{"id":43256,"date":"2026-02-06T12:00:14","date_gmt":"2026-02-06T11:00:14","guid":{"rendered":"https:\/\/jobsdz.com\/2026\/02\/%d8%a3%d9%81%d8%b6%d9%84-%d8%b7%d8%b1%d9%82-%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%b9%d9%85%d8%a7%d9%84%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%b4%d8%a7%d9%85\/"},"modified":"2026-02-06T12:00:14","modified_gmt":"2026-02-06T11:00:14","slug":"%d8%a3%d9%81%d8%b6%d9%84-%d8%b7%d8%b1%d9%82-%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%b9%d9%85%d8%a7%d9%84%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%b4%d8%a7%d9%85","status":"publish","type":"post","link":"https:\/\/jobsdz.com\/ar\/2026\/02\/%d8%a3%d9%81%d8%b6%d9%84-%d8%b7%d8%b1%d9%82-%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%b9%d9%85%d8%a7%d9%84%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%b4%d8%a7%d9%85\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0637\u0631\u0642 \u062a\u062d\u0644\u064a\u0644 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\u0645\u0644\u0645\u0648\u0633\u0629.<\/p>\n<\/blockquote>\n<h3>\u0627\u0643\u062a\u0633\u0627\u0628 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0645\u0633\u062a\u062f\u0627\u0645\u0629<\/h3>\n<p>\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0644\u0645 \u062a\u0639\u062f \u062a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a\u060c \u0628\u0644 \u0627\u0645\u062a\u062f\u062a \u0644\u062a\u0634\u0645\u0644 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062c\u0630\u0628 \u0623\u0641\u0636\u0644 \u0627\u0644\u0639\u0642\u0648\u0644 \u0648\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0647\u0627. \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u062e\u062f\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 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\u0644\u0634\u0631\u0643\u0629 \u0645\u0627 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0633\u0645\u0627\u062a \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629 \u0644\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u0646\u062c\u0627\u062d\u0627\u064b \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0631\u0624\u0649 \u0644\u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0648\u0627\u0644\u062a\u0648\u0638\u064a\u0641\u060c \u0645\u0645\u0627 \u064a\u0631\u0641\u0639 \u0645\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0639\u064a\u064a\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0641\u0647\u0645 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0628\u0639\u0645\u0642 \u064a\u0633\u0627\u0647\u0645 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0628\u0631\u0627\u0645\u062c <a href=\"https:\/\/jobsdz.com\/?p=27209\">\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629: \u062e\u0637\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u062a\u0645\u064a\u0632<\/a> \u0627\u0644\u062a\u064a \u062a\u0644\u0628\u064a \u062a\u0637\u0644\u0639\u0627\u062a \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u062a\u0639\u0632\u0632 \u0645\u0646 \u0648\u0644\u0627\u0626\u0647\u0645.<\/p>\n<h2>\u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629: \u0641\u0647\u0645 \u0623\u0646\u0648\u0627\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629<\/h2>\n<p>\u0642\u0628\u0644 \u0627\u0644\u063a\u0648\u0635 \u0641\u064a \u0637\u0631\u0642 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0647\u0645 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u0646\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627. \u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0625\u0644\u0649 \u0641\u0626\u062a\u064a\u0646: \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629. \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u064a\u0646 \u0647\u0630\u064a\u0646 \u0627\u0644\u0646\u0648\u0639\u064a\u0646 \u0647\u0648 \u0645\u0627 \u064a\u0645\u0646\u062d \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0639\u0645\u0642\u0627\u064b \u0648\u0642\u0648\u0629.<\/p>\n<h3>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629 (Quantitative Data): \u0644\u063a\u0629 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u062d\u0642\u0627\u0626\u0642<\/h3>\n<p>\u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644 \u0644\u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0639\u062f\u062f\u064a \u0648\u0627\u0644\u0645\u0648\u0636\u0648\u0639\u064a. \u0625\u0646\u0647 \u064a\u062c\u064a\u0628 \u0639\u0646 \u0623\u0633\u0626\u0644\u0629 \u0645\u062b\u0644 &#8220;\u0643\u0645\u061f&#8221; \u0648&#8221;\u0643\u0645 \u0645\u0631\u0629\u061f&#8221;. \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0623\u0646\u0647\u0627 \u062a\u062a\u064a\u062d \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0628\u0633\u0647\u0648\u0644\u0629. \u0645\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629:<\/strong> \u0627\u0644\u0639\u0645\u0631\u060c \u0627\u0644\u062c\u0646\u0633\u060c \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u060c \u0633\u0646\u0648\u0627\u062a \u0627\u0644\u062e\u0628\u0631\u0629.<\/li>\n<li><strong>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641:<\/strong> \u0645\u0639\u062f\u0644 \u062f\u0648\u0631\u0627\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 (Turnover Rate)\u060c \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0648\u0638\u064a\u0641\u060c \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0633\u062a\u063a\u0631\u0642 \u0644\u0645\u0644\u0621 \u0634\u0627\u063a\u0631 \u0648\u0638\u064a\u0641\u064a.<\/li>\n<li><strong>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621:<\/strong> \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u062d\u062c\u0645 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u062d\u0642\u0642\u060c \u0639\u062f\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u0646\u062c\u0632\u0629.<\/li>\n<li><strong>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0648\u064a\u0636\u0627\u062a:<\/strong> \u0627\u0644\u0631\u0648\u0627\u062a\u0628\u060c \u0627\u0644\u0639\u0644\u0627\u0648\u0627\u062a\u060c \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0623\u062c\u0631 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0633\u0648\u0642.<\/li>\n<li><strong>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0636\u0648\u0631 \u0648\u0627\u0644\u0627\u0646\u0635\u0631\u0627\u0641:<\/strong> \u0639\u062f\u062f \u0623\u064a\u0627\u0645 \u0627\u0644\u063a\u064a\u0627\u0628\u060c \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u062a\u0623\u062e\u064a\u0631.<\/li>\n<\/ul>\n<h3>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629 (Qualitative Data): \u0635\u0648\u062a \u0627\u0644\u0645\u0648\u0638\u0641 \u0648\u0633\u064a\u0627\u0642 \u0627\u0644\u0623\u0631\u0642\u0627\u0645<\/h3>\n<p>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629 \u0647\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0641\u064a\u0629 \u0648\u063a\u064a\u0631 \u0645\u0646\u0638\u0645\u0629\u060c \u0648\u0647\u064a \u062a\u0642\u062f\u0645 \u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0639\u05d5\u05de\u05e7 \u0648\u0631\u0627\u0621 \u0627\u0644\u0623\u0631\u0642\u0627\u0645. \u0625\u0646\u0647\u0627 \u062a\u062c\u064a\u0628 \u0639\u0646 \u0633\u0624\u0627\u0644 &#8220;\u0644\u0645\u0627\u0630\u0627\u061f&#8221;. \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u062c\u0645\u0639\u0647\u0627 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u0627\u064b\u060c \u0648\u0644\u0643\u0646\u0647 \u0636\u0631\u0648\u0631\u064a \u0644\u0641\u0647\u0645 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u062f\u0648\u0627\u0641\u0639 \u0648\u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a. \u0645\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u064a\u0647\u0627:<\/p>\n<ul>\n<li><strong>\u0646\u062a\u0627\u0626\u062c \u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 (Engagement Surveys):<\/strong> \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u062d\u0648\u0644 \u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0645\u0644\u060c \u0627\u0644\u0625\u062f\u0627\u0631\u0629\u060c \u0648\u0627\u0644\u0631\u0636\u0627 \u0627\u0644\u0648\u0638\u064a\u0641\u064a.<\/li>\n<li><strong>\u0645\u0642\u0627\u0628\u0644\u0627\u062a \u0627\u0644\u062e\u0631\u0648\u062c (Exit Interviews):<\/strong> \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062a\u064a \u064a\u0642\u062f\u0645\u0647\u0627 \u0627\u0644\u0645\u0648\u0638\u0641\u0648\u0646 \u0639\u0646\u062f \u0645\u063a\u0627\u062f\u0631\u062a\u0647\u0645 \u0644\u0644\u0634\u0631\u0643\u0629.<\/li>\n<li><strong>\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629:<\/strong> \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0648\u0627\u0644\u0632\u0645\u0644\u0627\u0621.<\/li>\n<li><strong>\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0632 (Focus Groups):<\/strong> \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0627\u062a \u062d\u0648\u0644 \u062b\u0642\u0627\u0641\u0629 \u0627\u0644\u0634\u0631\u0643\u0629 \u0623\u0648 \u0645\u0628\u0627\u062f\u0631\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/li>\n<\/ul>\n<p>\u0644\u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0648\u0642 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u060c \u0625\u0644\u064a\u0643 \u062c\u062f\u0648\u0644 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0633\u064a\u0637:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0644\u0645\u0639\u064a\u0627\u0631<\/th>\n<th>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629<\/th>\n<th>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u0627\u0644\u0637\u0628\u064a\u0639\u0629<\/strong><\/td>\n<td>\u0631\u0642\u0645\u064a\u0629\u060c \u0645\u0646\u0638\u0645\u0629\u060c \u0648\u0645\u0648\u0636\u0648\u0639\u064a\u0629.<\/td>\n<td>\u0648\u0635\u0641\u064a\u0629\u060c \u063a\u064a\u0631 \u0645\u0646\u0638\u0645\u0629\u060c \u0648\u0630\u0627\u062a\u064a\u0629.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/strong><\/td>\n<td>\u0642\u064a\u0627\u0633 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629.<\/td>\n<td>\u0641\u0647\u0645 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0648\u0627\u0644\u062f\u0648\u0627\u0641\u0639 \u0648\u0627\u0644\u0633\u064a\u0627\u0642.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0623\u0645\u062b\u0644\u0629<\/strong><\/td>\n<td>\u0645\u0639\u062f\u0644 \u0627\u0644\u062f\u0648\u0631\u0627\u0646\u060c \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0631\u0627\u062a\u0628\u060c \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621 (1-5).<\/td>\n<td>\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0633\u062a\u0628\u064a\u0627\u0646\u060c \u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u0627\u0633\u062a\u0642\u0627\u0644\u0629\u060c \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u062f\u064a\u0631.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0637\u0631\u0642 \u0627\u0644\u062a\u062d\u0644\u064a\u0644<\/strong><\/td>\n<td>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u060c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629\u060c \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629.<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 (Sentiment Analysis)\u060c \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u064a.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a<\/strong><\/td>\n<td>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0642\u064a\u0627\u0633 \u0648\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629\u060c \u0646\u062a\u0627\u0626\u062c \u0642\u0627\u0637\u0639\u0629.<\/td>\n<td>\u062a\u0648\u0641\u0631 \u0639\u0645\u0642\u0627\u064b \u0648\u062a\u0641\u0627\u0635\u064a\u0644 \u063a\u0646\u064a\u0629\u060c \u062a\u0643\u0634\u0641 \u0639\u0646 \u0631\u0624\u0649 \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629.<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a<\/strong><\/td>\n<td>\u0642\u062f \u062a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0644\u0627 \u062a\u0634\u0631\u062d &#8220;\u0644\u0645\u0627\u0630\u0627&#8221;.<\/td>\n<td>\u0635\u0639\u0628\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u060c \u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u062a\u062d\u064a\u0632\u0629 \u0648\u062a\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a\u0627\u064b \u0637\u0648\u064a\u0644\u0627\u064b.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629: \u0645\u0646 \u0627\u0644\u0645\u0627\u0636\u064a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/h2>\n<p>\u0644\u0627 \u064a\u0648\u062c\u062f \u0646\u0647\u062c \u0648\u0627\u062d\u062f \u064a\u0646\u0627\u0633\u0628 \u0627\u0644\u062c\u0645\u064a\u0639 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0646\u0636\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a \u0644\u0644\u0645\u0624\u0633\u0633\u0629 \u0648\u0627\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u0630\u064a \u062a\u0633\u0639\u0649 \u0644\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u064a\u0647. \u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0625\u0644\u0649 \u0623\u0631\u0628\u0639\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062a\u0635\u0627\u0639\u062f\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0648\u0627\u0644\u0642\u064a\u0645\u0629.<\/p>\n<h3>1. \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0648\u0635\u0641\u064a (Descriptive Analysis): \u0645\u0627\u0630\u0627 \u062d\u062f\u062b\u061f<\/h3>\n<p>\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u0627\u064b \u0648\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644. \u064a\u0631\u0643\u0632 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0648\u0635\u0641\u064a \u0639\u0644\u0649 \u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u0635\u0648\u0631\u0629 \u0648\u0627\u0636\u062d\u0629 \u0644\u0645\u0627 \u062d\u062f\u062b \u0641\u064a \u0627\u0644\u0645\u0627\u0636\u064a. \u064a\u062a\u0645 \u0630\u0644\u0643 \u0639\u0627\u062f\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (Dashboards) \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062f\u0648\u0631\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0642\u0631\u064a\u0631 \u064a\u0648\u0636\u062d \u0623\u0646 &#8220;\u0645\u0639\u062f\u0644 \u062f\u0648\u0631\u0627\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0642\u0633\u0645 \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0631\u062a\u0641\u0639 \u0628\u0646\u0633\u0628\u0629 15% \u0641\u064a \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0623\u062e\u064a\u0631&#8221; \u0647\u0648 \u0645\u062b\u0627\u0644 \u0643\u0644\u0627\u0633\u064a\u0643\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0648\u0635\u0641\u064a.<\/p>\n<p><strong>\u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0648\u0627\u0642\u0639\u064a:<\/strong> \u0634\u0631\u0643\u0629 \u062a\u062c\u0632\u0626\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0644\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0644\u062a\u062a\u0628\u0639 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (KPIs) \u0645\u062b\u0644 \u0639\u062f\u062f \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0643\u0644 \u0641\u0631\u0639\u060c \u0645\u062a\u0648\u0633\u0637 \u0645\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0629\u060c \u0648\u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u063a\u064a\u0627\u0628. \u0647\u0630\u0647 \u0627\u0644\u0644\u0648\u062d\u0629 \u062a\u0645\u0646\u062d \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0627\u0644\u0625\u0642\u0644\u064a\u0645\u064a\u064a\u0646 \u0646\u0638\u0631\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u0641\u0648\u0631\u064a\u0629 \u0639\u0644\u0649 \u0635\u062d\u0629 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0641\u064a \u0645\u0646\u0627\u0637\u0642\u0647\u0645.<\/p>\n<h3>2. \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a (Diagnostic Analysis): \u0644\u0645\u0627\u0630\u0627 \u062d\u062f\u062b \u0630\u0644\u0643\u061f<\/h3>\n<p>\u064a\u0630\u0647\u0628 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0623\u0639\u0645\u0642 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0648\u0635\u0641\u064a. \u0641\u0628\u0639\u062f \u0623\u0646 \u0646\u0639\u0631\u0641 &#8220;\u0645\u0627\u0630\u0627&#8221; \u062d\u062f\u062b\u060c \u0646\u0633\u0639\u0649 \u0644\u0645\u0639\u0631\u0641\u0629 &#8220;\u0644\u0645\u0627\u0630\u0627&#8221;. \u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0648\u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062c\u0630\u0631\u064a\u0629 \u0644\u0644\u0645\u0634\u0643\u0644\u0629. \u0628\u0627\u0644\u0639\u0648\u062f\u0629 \u0625\u0644\u0649 \u0645\u062b\u0627\u0644\u0646\u0627 \u0627\u0644\u0633\u0627\u0628\u0642\u060c \u0642\u062f \u064a\u0643\u0634\u0641 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a \u0623\u0646 \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0641\u064a \u0645\u0639\u062f\u0644 \u0627\u0644\u062f\u0648\u0631\u0627\u0646 \u062a\u0632\u0627\u0645\u0646 \u0645\u0639 \u062a\u0639\u064a\u064a\u0646 \u0645\u062f\u064a\u0631 \u062c\u062f\u064a\u062f \u0623\u0648 \u0625\u062f\u062e\u0627\u0644 \u0646\u0638\u0627\u0645 \u0628\u0631\u0645\u062c\u064a \u0644\u0645 \u064a\u0644\u0642 \u0642\u0628\u0648\u0644\u0627\u064b.<\/p>\n<blockquote>\n<p><strong>\u062d\u0642\u064a\u0642\u0629 \u0635\u0627\u062f\u0645\u0629:<\/strong> \u0648\u0641\u0642\u0627\u064b \u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0639\u062f\u064a\u062f\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0623\u0648\u0644 \u0627\u0644\u0630\u064a \u064a\u062f\u0641\u0639 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0644\u062a\u0631\u0643 \u0648\u0638\u0627\u0626\u0641\u0647\u0645 \u0644\u064a\u0633 \u0627\u0644\u0631\u0627\u062a\u0628\u060c \u0628\u0644 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u0633\u064a\u0626\u0629 \u0645\u0639 \u0645\u062f\u064a\u0631\u0647\u0645 \u0627\u0644\u0645\u0628\u0627\u0634\u0631. \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a \u0647\u0648 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0644\u0643\u0634\u0641 \u0645\u062b\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062e\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u0642\u062f \u0644\u0627 \u062a\u0638\u0647\u0631 \u0641\u064a \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0633\u0637\u062d\u064a\u0629.<\/p>\n<\/blockquote>\n<p><strong>\u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0648\u0627\u0642\u0639\u064a:<\/strong> \u0644\u0627\u062d\u0638\u062a \u0634\u0631\u0643\u0629 \u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0623\u0646 \u0623\u062d\u062f \u0641\u0631\u0642\u0647\u0627 \u064a\u062d\u0642\u0642 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0623\u062f\u0627\u0621\u064b \u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0623\u062e\u0631\u0649. \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a\u060c \u0642\u0627\u0645\u0648\u0627 \u0628\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0627 \u0627\u0644\u0641\u0631\u064a\u0642 \u0645\u0639 \u0627\u0644\u0641\u0631\u0642 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621. \u0627\u0643\u062a\u0634\u0641\u0648\u0627 \u0623\u0646 \u0623\u0639\u0636\u0627\u0621 \u0627\u0644\u0641\u0631\u064a\u0642 \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u0623\u062f\u0627\u0621 \u064a\u0642\u0636\u0648\u0646 \u0648\u0642\u062a\u0627\u064b \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0639\u0627\u0648\u0646\u064a \u0648\u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u0634\u0643\u0644 \u063a\u064a\u0631 \u0641\u0639\u0627\u0644\u060c \u0645\u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062c\u0630\u0631\u064a\u0629 \u0648\u0648\u0636\u0639 \u062e\u0637\u0629 \u0639\u0644\u0627\u062c\u064a\u0629.<\/p>\n<h3>3. \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0646\u0628\u0624\u064a (Predictive Analysis): \u0645\u0627\u0630\u0627 \u0633\u064a\u062d\u062f\u062b \u0639\u0644\u0649 \u0627\u0644\u0623\u0631\u062c\u062d\u061f<\/h3>\n<p>\u0647\u0646\u0627 \u062a\u0628\u062f\u0623 \u0627\u0644\u0645\u062a\u0639\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0646\u0628\u0624\u064a \u062a\u0642\u0646\u064a\u0627\u062a \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u062c\u0631\u062f \u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u0627\u0636\u064a\u060c \u0641\u0625\u0646\u0647 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0639\u0644\u0649 \u062a\u0648\u0642\u0639 \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0644\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0648\u0630\u062c \u062a\u0646\u0628\u0624\u064a \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u064a\u063a\u0627\u062f\u0631\u0648\u0627 \u0627\u0644\u0634\u0631\u0643\u0629 \u062e\u0644\u0627\u0644 \u0627\u0644\u0623\u0634\u0647\u0631 \u0627\u0644\u0633\u062a\u0629 \u0627\u0644\u0645\u0642\u0628\u0644\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0645\u062b\u0644 \u0645\u062f\u0629 \u0627\u0644\u062e\u062f\u0645\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0646\u0632\u0644 \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u062a\u0627\u0631\u064a\u062e \u0622\u062e\u0631 \u062a\u0631\u0642\u064a\u0629\u060c \u0648\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<p>\u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0639\u0646\u062f \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0644\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u060c \u062d\u064a\u062b \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u0641\u0647\u0645 <a href=\"https:\/\/jobsdz.com\/?p=26344\">\u062a\u0648\u0642\u0639\u0627\u062a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644: \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629<\/a> \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0641\u062c\u0648\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0638\u0647\u0631\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0647\u0627 \u0628\u0628\u062f\u0621 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0623\u0648 \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u0628\u0627\u0642\u064a.<\/p>\n<h3>4. \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a (Prescriptive Analysis): \u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0639\u0644\u064a\u0646\u0627 \u0641\u0639\u0644\u0647\u061f<\/h3>\n<p>\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0642\u062f\u0645\u0627\u064b \u0648\u062a\u0637\u0648\u0631\u0627\u064b \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0627 \u064a\u0642\u062a\u0635\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u0627 \u0633\u064a\u062d\u062f\u062b\u060c \u0628\u0644 \u064a\u0642\u062f\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0628\u0634\u0623\u0646 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0627\u062a\u062e\u0627\u0630\u0647\u0627 \u0644\u062a\u062d\u0642\u064a\u0642 \u0646\u062a\u064a\u062c\u0629 \u0645\u0631\u063a\u0648\u0628\u0629 \u0623\u0648 \u062a\u062c\u0646\u0628 \u0646\u062a\u064a\u062c\u0629 \u063a\u064a\u0631 \u0645\u0631\u063a\u0648\u0628 \u0641\u064a\u0647\u0627. \u0625\u0646\u0647 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0646\u0628\u0624\u0627\u062a \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u0627\u064b \u0644\u062a\u0642\u062f\u064a\u0645 \u062d\u0644\u0648\u0644 \u0645\u062b\u0627\u0644\u064a\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u062a\u0646\u0628\u0623 \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0623\u0646 \u0645\u0648\u0638\u0641\u0627\u064b \u0631\u0626\u064a\u0633\u064a\u0627\u064b \u0645\u0639\u0631\u0636 \u0644\u062e\u0637\u0631 \u0627\u0644\u0645\u063a\u0627\u062f\u0631\u0629\u060c \u0641\u0642\u062f \u064a\u0648\u0635\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0628\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629\u060c \u0645\u062b\u0644 &#8220;\u062a\u0642\u062f\u064a\u0645 \u0639\u0644\u0627\u0648\u0629 \u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0646\u0633\u0628\u0629 10%&#8221; \u0623\u0648 &#8220;\u0625\u062f\u0631\u0627\u062c\u0647 \u0641\u064a \u0645\u0634\u0631\u0648\u0639 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u062c\u062f\u064a\u062f&#8221; \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0644\u0641\u0647 \u0627\u0644\u0634\u062e\u0635\u064a \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a\u0647.<\/p>\n<p><strong>\u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0648\u0627\u0642\u0639\u064a:<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0634\u0631\u0643\u0629 \u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u062c\u062f\u0627\u0648\u0644 \u0639\u0645\u0644 \u0627\u0644\u0633\u0627\u0626\u0642\u064a\u0646. \u064a\u0623\u062e\u0630 \u0627\u0644\u0646\u0638\u0627\u0645 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u060c \u0648\u062a\u0648\u0642\u0639\u0627\u062a \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631\u060c \u0648\u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0626\u0642\u064a\u0646\u060c \u0648\u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0639\u0645\u0644 \u0644\u0625\u0646\u0634\u0627\u0621 \u062c\u062f\u0627\u0648\u0644 \u0639\u0645\u0644 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0627 \u062a\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0642\u0644\u0644 \u0623\u064a\u0636\u0627\u064b \u0645\u0646 \u0625\u0631\u0647\u0627\u0642 \u0627\u0644\u0633\u0627\u0626\u0642\u064a\u0646 \u0648\u062a\u062d\u0633\u0646 \u0645\u0646 \u0631\u0636\u0627\u0647\u0645 \u0627\u0644\u0648\u0638\u064a\u0641\u064a.<\/p>\n<h2>\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0634\u0643\u0644 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/h2>\n<p>\u0625\u0646 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0648\u062e\u0627\u0635\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u062f\u0641\u0639 \u0628\u0642\u062f\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629. \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0623\u064a \u0645\u062a\u062e\u0635\u0635 \u064a\u0637\u0645\u062d \u0625\u0644\u0649 \u0627\u0644\u062a\u0645\u064a\u0632 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n<h3>\u062f\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/h3>\n<p>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (Machine Learning) \u0647\u0645\u0627 \u0627\u0644\u0645\u062d\u0631\u0643\u0627\u0646 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0627\u0646 \u0648\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a\u0629. \u064a\u0645\u0643\u0646 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0648\u0645\u0639\u0642\u062f\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627D_B5 \u0627\u0644\u062a\u064a \u064a\u0635\u0639\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0627\u0643\u062a\u0634\u0627\u0641\u0647\u0627. \u0645\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0627\u0644\u0639\u0645\u0644\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0648\u0638\u064a\u0641:<\/strong> \u062a\u062d\u0644\u064a\u0644 \u0622\u0644\u0627\u0641 \u0627\u0644\u0633\u064a\u0631 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0648\u0627\u0641\u0642\u0627\u064b \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0648\u062b\u0642\u0627\u0641\u0629 \u0627\u0644\u0634\u0631\u0643\u0629. \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0639\u0628\u0631 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 <a href=\"https:\/\/jobsdz.com\/ar\/wadifa\">\u0648\u0638\u064a\u0641\u0629<\/a> \u0645\u0646\u0627\u0633\u0628\u0629 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n<li><strong>\u062a\u062e\u0635\u064a\u0635 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645:<\/strong> \u062a\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0628\u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u062e\u0635\u0635\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0623\u062f\u0627\u0626\u0647\u0645 \u0627\u0644\u062d\u0627\u0644\u064a \u0648\u0623\u0647\u062f\u0627\u0641\u0647\u0645 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0648\u0641\u062c\u0648\u0627\u062a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629:<\/strong> \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062a\u064a \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646\u0647\u0627\u060c \u0645\u062b\u0644 \u062a\u062d\u0633\u064a\u0646 \u062a\u0648\u0632\u064a\u0639 \u0623\u0639\u0628\u0627\u0621 \u0627\u0644\u0639\u0645\u0644 \u0623\u0648 \u062a\u0648\u0641\u064a\u0631 \u0623\u062f\u0648\u0627\u062a \u0623\u0641\u0636\u0644.<\/li>\n<\/ul>\n<h3>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u0644\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0631\u0624\u0649 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629<\/h3>\n<p>\u0644\u0637\u0627\u0644\u0645\u0627 \u0643\u0627\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0648\u0639\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a) \u062a\u062d\u062f\u064a\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b. \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP) \u063a\u064a\u0631\u062a \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629. \u064a\u0645\u0643\u0646 \u0644\u0640 NLP \u0641\u0647\u0645 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0623\u062a\u0645\u062a\u0629 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0631\u0624\u0649 \u0645\u0646 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0646\u0635\u0648\u0635. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 (Sentiment Analysis) \u0644\u062a\u0635\u0646\u064a\u0641 \u0622\u0644\u0627\u0641 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0645\u0646 \u0627\u0633\u062a\u0628\u064a\u0627\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0625\u0644\u0649 &#8220;\u0625\u064a\u062c\u0627\u0628\u064a\u0629&#8221; \u0623\u0648 &#8220;\u0633\u0644\u0628\u064a\u0629&#8221; \u0623\u0648 &#8220;\u0645\u062d\u0627\u064a\u062f\u0629&#8221;\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u062d\u062f\u062b \u0639\u0646\u0647\u0627 \u0627\u0644\u0645\u0648\u0638\u0641\u0648\u0646\u060c \u0645\u062b\u0644 &#8220;\u0627\u0644\u0631\u0627\u062a\u0628&#8221; \u0623\u0648 &#8220;\u0627\u0644\u0625\u062f\u0627\u0631\u0629&#8221; \u0623\u0648 &#8220;\u0627\u0644\u062a\u0648\u0627\u0632\u0646 \u0628\u064a\u0646 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u062d\u064a\u0627\u0629&#8221;.<\/p>\n<h3>\u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/h3>\n<p>\u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u0628\u0631\u0645\u062c\u0627\u064b \u062e\u0628\u064a\u0631\u0627\u064b. \u0647\u0646\u0627\u0643 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0629:<\/p>\n<ul>\n<li><strong>\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0645\u062b\u0644 Excel, Google Sheets):<\/strong> \u0645\u0645\u062a\u0627\u0632\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0648\u0635\u0641\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0635\u063a\u064a\u0631\u0629.<\/li>\n<li><strong>\u0623\u062f\u0648\u0627\u062a \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0645\u062b\u0644 Tableau, Power BI):<\/strong> \u0642\u0648\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0648\u0631\u0633\u0648\u0645 \u0628\u064a\u0627\u0646\u064a\u0629 \u0645\u0642\u0646\u0639\u0629 \u062a\u0631\u0648\u064a \u0642\u0635\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li><strong>\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 (\u0645\u062b\u0644 Python, R):<\/strong> \u0647\u064a \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0630\u0647\u0628\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645. \u062a\u0648\u0641\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 (\u0645\u062b\u0644 Pandas, Scikit-learn) \u0642\u062f\u0631\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a. \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0647\u062a\u0645\u064b\u0627 \u0628\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0632\u064a\u062f\u060c \u0641\u0625\u0646 \u0645\u0642\u0627\u0644\u0646\u0627 \u062d\u0648\u0644 <a href=\"https:\/\/jobsdz.com\/?p=27748\">\u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/a> \u064a\u0639\u062f \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0645\u0645\u062a\u0627\u0632\u0629.<\/li>\n<li><strong>\u0645\u0646\u0635\u0627\u062a \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 (HR Analytics Platforms):<\/strong> \u062d\u0644\u0648\u0644 \u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u062a\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u062a\u0642\u062f\u0645 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062c\u0627\u0647\u0632\u0629 \u0648\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u062e\u0635\u0635\u0629.<\/li>\n<\/ul>\n<h2>\u062e\u0637\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629: \u0643\u064a\u0641 \u062a\u0628\u062f\u0623 \u0645\u0634\u0631\u0648\u0639 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629\u061f<\/h2>\n<p>\u0642\u062f \u064a\u0628\u062f\u0648 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0623\u0645\u0631\u0627\u064b \u0634\u0627\u0642\u0627\u064b\u060c \u0648\u0644\u0643\u0646 \u062a\u0642\u0633\u064a\u0645\u0647 \u0625\u0644\u0649 \u062e\u0637\u0648\u0627\u062a \u0645\u0646\u0637\u0642\u064a\u0629 \u064a\u062c\u0639\u0644\u0647 \u0623\u0643\u062b\u0631 \u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u0625\u062f\u0627\u0631\u0629. \u0625\u0644\u064a\u0643 \u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u062d\u0644\u064a\u0644\u064a \u0646\u0627\u062c\u062d.<\/p>\n<ol>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0633\u0624\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 (Business Question):<\/strong> \u0627\u0628\u062f\u0623 \u062f\u0627\u0626\u0645\u0627\u064b \u0628\u0627\u0644\u0647\u062f\u0641. \u0645\u0627 \u0647\u064a \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0627\u0648\u0644 \u062d\u0644\u0647\u0627\u061f &#8220;\u0644\u0645\u0627\u0630\u0627 \u064a\u063a\u0627\u062f\u0631 \u0623\u0641\u0636\u0644 \u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0644\u062f\u064a\u0646\u0627 \u0628\u0639\u062f \u0639\u0627\u0645\u064a\u0646 \u0641\u0642\u0637\u061f&#8221; \u0647\u0648 \u0633\u0624\u0627\u0644 \u0623\u0641\u0636\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 &#8220;\u062f\u0639\u0646\u0627 \u0646\u062d\u0644\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0648\u0631\u0627\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646&#8221;.<\/li>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0638\u064a\u0641\u0647\u0627 (Data Collection and Cleaning):<\/strong> \u0627\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 (\u0646\u0638\u0627\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621). \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0627\u064b \u0644\u0644\u0648\u0642\u062a \u063a\u0627\u0644\u0628\u0627\u064b\u060c \u062d\u064a\u062b \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0648\u062a\u0648\u062d\u064a\u062f \u0627\u0644\u062a\u0646\u0633\u064a\u0642\u0627\u062a.<\/li>\n<li><strong>\u0627\u062e\u062a\u064a\u0627\u0631 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 (Choose the Right Analysis Method):<\/strong> \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0624\u0627\u0644\u0643\u060c \u062d\u062f\u062f \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a \u0627\u0644\u0645\u0637\u0644\u0648\u0628. \u0647\u0644 \u062a\u062d\u062a\u0627\u062c \u0641\u0642\u0637 \u0625\u0644\u0649 \u0648\u0635\u0641 \u0627\u0644\u0648\u0636\u0639 (\u0648\u0635\u0641\u064a)\u061f \u0623\u0645 \u0641\u0647\u0645 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 (\u062a\u0634\u062e\u064a\u0635\u064a)\u061f \u0623\u0645 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 (\u062a\u0646\u0628\u0624\u064a)\u061f<\/li>\n<li><strong>\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0631\u0648\u0627\u064a\u0629 \u0627\u0644\u0642\u0635\u0635 (Data Visualization and Storytelling):<\/strong> \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u062d\u062f\u0647\u0627 \u0646\u0627\u062f\u0631\u0627\u064b \u0645\u0627 \u062a\u0643\u0648\u0646 \u0645\u0642\u0646\u0639\u0629. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0644\u062a\u062d\u0648\u064a\u0644 \u0646\u062a\u0627\u0626\u062c\u0643 \u0625\u0644\u0649 \u0642\u0635\u0629 \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0624\u062b\u0631\u0629 \u064a\u0645\u0643\u0646 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 \u063a\u064a\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646 \u0641\u0647\u0645\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629.<\/li>\n<li><strong>\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0631\u0624\u0649 \u0625\u0644\u0649 \u0625\u062c\u0631\u0627\u0621\u0627\u062a (Translate Insights into Action):<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0647\u0645. \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0630\u064a \u0644\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u063a\u064a\u064a\u0631 \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u0647\u0648 \u0645\u062c\u0631\u062f \u062a\u0645\u0631\u064a\u0646 \u0623\u0643\u0627\u062f\u064a\u0645\u064a. \u0642\u062f\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0648\u0627\u0636\u062d\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c\u0643\u060c \u0648\u062a\u0623\u0643\u062f \u0645\u0646 \u0648\u062c\u0648\u062f \u062e\u0637\u0629 \u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u062a\u0646\u0641\u064a\u0630\u0647\u0627 \u0648\u0642\u064a\u0627\u0633 \u062a\u0623\u062b\u064a\u0631\u0647\u0627.<\/li>\n<\/ol>\n<h2>\u0623\u062e\u0637\u0627\u0621 \u0634\u0627\u0626\u0639\u0629 \u064a\u062c\u0628 \u062a\u062c\u0646\u0628\u0647\u0627<\/h2>\n<p>\u0641\u064a \u0631\u062d\u0644\u062a\u0643 \u0645\u0639 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629\u060c \u0647\u0646\u0627\u0643 \u0628\u0639\u0636 \u0627\u0644\u0639\u0642\u0628\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0639\u0644\u0649 \u062f\u0631\u0627\u064a\u0629 \u0628\u0647\u0627 \u0644\u062a\u062c\u0646\u0628\u0647\u0627.<\/p>\n<ul>\n<li><strong>\u0627\u0644\u062e\u0644\u0637 \u0628\u064a\u0646 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0648\u0627\u0644\u0633\u0628\u0628\u064a\u0629 (Confusing Correlation with Causation):<\/strong> \u0644\u0645\u062c\u0631\u062f \u0623\u0646 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u064a\u062a\u062d\u0631\u0643\u0627\u0646 \u0645\u0639\u0627\u064b\u060c \u0641\u0647\u0630\u0627 \u0644\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0623\u062d\u062f\u0647\u0645\u0627 \u064a\u0633\u0628\u0628 \u0627\u0644\u0622\u062e\u0631. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0642\u062f \u062a\u062c\u062f \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u064b \u0628\u064a\u0646 \u062d\u0636\u0648\u0631 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0644\u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0648\u0627\u0631\u062a\u0641\u0627\u0639 \u0623\u062f\u0627\u0626\u0647\u0645\u060c \u0648\u0644\u0643\u0646 \u0642\u062f \u064a\u0643\u0648\u0646 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0647\u0648 \u0623\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u062d\u0641\u064a\u0632\u0627\u064b \u0647\u0645 \u0645\u0646 \u064a\u0633\u0639\u0648\u0646 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u064a\u062d\u0642\u0642\u0648\u0646 \u0623\u062f\u0627\u0621\u064b \u0623\u0641\u0636\u0644 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0648\u0642\u062a.<\/li>\n<li><strong>\u062a\u062c\u0627\u0647\u0644 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/strong> &#8220;\u0642\u0645\u0627\u0645\u0629 \u062a\u062f\u062e\u0644\u060c \u0642\u0645\u0627\u0645\u0629 \u062a\u062e\u0631\u062c&#8221; (Garbage In, Garbage Out) \u0647\u064a \u0642\u0627\u0639\u062f\u0629 \u0630\u0647\u0628\u064a\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629 \u0623\u0648 \u063a\u064a\u0631 \u0643\u0627\u0645\u0644\u0629 \u0633\u064a\u0624\u062f\u064a \u062d\u062a\u0645\u0627\u064b \u0625\u0644\u0649 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u062e\u0627\u0637\u0626\u0629 \u0648\u0642\u0631\u0627\u0631\u0627\u062a \u0633\u064a\u0626\u0629.<\/li>\n<li><strong>\u0625\u0647\u0645\u0627\u0644 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642:<\/strong> \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u062d\u0633\u0627\u0633\u0629 \u0644\u0644\u063a\u0627\u064a\u0629. \u064a\u062c\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0628\u0623\u0642\u0635\u0649 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0629 \u0648\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0644\u0627\u0626\u062d\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (GDPR). \u0643\u0646 \u0634\u0641\u0627\u0641\u0627\u064b \u0645\u0639 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645 \u0648\u062a\u062c\u0646\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u064a\u0632 \u0623\u0648 \u0627\u0644\u062a\u0645\u064a\u064a\u0632.<\/li>\n<li><strong>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0631\u0624\u0649:<\/strong> \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u063a\u0631\u0642 \u0641\u064a \u0628\u062d\u0631 \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0648\u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a. \u062a\u0630\u0643\u0631 \u062f\u0627\u0626\u0645\u0627\u064b \u0623\u0646 \u0627\u0644\u0647\u062f\u0641 \u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u0628\u0644 \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0630\u0627\u062a \u0645\u0639\u0646\u0649 \u062a\u062f\u0641\u0639 \u0627\u0644\u0639\u0645\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u0645\u0627\u0645.<\/li>\n<\/ul>\n<h2>\u0627\u0644\u062e\u0627\u062a\u0645\u0629: \u0645\u0633\u062a\u0642\u0628\u0644\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h2>\n<p>\u0625\u0646 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629 \u0644\u0645 \u064a\u0639\u062f \u062a\u062e\u0635\u0635\u0627\u064b \u0646\u062e\u0628\u0648\u064a\u0627\u064b \u064a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0642\u062f \u0623\u0635\u0628\u062d \u0645\u0647\u0627\u0631\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0645\u0647\u0646\u064a\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0648\u0642\u0627\u062f\u0629 \u0627\u0644\u0641\u0631\u0642\u060c \u0648\u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u064a\u0646 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621. \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0641\u0647\u0645 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u0647\u064a \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062f\u0627\u0641\u0639\u0629 \u0648\u0631\u0627\u0621 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0648\u0627\u0644\u0646\u0645\u0648 \u0627\u0644\u0645\u0633\u062a\u062f\u0627\u0645. \u0633\u0648\u0627\u0621 \u0643\u0646\u062a \u062a\u0633\u0639\u0649 \u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0623\u0648 \u0642\u064a\u0627\u062f\u0629 \u0645\u0624\u0633\u0633\u062a\u0643 \u0646\u062d\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0623\u0643\u062b\u0631 \u0625\u0634\u0631\u0627\u0642\u0627\u064b\u060c \u0641\u0625\u0646 \u062a\u0628\u0646\u064a \u0646\u0647\u062c \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u0623\u0645\u062b\u0644. \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a\u060c \u0643\u0646 \u0641\u0636\u0648\u0644\u064a\u0627\u064b\u060c \u0648\u0644\u0627 \u062a\u062a\u0648\u0642\u0641 \u0639\u0646 \u0637\u0631\u062d \u0627\u0644\u0623\u0633\u0626\u0644\u0629. \u064a\u0645\u0643\u0646\u0643 \u062a\u0635\u0641\u062d \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a <a href=\"https:\/\/jobsdz.com\/ar\/blog\/\">\u0645\u062f\u0648\u0646\u062a\u0646\u0627<\/a> \u0623\u0648 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0642\u0628\u0644\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0639\u0628\u0631 <a href=\"https:\/\/jobsdz.com\/ar\/submit-resume\">\u062a\u0642\u062f\u064a\u0645 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/a> \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 jobsdz\u060c \u062d\u064a\u062b \u062a\u0644\u062a\u0642\u064a \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0628\u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<h2>Sources<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.oecd.org\/employment\/\" target=\"_blank\" rel=\"noopener noreferrer\">OECD &#8211; Employment<\/a><\/li>\n<li><a href=\"https:\/\/data.worldbank.org\/topic\/social-protection-and-jobs\" target=\"_blank\" rel=\"noopener noreferrer\">The World Bank &#8211; Jobs and Development Data<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u060c \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0631\u062f \u0623\u0631\u0642\u0627\u0645 \u0635\u0627\u0645\u062a\u0629 \u0641\u064a \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061b \u0628\u0644 \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0623\u0635\u0644 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u0642\u064a\u0645\u0629 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u0644\u0644\u0631\u064a\u0627\u062f\u0629 \u0648\u0627\u0644\u062a\u0645\u064a\u0632. \u0648\u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0646\u0627\u0641\u0633 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u0627\u0633\u062a\u0642\u0637\u0627\u0628 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0648\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0647\u0627\u060c \u064a\u0628\u0631\u0632 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0627\u0644\u0629 (Workforce Analytics) \u0643\u0628\u0648\u0635\u0644\u0629 \u062f\u0642\u064a\u0642\u0629 \u062a\u0648\u062c\u0647 \u0635\u0646\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0646\u062d\u0648 \u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0643\u062b\u0631 \u0630\u0643\u0627\u0621\u064b \u0648\u062a\u0623\u062b\u064a\u0631\u0627\u064b. \u0625\u0646 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":43250,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2425],"tags":[],"this-is-test":[],"class_list":["post-43256","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2425"],"mb":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2026\/02\/image-34.png?fit=1024%2C504&ssl=1","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":43409,"url":"https:\/\/jobsdz.com\/ar\/2026\/02\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d9%85%d8%a4%d8%b4%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d8%a8%d8%b7%d8%a7%d9%84%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%b4%d8%a7%d9%85%d9%84-%d9%88\/","url_meta":{"origin":43256,"position":0},"title":"\u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u0644\u064a\u0644 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