\u17b6\u1794\u1791\u179a\u1794\u179f\u17cb\u17a2\u178f\u17b7\u1790\u17b7\u1787\u1793) \u1785\u17c6\u178e\u17c2\u1780\u17af\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u17a2\u1784\u17d2\u1782\u1780\u17b6\u179a\u179c\u17b7\u1791\u17d2\u1799\u17b6\u179f\u17b6\u179f\u17d2\u178f\u17d2\u179a\u179c\u17b7\u1789 (\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u17d6 \u1796\u17bd\u1780\u179c\u17b6\u1780\u17c6\u178e\u178f\u17cb\u179a\u17bb\u1780\u17d2\u1781\u1787\u17b6\u178f\u17b7\u178f\u17b6\u1798\u179a\u17bc\u1794\u179a\u17b6\u1784 \u1796\u178e\u17cc \u1793\u17b7\u1784\u179c\u17b6\u1799\u1793\u1797\u17b6\u1796\u1793\u17c3\u179f\u17d2\u179b\u17b9\u1780\u1788\u17be)\u17d4<\/p>\n<p>\u17a2\u17d2\u1793\u1780\u17af\u1780\u1791\u17c1\u179f\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799\u1793\u17c1\u17c7\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799\u179f\u17d2\u1790\u17b7\u178f\u17b7 \u1780\u17b6\u179a\u1796\u17d2\u1799\u17b6\u1780\u179a\u178e\u17cd \u1793\u17b7\u1784\u17a2\u1793\u17bb\u179c\u178f\u17d2\u178f\u179c\u17b7\u1792\u17b8\u179f\u17b6\u179f\u17d2\u179a\u17d2\u178f machine learning \u1795\u17d2\u179f\u17c1\u1784\u17d7\u17d4<\/p>\n<p>Data scientist \u1792\u17d2\u179c\u17be\u178f\u17c1\u179f\u17d2\u178f\u179b\u17be\u179f\u1798\u17d2\u1798\u178f\u17b7\u1780\u1798\u17d2\u1798 \u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1796\u17b7\u179f\u17c4\u1792\u1793\u17cd\u1787\u17b6\u1798\u17bd\u1799\u1780\u17d2\u1794\u17bd\u1793\u178a\u17c4\u17c7\u179f\u17d2\u179a\u17b6\u1799 machine learning \u1793\u17b7\u1784 neural networks \u17a0\u17be\u1799\u1780\u17cf\u179a\u1780\u1798\u17be\u179b\u1782\u17c6\u179a\u17bc\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17c2\u179b\u1798\u17b7\u1793\u1798\u17b6\u1793\u179a\u1785\u1793\u17b6\u179f\u1798\u17d2\u1796\u17d0\u1793\u17d2\u1792\u178f\u17d2\u179a\u17b9\u1798\u178f\u17d2\u179a\u17bc\u179c\u178a\u17be\u1798\u17d2\u1794\u17b8\u1791\u179f\u17d2\u179f\u1791\u17b6\u1799\u179b\u1791\u17d2\u1792\u1795\u179b \u178a\u17c2\u179b\u179c\u17b6\u17a2\u17b6\u1785\u1787\u17bd\u1799\u1792\u17d2\u179c\u17be\u17b1\u17d2\u1799\u17a2\u17b6\u1787\u17b8\u179c\u1780\u1798\u17d2\u1798\u1788\u17b6\u1793\u1781\u17d2\u1796\u179f\u17cb\u1798\u17bd\u1799\u1780\u17c6\u179a\u17b7\u178f\u17ac\u1780\u17cf\u1794\u1784\u17d2\u1780\u17be\u1793\u1794\u17d2\u179a\u17b6\u1780\u17cb\u1785\u17c6\u178e\u17c1\u1789\u1794\u17b6\u1793\u17d4<\/p>\n<p><strong>Data Scientist<\/strong> \u1782\u17ba\u1787\u17b6\u17a2\u17d2\u1793\u1780\u179f\u17d2\u179a\u17b6\u179c\u1787\u17d2\u179a\u17b6\u179c \u1793\u17b7\u1784\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17be\u1798\u17d2\u1794\u17b8\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1794\u1784\u17d2\u17a0\u17b6\u1789\u1793\u17bc\u179c\u179b\u1791\u17d2\u1792\u1795\u179b\u179f\u17c6\u1781\u17b6\u1793\u17cb\u17d7\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b Data Scientist \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179a\u17bd\u1798\u1798\u17b6\u1793\u17d6<\/p>\n<ul>\n<li><strong>Python<\/strong>: \u1787\u17b6\u1797\u17b6\u179f\u17b6\u1794\u17d2\u179a\u179f\u17b7\u1791\u17d2\u1792\u1797\u17b6\u1796\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u1793\u17b7\u1784 machine learning (\u1787\u17b6\u1798\u17bd\u1799\u1795\u17d2\u1793\u17c2\u1780\u179f\u17a0\u1782\u17d2\u179a\u17b6\u179f pandas, NumPy, scikit-learn)\u17d4<\/li>\n<li><strong>R<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1787\u17bd\u179f\u1787\u17bb\u179b\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u1793\u17b7\u1784\u1794\u1784\u17d2\u1780\u17be\u178f\u1798\u17c9\u17bc\u178c\u17c2\u179b machine learning\u17d4<\/li>\n<li><strong>SQL<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1791\u17b6\u1789\u1799\u1780\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1796\u17b8\u1798\u17bc\u179b\u178a\u17d2\u178b\u17b6\u1793\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4<\/li>\n<li><strong>Java<\/strong>: \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179f\u179a\u179f\u17c1\u179a\u1780\u17bc\u178a analysis big data\u17d4<\/li>\n<\/ul>\n<h3>8. <strong>Data Analyst<\/strong><\/h3>\n<p>Python \u1782\u17ba\u1787\u17b6\u1797\u17b6\u179f\u17b6\u1798\u17bd\u1799\u1780\u17d2\u1793\u17bb\u1784\u1785\u17c6\u178e\u17c4\u1798\u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b\u1798\u17b6\u1793\u1794\u17d2\u179a\u1787\u17b6\u1794\u17d2\u179a\u17b7\u1799\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1780\u17d2\u1793\u17bb\u1784 data science\u17d4 \u179c\u17b6\u1798\u17b6\u1793 syntax \u179f\u17b6\u1798\u1789\u17d2\u1789 \u178a\u17bc\u1785\u17d2\u1793\u17c1\u17c7\u179c\u17b6\u1794\u1784\u17d2\u1780\u179a\u1797\u17b6\u1796\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u179f\u17b7\u1780\u17d2\u179f\u17b6\u1797\u17b6\u179f\u17b6\u1793\u17c1\u17c7\u1794\u17b6\u1793\u1799\u17c9\u17b6\u1784\u1786\u17b6\u1794\u17cb\u179a\u17a0\u17d0\u179f\u17d4 Python \u1798\u17b6\u1793 libraries \u1793\u17b7\u1784 frameworks \u1798\u17bd\u1799\u1785\u17c6\u1793\u17bd\u1793\u1792\u17c6\u178a\u17bc\u1785\u1787\u17b6\u17d6 Data scientist \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb Pandas \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u17a0\u17be\u1799\u1794\u17d2\u179a\u17be NumPy library \u178a\u17be\u1798\u17d2\u1794\u17b8\u178a\u17c4\u17c7\u179f\u17d2\u179a\u17b6\u1799\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792\u179f\u1798\u17b8\u1780\u17b6\u179a\u179f\u17d2\u1798\u17bb\u1782\u179f\u17d2\u1798\u17b6\u1789\u17d4<\/p>\n<p>Scikit-learn \u1798\u17b6\u1793\u1794\u17d2\u179a\u1799\u17c4\u1787\u1793\u17cd\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb machine learning\u17d4 \u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784 Matplotlib (library \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 visualization) \u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17c2\u179b\u1794\u17b6\u1793\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1793\u17b9\u1784\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1795\u17d2\u179b\u17b6\u179f\u17cb\u1794\u17d2\u178f\u17bc\u179a\u1791\u17c5\u1787\u17b6 visual \u1780\u17d2\u179a\u17b6\u17a0\u17d2\u179c\u17d4<\/p>\n<p>\u1797\u17b6\u179f\u17b6 C \/ C ++ programming \u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1780\u17d2\u1793\u17bb\u1784 data science \u1795\u1784\u178a\u17c2\u179a\u17d4 \u1794\u17be Python \u1795\u17d2\u178f\u179b\u17cb\u1793\u17bc\u179c\u1797\u17b6\u1796\u1784\u17b6\u1799\u179f\u17d2\u179a\u17bd\u179b\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u1780\u17bc\u178a \u17a2\u1789\u17d2\u1785\u17b9\u1784 C \/ C ++ \u1780\u17cf\u1787\u17bd\u1799\u1794\u1784\u17d2\u1780\u17be\u1793\u179b\u17d2\u1794\u17bf\u1793\u178a\u17c2\u179a\u17d4 \u1794\u17d2\u179a\u178f\u17b7\u1794\u178f\u17d2\u178f\u17b7\u1780\u17b6\u179a\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1786\u17d2\u179b\u17be\u1799\u178f\u1794\u179b\u17bf\u1793\u1787\u17b6\u1784\u1798\u17bb\u1793 \u178a\u17c2\u179b\u1787\u17b6\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd\u179c\u17b6\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784 search engines \u17ac\u1794\u17d2\u179a\u17be\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u17a0\u17d2\u1782\u17c1\u1798\u1780\u17bb\u17c6\u1796\u17d2\u1799\u17bc\u1791\u17d0\u179a\u17d4 \u1798\u17c9\u17d2\u1799\u17b6\u1784\u179c\u17b7\u1789\u1791\u17c0\u178f\u1797\u17b6\u179f\u17b6\u1791\u17b6\u17c6\u1784\u1793\u17c1\u17c7\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u179f\u179a\u179f\u17c1\u179a libraries \u1793\u17b7\u1784 frameworks \u178a\u17be\u1798\u17d2\u1794\u17b8\u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u179a\u1794\u179f\u17cb\u1796\u17bd\u1780\u1782\u17c1 (\u17a7\u1791\u17b6\u17a0\u179a\u178e\u17cd TensorFlow \u17ac Shark \u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb machine learning) \u17d4<\/p>\n<p>\u17a2\u178f\u17d2\u1790\u1794\u17d2\u179a\u1799\u17c4\u1787\u1793\u17cd\u1793\u17c3\u1797\u17b6\u179f\u17b6\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/R_(programming_language)\">R<\/a>\u00a0programming \u1782\u17ba\u179c\u17b6\u1798\u17b6\u1793\u1797\u17b6\u1796\u179f\u17b6\u1798\u1789\u17d2\u1789\u1794\u17c6\u1795\u17bb\u178f\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u1798\u17be\u179b\u1783\u17be\u1789\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4 \u1797\u17b6\u179f\u17b6\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/R_(programming_language)\">R<\/a>\u00a0 \u179f\u1784\u17d2\u1780\u178f\u17cb\u1792\u17d2\u1784\u1793\u17cb\u1791\u17c5\u179b\u17be\u179f\u17d2\u1790\u17b7\u178f\u17b7 \u178a\u17bc\u1785\u17d2\u1793\u17c1\u17c7 \u17a0\u17be\u1799\u1791\u17be\u1794 syntax \u179a\u1794\u179f\u17cb\u179c\u17b6\u1798\u17b6\u1793\u179b\u1780\u17d2\u1781\u178e\u17c8\u179f\u17d2\u1798\u17bb\u1782\u179f\u17d2\u1798\u17b6\u1789\u1787\u17b6\u1784\u1793\u17c5 Python\u17d4 \u179c\u17b6\u1798\u17b6\u1793 libraries \u1799\u17c9\u17b6\u1784\u1785\u17d2\u179a\u17be\u1793\u179f\u1793\u17d2\u1792\u17b9\u1780\u179f\u1793\u17d2\u1792\u17b6\u1794\u17cb \u179a\u17bd\u1798\u1791\u17b6\u17c6\u1784 machine learning (Caret, MLR, randomForest)\u00a0powerful visualization libraries (Ggplot2, Esquisse, ggvis) \u1792\u17d2\u179c\u17be\u1780\u17b6\u179a\u1787\u17b6\u1798\u17bd\u1799 strings (stringr) \u1793\u17b7\u1784\u179a\u17c0\u1794\u1785\u17c6\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 (Dplyr, data.table)\u17d4<\/p>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Matlab_programming_language\">Matlab<\/a>\u00a0\u1787\u17bd\u1799\u1791\u17b6\u1789\u1799\u1780\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1796\u17b8\u1780\u17b6\u179a\u1795\u17d2\u1791\u17bb\u1780\u1780\u17d2\u1793\u17bb\u1784 cloud storage \u17ac pre-process \u1793\u17b7\u1784\u1794\u1784\u17d2\u1780\u17be\u178f\u179b\u1791\u17d2\u1792\u1795\u179b\u179c\u17b7\u1797\u17b6\u1782\u1787\u17b6\u1780\u17d2\u179a\u17b6\u17a0\u17d2\u179c\u178a\u17c4\u1799\u1794\u17d2\u179a\u17be Live Editor environment\u17d4 Matlab \u1780\u17b6\u178f\u17cb\u1794\u1793\u17d2\u1790\u1799\u1796\u17c1\u179b\u179c\u17c1\u179b\u17b6\u178a\u17c6\u178e\u17be\u179a\u1780\u17b6\u179a\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1794\u17d2\u179a\u1797\u17c1\u1791\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1795\u17d2\u179f\u17c1\u1784\u17d7\u1782\u17d2\u1793\u17b6\u17d6 \u1796\u17b8\u179a\u17bc\u1794\u1797\u17b6\u1796\u1791\u17c5\u17a2\u178f\u17d2\u1790\u1794\u1791\u17d4 \u1798\u17c9\u17bc\u178a\u17c2\u179b machine learning \u00a0\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1782\u17c1\u1793\u17b7\u1799\u17b6\u1799\u1790\u17b6 \u179c\u17b6\u1780\u17cf\u17a2\u17b6\u1785\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1782\u17c1\u178a\u17b6\u1780\u17cb\u1794\u17d2\u179a\u17be\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784 C \u17ac C ++ \u1795\u1784\u178a\u17c2\u179a\u17d4<\/p>\n<p><strong>Data Analyst<\/strong> \u1782\u17ba\u1787\u17b6\u17a2\u17d2\u1793\u1780\u179f\u17d2\u179a\u17b6\u179c\u1787\u17d2\u179a\u17b6\u179c\u1794\u17d2\u179a\u17be\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799 \u1793\u17b7\u1784\u1794\u1784\u17d2\u17a0\u17b6\u1789\u179b\u1791\u17d2\u1792\u1795\u179b\u179f\u17c6\u1781\u17b6\u1793\u17cb\u17d7\u178a\u17c2\u179b\u17a2\u17b6\u1785\u1787\u17bd\u1799\u179f\u1798\u17d2\u179a\u17c1\u1785\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u17b1\u17d2\u1799\u17a2\u17b6\u1787\u17b8\u179c\u1780\u1798\u17d2\u1798\u1798\u17b6\u1793\u1797\u17b6\u1796\u179a\u17b9\u1784\u1798\u17b6\u17c6\u17d4 \u1797\u17b6\u179f\u17b6\u178a\u17c2\u179b Data Analyst \u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u179a\u17bd\u1798\u1798\u17b6\u1793\u17d6<\/p>\n<ul>\n<li><strong>SQL<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u1791\u17b6\u1789\u1799\u1780\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1780\u17d2\u1793\u17bb\u1784\u1798\u17bc\u179b\u178a\u17d2\u178b\u17b6\u1793\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4<\/li>\n<li><strong>Python<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4<\/li>\n<li><strong>Excel<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u178f\u17d2\u179a\u17bd\u178f\u1796\u17b7\u1793\u17b7\u178f\u17d2\u1799 \u1793\u17b7\u1784\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u1787\u17b6\u179f\u17c6\u178e\u17bb\u17c6\u178f\u17b6\u179a\u17b6\u1784\u17d4<\/li>\n<li><strong>R<\/strong>: \u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u179c\u17b7\u1797\u17b6\u1782\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u178a\u17c2\u179b\u17a2\u17b6\u1785\u1792\u17d2\u179c\u17be\u1794\u17b6\u1793\u179b\u17d2\u17a2\u1793\u17b7\u1784\u1795\u17d2\u178a\u179b\u17cb\u1780\u17b6\u179a\u1794\u1784\u17d2\u17a0\u17b6\u1789\u1790\u17d2\u1798\u17b8\u17d7\u1796\u17b8\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4<\/li>\n<\/ul>\n<hr \/>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-5619\" src=\"https:\/\/isophal.com\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages.png\" alt=\"\" width=\"1188\" height=\"9392\" srcset=\"https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages.png 1188w, https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages-38x300.png 38w, https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages-768x6072.png 768w, https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages-259x2048.png 259w, https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages-1170x9250.png 1170w, https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages-585x4625.png 585w, https:\/\/isophal.com\/news\/wp-content\/uploads\/2024\/12\/flyaps-coding-languages-600x4743.png 600w\" sizes=\"auto, (max-width: 1188px) 100vw, 1188px\" \/><\/p>\n<p>\u1793\u17c5\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT \u1798\u17b6\u1793\u1797\u17b6\u179f\u17b6\u1787\u17b6\u1785\u17d2\u179a\u17be\u1793\u178a\u17c2\u179b\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799\u179c\u17b7\u1787\u17d2\u1787\u17b6\u1787\u17b8\u179c\u17c8\u1795\u17d2\u179f\u17c1\u1784\u17d7 \u178a\u17c2\u179b\u17a2\u17b6\u1785\u1787\u17bd\u1799\u1780\u17d2\u1793\u17bb\u1784\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd \u1790\u17c2\u179a\u1780\u17d2\u179f\u17b6\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792 \u17ac\u1782\u17d2\u179a\u1794\u17cb\u1782\u17d2\u179a\u1784\u1791\u17b7\u1793\u17d2\u1793\u1793\u17d0\u1799\u17d4<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u179f\u17d2\u179c\u17c2\u1784\u1799\u179b\u17cb\u1796\u17b8\u1797\u17b6\u179f\u17b6\u1796\u17b8\u179a\u1794\u17c0\u1794\u178a\u17c2\u179b\u178f\u17d2\u179a\u17bc\u179c\u1794\u17b6\u1793\u1794\u17d2\u179a\u17be\u1794\u17d2\u179a\u17b6\u179f\u17cb\u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT \u1780\u17d2\u1793\u17bb\u1784\u179c\u17b7\u179f\u17d0\u1799 IT \u1798\u17b6\u1793\u1797\u17b6\u179f\u17b6\u1780\u17c6\u178e\u178f\u17cb\u1785\u17d2\u179a\u17be\u1793\u1794\u17d2\u179a\u17be\u179f\u1798\u17d2\u179a\u17b6\u1794\u17cb\u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1780\u1798\u17d2\u1798\u179c\u17b7\u1792\u17b8, \u1780\u17b6\u179a\u1794\u1784\u17d2\u1780\u17be\u178f\u179c\u17c1\u1794\u179f\u17b6\u1799, \u1780\u17b6\u179a\u17a2\u1797\u17b7\u179c\u178c\u17d2\u178d\u1793\u17cd\u1794\u17d2\u179a\u1796\u17d0\u1793\u17d2\u1792,&hellip;<\/p>\n","protected":false},"author":1,"featured_media":5620,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[189,49,188,1,140,589,136],"tags":[],"class_list":["post-5618","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-asp-net","category-cc","category-c-sharp","category-java","category-programming","category-python","category-vb-net"],"_links":{"self":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts\/5618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/comments?post=5618"}],"version-history":[{"count":1,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts\/5618\/revisions"}],"predecessor-version":[{"id":5621,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/posts\/5618\/revisions\/5621"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/media\/5620"}],"wp:attachment":[{"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/media?parent=5618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/categories?post=5618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/isophal.com\/news\/wp-json\/wp\/v2\/tags?post=5618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}