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\u0645\u0646\u0647\u062c\u064a\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0647\u062f\u0627\u0641 \u0628\u062d\u062b\u064a\u0629 \u0645\u062d\u062f\u062f\u0629. \u062e\u0635\u0627\u0626\u0635\u0647 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u062a\u0634\u0645\u0644:<\/p>\n<ul>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u062f\u0642\u064a\u0642 \u0644\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641 (Target Population):<\/strong> \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0645\u0631\u0627\u062f \u062f\u0631\u0627\u0633\u062a\u0647\u0627 \u0628\u0648\u0636\u0648\u062d\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u0648\u0627 \u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646 \u0644\u0645\u0646\u062a\u062c \u0645\u0639\u064a\u0646\u060c \u0623\u0648 \u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0642\u0637\u0627\u0639 \u0645\u062d\u062f\u062f\u060c \u0623\u0648 \u0646\u0627\u062e\u0628\u064a\u0646 \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629.<\/li>\n<li><strong>\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0639\u064a\u0646\u0629 (Sampling Methodology):<\/strong> \u064a\u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0628\u0637\u0631\u064a\u0642\u0629 \u062a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u0639\u064a\u0646\u0629 \u062a\u0645\u062b\u0644 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0623\u0643\u0628\u0631 \u0628\u062f\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u0639\u0645\u064a\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c. \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0637\u0628\u0642\u064a\u0629 \u0623\u0648 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0646\u0642\u0648\u062f\u064a\u0629 \u0644\u062a\u0642\u0644\u064a\u0644 &#8220;\u062a\u062d\u064a\u0632 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631&#8221;.<\/li>\n<li><strong>\u062a\u0635\u0645\u064a\u0645 \u0645\u062a\u0642\u0646 \u0644\u0644\u0623\u0633\u0626\u0644\u0629:<\/strong> \u062a\u064f\u0635\u0627\u063a \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0628\u0639\u0646\u0627\u064a\u0629 \u0644\u062a\u0643\u0648\u0646 \u0645\u062d\u0627\u064a\u062f\u0629\u060c \u0648\u0627\u0636\u062d\u0629\u060c \u0648\u063a\u064a\u0631 \u0645\u0648\u062c\u0647\u0629. \u064a\u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0645\u0633\u0628\u0642\u0627\u064b (Pilot Testing) \u0644\u062a\u062c\u0646\u0628 \u0623\u064a \u063a\u0645\u0648\u0636 \u0642\u062f \u064a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646.<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0625\u062d\u0635\u0627\u0626\u064a \u0645\u062a\u0642\u062f\u0645:<\/strong> \u0644\u0627 \u062a\u0642\u062a\u0635\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0644\u0649 \u0639\u0631\u0636 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0645\u0626\u0648\u064a\u0629. \u0628\u0644 \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0631\u0636\u064a\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0627\u0645\u0644\u064a \u0644\u0641\u0647\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0639\u0645\u064a\u0642\u0629.<\/li>\n<\/ul>\n<blockquote>\n<p><strong>\u0646\u0635\u064a\u062d\u0629 \u062e\u0628\u064a\u0631:<\/strong> &#8220;\u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0647\u0628\u064a\u0629 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0623\u064a \u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0645\u0647\u0646\u064a \u0647\u064a \u0627\u0644\u0628\u062f\u0621 \u0628\u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0646\u0647\u0627\u0626\u064a. \u0642\u0628\u0644 \u0643\u062a\u0627\u0628\u0629 \u0633\u0624\u0627\u0644 \u0648\u0627\u062d\u062f\u060c \u0627\u0633\u0623\u0644 \u0646\u0641\u0633\u0643: &#8216;\u0645\u0627 \u0647\u0648 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0630\u064a \u0633\u062a\u0633\u0627\u0639\u062f\u0646\u064a \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0633\u0624\u0627\u0644 \u0641\u064a \u0627\u062a\u062e\u0627\u0630\u0647\u061f&#8217; \u0625\u0630\u0627 \u0644\u0645 \u062a\u0643\u0646 \u0647\u0646\u0627\u0643 \u0625\u062c\u0627\u0628\u0629 \u0648\u0627\u0636\u062d\u0629\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0633\u0624\u0627\u0644 \u063a\u064a\u0631 \u0636\u0631\u0648\u0631\u064a \u0648\u064a\u0636\u064a\u0641 \u0641\u0642\u0637 &#8216;\u0636\u0648\u0636\u0627\u0621&#8217; \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0643.&#8221;<\/p>\n<\/blockquote>\n<h3>\u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0645\u0634\u0631\u0648\u0639 \u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0627\u0644\u0631\u0623\u064a: \u0645\u0646 \u0627\u0644\u0641\u0643\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0623\u062b\u064a\u0631<\/h3>\n<p>\u0625\u0646 \u062a\u0646\u0641\u064a\u0630 \u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0631\u0623\u064a \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u064a\u0634\u0628\u0647 \u0625\u062f\u0627\u0631\u0629 \u0645\u0634\u0631\u0648\u0639 \u0645\u0639\u0642\u062f \u0644\u0647 \u0645\u0631\u0627\u062d\u0644 \u0645\u062d\u062f\u062f\u0629 \u0648\u0645\u062a\u0631\u0627\u0628\u0637\u0629. \u0627\u0644\u0641\u0634\u0644 \u0641\u064a \u0623\u064a \u0645\u0631\u062d\u0644\u0629 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0642\u0648\u0636 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u0623\u0643\u0645\u0644\u0647. \u062a\u062a\u0643\u0648\u0646 \u062f\u0648\u0631\u0629 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0645\u0646 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><strong>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0648\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0628\u062d\u062b:<\/strong> \u062a\u0628\u062f\u0623 \u0627\u0644\u0631\u062d\u0644\u0629 \u0628\u0641\u0647\u0645 \u0648\u0627\u0636\u062d \u0644\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0623\u0648 \u0627\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u0628\u062d\u062b\u064a. \u0647\u0644 \u0646\u0631\u064a\u062f \u0642\u064a\u0627\u0633 \u0627\u0644\u0648\u0639\u064a \u0628\u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u061f \u0623\u0645 \u0641\u0647\u0645 \u0623\u0633\u0628\u0627\u0628 \u062f\u0648\u0631\u0627\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646\u061f \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0630\u0643\u064a\u0629 (SMART): \u0645\u062d\u062f\u062f\u0629\u060c \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u064a\u0627\u0633\u060c \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062d\u0642\u064a\u0642\u060c \u0630\u0627\u062a \u0635\u0644\u0629\u060c \u0648\u0645\u062d\u062f\u062f\u0629 \u0632\u0645\u0646\u064a\u0627\u064b.<\/li>\n<li><strong>\u062a\u0635\u0645\u064a\u0645 \u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u0628\u062d\u062b:<\/strong> \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629\u060c \u064a\u062a\u0645 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u062d\u0627\u0633\u0645\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062f\u0631\u0627\u0633\u0629. \u0647\u0644 \u0633\u062a\u0643\u0648\u0646 \u062f\u0631\u0627\u0633\u0629 \u0645\u0642\u0637\u0639\u064a\u0629 (Cross-sectional) \u062a\u0644\u062a\u0642\u0637 \u0635\u0648\u0631\u0629 \u0641\u064a \u0644\u062d\u0638\u0629 \u0632\u0645\u0646\u064a\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0623\u0645 \u062f\u0631\u0627\u0633\u0629 \u0637\u0648\u0644\u064a\u0629 (Longitudinal) \u062a\u062a\u0628\u0639 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646 \u0639\u0644\u0649 \u0645\u062f\u0649 \u0641\u062a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0632\u0645\u0646\u061f \u0643\u064a\u0641 \u0633\u064a\u062a\u0645 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0639\u064a\u0646\u0629\u061f \u0648\u0645\u0627 \u0647\u0648 \u062d\u062c\u0645 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0627\u0644\u0645\u0631\u063a\u0648\u0628\u061f<\/li>\n<li><strong>\u062a\u0637\u0648\u064a\u0631 \u0623\u062f\u0627\u0629 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (\u0627\u0644\u0627\u0633\u062a\u0628\u064a\u0627\u0646):<\/strong> \u0647\u0646\u0627 \u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644 \u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0628\u062d\u062b \u0625\u0644\u0649 \u0623\u0633\u0626\u0644\u0629 \u0641\u0639\u0644\u064a\u0629. \u064a\u062a\u0645 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0628\u062a\u062f\u0641\u0642 \u0627\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 (\u0645\u062b\u0644 \u0645\u0642\u064a\u0627\u0633 \u0644\u064a\u0643\u0631\u062a)\u060c \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0632\u062f\u0648\u062c\u0629 \u0623\u0648 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n<li><strong>\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Fieldwork):<\/strong> \u064a\u062a\u0645 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629 \u0639\u0628\u0631 \u0642\u0646\u0648\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u060c \u0623\u0648 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0623\u0648 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0627\u062a \u0627\u0644\u0647\u0627\u062a\u0641\u064a\u0629\u060c \u0623\u0648 \u062d\u062a\u0649 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629. \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u062f\u0642\u064a\u0642\u0629 \u0644\u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0636\u0645\u0627\u0646 \u0627\u0643\u062a\u0645\u0627\u0644 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062d\u062f\u062f.<\/li>\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627:<\/strong> \u0628\u0645\u062c\u0631\u062f \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645\u060c \u062a\u0628\u062f\u0623 \u0639\u0645\u0644\u064a\u0629 \u062a\u0646\u0638\u064a\u0641\u0647\u0627 (Data Cleaning) \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0648\u062c\u0648\u062f \u0623\u062e\u0637\u0627\u0621 \u0623\u0648 \u0642\u064a\u0645 \u0645\u062a\u0637\u0631\u0641\u0629. \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062d\u0644\u0644\u0648\u0646 \u0628\u0631\u0627\u0645\u062c \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 SPSS \u0623\u0648 R \u0623\u0648 Python \u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a.<\/li>\n<li><strong>\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631:<\/strong> \u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u062d\u0648\u0644 \u0641\u064a\u0647\u0627 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0625\u0644\u0649 \u0642\u0635\u0629. \u064a\u062a\u0645 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a\u060c \u0648\u062a\u064f\u0643\u062a\u0628 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0639\u0631\u0636 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0642\u062f\u0645 \u0623\u064a\u0636\u0627\u064b \u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0644\u0644\u0625\u062f\u0627\u0631\u0629 \u0623\u0648 \u0627\u0644\u0639\u0645\u064a\u0644.<\/li>\n<\/ol>\n<h2>\u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0648\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0641\u064a \u0642\u0637\u0627\u0639 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642 \u0648\u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a<\/h2>\n<p>\u0642\u0637\u0627\u0639 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642 \u0648\u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u062a\u0646\u0648\u0639 \u0648\u064a\u0642\u062f\u0645 \u0645\u0633\u0627\u0631\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u062a\u0646\u0627\u0633\u0628 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645\u0627\u062a. \u0645\u0646 \u0627\u0644\u0623\u0634\u062e\u0627\u0635 \u0627\u0644\u0630\u064a\u0646 \u064a\u0633\u062a\u0645\u062a\u0639\u0648\u0646 \u0628\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0627\u0644\u0628\u0634\u0631\u064a \u0625\u0644\u0649 \u0623\u0648\u0644\u0626\u0643 \u0627\u0644\u0630\u064a\u0646 \u064a\u0641\u0636\u0644\u0648\u0646 \u0627\u0644\u063a\u0648\u0635 \u0641\u064a \u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u0647\u0646\u0627\u0643 \u062f\u0648\u0631 \u0644\u0644\u062c\u0645\u064a\u0639. \u0641\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0633\u064a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0630\u064a \u064a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a\u0643 \u0648\u062a\u0637\u0644\u0639\u0627\u062a\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u0629.<\/p>\n<h3>\u0645\u062d\u0644\u0644 \u0623\u0628\u062d\u0627\u062b \u0645\u0628\u062a\u062f\u0626 (Junior Research Analyst)<\/h3>\n<p>\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u062a\u0623\u0633\u064a\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u0628\u062f\u0623 \u0628\u0647 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0647\u0646\u064a\u064a\u0646. \u0643\u0645\u062d\u0644\u0644 \u0645\u0628\u062a\u062f\u0626\u060c \u0633\u062a\u0643\u0648\u0646 \u0645\u0633\u0624\u0648\u0644\u0627\u064b \u0639\u0646 \u062f\u0639\u0645 \u0627\u0644\u0641\u0631\u064a\u0642 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0645\u0631\u0627\u062d\u0644 \u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0628\u062d\u062b. \u062a\u0634\u0645\u0644 \u0645\u0647\u0627\u0645\u0643 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0627\u0633\u062a\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0646\u0638\u064a\u0641 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u062f\u0642\u062a\u0647\u0627 \u0648\u0627\u062a\u0633\u0627\u0642\u0647\u0627\u060c \u0648\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0623\u0648\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u0642\u062f\u064a\u0645\u064a\u0629. \u0625\u0646\u0647\u0627 \u0641\u0631\u0635\u0629 \u0645\u0645\u062a\u0627\u0632\u0629 \u0644\u062a\u0639\u0644\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u0644\u0641 \u0625\u0644\u0649 \u0627\u0644\u064a\u0627\u0621 \u0648\u0627\u0643\u062a\u0633\u0627\u0628 \u062e\u0628\u0631\u0629 \u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644.<\/p>\n<h3>\u0645\u062f\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 \u0623\u0628\u062d\u0627\u062b (Research Project Manager)<\/h3>\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062a\u0645\u062a\u0639 \u0628\u0645\u0647\u0627\u0631\u0627\u062a \u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0642\u0648\u064a\u0629 \u0648\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0625\u062f\u0627\u0631\u0629 \u0645\u0647\u0627\u0645 \u0645\u062a\u0639\u062f\u062f\u0629 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f\u060c \u0641\u0642\u062f \u064a\u0643\u0648\u0646 \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0643. \u0645\u062f\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0647\u0648 &#8220;\u0642\u0627\u0626\u062f \u0627\u0644\u0623\u0648\u0631\u0643\u0633\u062a\u0631\u0627&#8221; \u0627\u0644\u0630\u064a \u064a\u0636\u0645\u0646 \u0633\u064a\u0631 \u062c\u0645\u064a\u0639 \u062c\u0648\u0627\u0646\u0628 \u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0628\u0633\u0644\u0627\u0633\u0629\u060c \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646 \u0648\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629. \u0625\u0646\u0647\u0645 \u064a\u062d\u0644\u0648\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629 \u0648\u064a\u0636\u0645\u0646\u0648\u0646 \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u062d\u062f\u062f \u0648\u0641\u064a \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0628\u0623\u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0645\u0645\u0643\u0646\u0629.<\/p>\n<h3>\u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \/ \u0645\u062d\u0644\u0644 \u0643\u0645\u064a (Data Scientist \/ Quantitative Analyst)<\/h3>\n<p>\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u062e\u0635\u0635\u0627\u064b \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0641\u0646\u064a\u0629. \u0627\u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0643\u0645\u064a \u0647\u0648 \u062e\u0628\u064a\u0631 \u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629. \u064a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0646\u0642\u0648\u062f\u064a (Cluster Analysis) \u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0625\u0644\u0649 \u0634\u0631\u0627\u0626\u062d\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u062a\u0631\u0643 (Conjoint Analysis) \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u0648\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u064a\u062a\u0637\u0644\u0628 \u0647\u0630\u0627 \u0627\u0644\u062f\u0648\u0631 \u0625\u062a\u0642\u0627\u0646\u0627\u064b \u0642\u0648\u064a\u0627\u064b \u0644\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u062b\u0644 R \u0648 Python \u0648\u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0639\u0644\u064a\u0647\u0627.<\/p>\n<h3>\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0646\u0648\u0639\u064a\u0629 (Qualitative Researcher)<\/h3>\n<p>\u0628\u064a\u0646\u0645\u0627 \u064a\u0631\u0643\u0632 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u0643\u0645\u064a\u0648\u0646 \u0639\u0644\u0649 &#8220;\u0645\u0627\u0630\u0627&#8221; \u0648&#8221;\u0643\u0645&#8221;\u060c \u064a\u0631\u0643\u0632 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u0646\u0648\u0639\u064a\u0648\u0646 \u0639\u0644\u0649 &#8220;\u0644\u0645\u0627\u0630\u0627&#8221; \u0648&#8221;\u0643\u064a\u0641&#8221;. \u0625\u0646\u0647\u0645 \u064a\u0630\u0647\u0628\u0648\u0646 \u0625\u0644\u0649 \u0645\u0627 \u0647\u0648 \u0623\u0628\u0639\u062f \u0645\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0644\u0641\u0647\u0645 \u0627\u0644\u062f\u0648\u0627\u0641\u0639 \u0648\u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0644\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646. \u064a\u0633\u062a\u062e\u062f\u0645\u0648\u0646 \u0637\u0631\u0642\u0627\u064b \u0645\u062b\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062a\u0631\u0643\u064a\u0632 (Focus Groups)\u060c \u0648\u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0645\u0642\u0629 (In-depth Interviews)\u060c \u0648\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0625\u062b\u0646\u0648\u063a\u0631\u0627\u0641\u064a\u0629. \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0633\u062a\u0645\u0627\u0639 \u0645\u0645\u062a\u0627\u0632\u0629\u060c \u0648\u0641\u0636\u0648\u0644\u0627\u064b\u060c \u0648\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a) \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629.<\/p>\n<p>\u0644\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0641\u0631\u0648\u0642\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644\u060c \u0625\u0644\u064a\u0643 \u062c\u062f\u0648\u0644 \u064a\u0642\u0627\u0631\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0643\u0644 \u062f\u0648\u0631:<\/p>\n<table border=\"1\" style=\"width:100%; border-collapse: collapse;\">\n<thead>\n<tr>\n<th style=\"padding: 10px; background-color: #f2f2f2;\">\u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/th>\n<th style=\"padding: 10px; background-color: #f2f2f2;\">\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/th>\n<th style=\"padding: 10px; background-color: #f2f2f2;\">\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/th>\n<th style=\"padding: 10px; background-color: #f2f2f2;\">\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 10px;\">\u0645\u062d\u0644\u0644 \u0623\u0628\u062d\u0627\u062b \u0645\u0628\u062a\u062f\u0626<\/td>\n<td style=\"padding: 10px;\">Microsoft Excel, PowerPoint, \u0623\u0633\u0627\u0633\u064a\u0627\u062a SPSS\/R<\/td>\n<td style=\"padding: 10px;\">\u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0628\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644\u060c \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645\u060c \u0627\u0644\u062a\u0646\u0638\u064a\u0645<\/td>\n<td style=\"padding: 10px;\">\u062f\u0639\u0645 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 10px;\">\u0645\u062f\u064a\u0631 \u0645\u0634\u0631\u0648\u0639 \u0623\u0628\u062d\u0627\u062b<\/td>\n<td style=\"padding: 10px;\">\u0628\u0631\u0627\u0645\u062c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 (Asana, Trello), MS Project<\/td>\n<td style=\"padding: 10px;\">\u0627\u0644\u062a\u0648\u0627\u0635\u0644\u060c \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0648\u0642\u062a\u060c \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a\u060c \u0627\u0644\u062a\u0641\u0627\u0648\u0636<\/td>\n<td style=\"padding: 10px;\">\u0636\u0645\u0627\u0646 \u062a\u0633\u0644\u064a\u0645 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u0643\u0641\u0627\u0621\u0629<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 10px;\">\u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \/ \u0645\u062d\u0644\u0644 \u0643\u0645\u064a<\/td>\n<td style=\"padding: 10px;\">\u0625\u062a\u0642\u0627\u0646 SPSS\/R\/Python, SQL, \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629<\/td>\n<td style=\"padding: 10px;\">\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0646\u0642\u062f\u064a\u060c \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0627\u0644\u062f\u0642\u0629<\/td>\n<td style=\"padding: 10px;\">\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0639\u0645\u064a\u0642\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 10px;\">\u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0646\u0648\u0639\u064a\u0629<\/td>\n<td style=\"padding: 10px;\">\u0628\u0631\u0627\u0645\u062c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 (NVivo), \u0623\u062f\u0648\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0627\u062a<\/td>\n<td style=\"padding: 10px;\">\u0627\u0644\u062a\u0639\u0627\u0637\u0641\u060c \u0627\u0644\u0627\u0633\u062a\u0645\u0627\u0639 \u0627\u0644\u0641\u0639\u0627\u0644\u060c \u0627\u0644\u0641\u0636\u0648\u0644 \u0627\u0644\u0641\u0643\u0631\u064a\u060c \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629<\/td>\n<td style=\"padding: 10px;\">\u0641\u0647\u0645 \u0627\u0644\u062f\u0648\u0627\u0641\u0639 \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0625\u0646\u0633\u0627\u0646\u064a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0646\u062c\u0627\u062d \u0627\u0644\u062f\u0627\u0626\u0645 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a<\/h2>\n<p>\u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0645\u062d\u062f\u062f \u0627\u0644\u0630\u064a \u062a\u0633\u062a\u0647\u062f\u0641\u0647\u060c \u0647\u0646\u0627\u0643 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u0643\u0644 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0644\u0645\u0647\u0646\u064a \u0627\u0644\u0646\u0627\u062c\u062d \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644. \u0625\u0646 \u062a\u0637\u0648\u064a\u0631 \u0647\u0630\u0647 \u0627\u0644\u0643\u0641\u0627\u0621\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0647\u0648 \u0645\u0627 \u064a\u0645\u064a\u0632 \u0627\u0644\u062e\u0628\u064a\u0631 \u0639\u0646 \u0627\u0644\u0645\u0628\u062a\u062f\u0626 \u0648\u064a\u0641\u062a\u062d \u0627\u0644\u0623\u0628\u0648\u0627\u0628 \u0623\u0645\u0627\u0645 \u0641\u0631\u0635 \u0627\u0644\u0646\u0645\u0648 \u0648\u0627\u0644\u0642\u064a\u0627\u062f\u0629.<\/p>\n<h3>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0648\u0627\u0644\u0643\u0645\u064a\u0629<\/h3>\n<p>\u0641\u064a \u062c\u0648\u0647\u0631 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u0643\u0645\u0646 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0628\u0634\u0643\u0644 \u0646\u0642\u062f\u064a \u062d\u064a\u0627\u0644\u0647\u0627. \u0647\u0630\u0627 \u0644\u0627 \u064a\u0639\u0646\u064a \u0628\u0627\u0644\u0636\u0631\u0648\u0631\u0629 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0639\u0628\u0642\u0631\u064a\u0627\u064b \u0641\u064a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u062a\u0637\u0644\u0628 &#8220;\u0645\u062d\u0648 \u0623\u0645\u064a\u0629 \u0625\u062d\u0635\u0627\u0626\u064a\u0629&#8221; (Statistical Literacy). \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0642\u0627\u062f\u0631\u0627\u064b \u0639\u0644\u0649 \u0641\u0647\u0645 \u0645\u0641\u0627\u0647\u064a\u0645 \u0645\u062b\u0644 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0627\u062a\u060c \u0648\u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629\u060c \u0648\u0627\u0644\u0647\u0648\u0627\u0645\u0634 \u0627\u0644\u062e\u0637\u0623\u060c \u0648\u0627\u0644\u062f\u0644\u0627\u0644\u0629 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629. \u0627\u0644\u0623\u0647\u0645 \u0645\u0646 \u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0645\u062a\u0644\u0643 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u0648\u0637\u0631\u062d \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u060c \u0648\u062a\u062d\u062f\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a. \u0647\u0644 \u0647\u0646\u0627\u0643 \u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0631\u0636\u0627 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0648\u0644\u0627\u0626\u0647\u0645\u061f \u0647\u0644 \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u064a\u0646 \u0627\u0644\u0641\u0626\u0627\u062a \u0627\u0644\u062f\u064a\u0645\u0648\u063a\u0631\u0627\u0641\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u061f \u0647\u0630\u0647 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0634\u0631\u064a\u062d \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0645\u0641\u062a\u0627\u062d \u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0645\u0639\u0631\u0641\u0629.<\/p>\n<blockquote>\n<p><strong>\u062d\u0642\u064a\u0642\u0629 \u0635\u0627\u062f\u0645\u0629:<\/strong> &#8220;\u0648\u0641\u0642\u0627\u064b \u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0639\u062f\u064a\u062f\u0629 \u0641\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0625\u062f\u0631\u0627\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u062f\u0645\u0627\u063a \u0627\u0644\u0628\u0634\u0631\u064a \u0645\u0628\u0631\u0645\u062c \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062d\u062a\u0649 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\u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629<\/h3>\n<p>\u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0623\u0645\u0631\u0627\u064b \u0644\u0627 \u0645\u0641\u0631 \u0645\u0646\u0647. \u0644\u0642\u062f \u0648\u0644\u062a \u0627\u0644\u0623\u064a\u0627\u0645 \u0627\u0644\u062a\u064a \u0643\u0627\u0646\u062a \u0641\u064a\u0647\u0627 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u062a\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0631\u0642 \u0648\u0627\u0644\u0642\u0644\u0645. \u0627\u0644\u064a\u0648\u0645\u060c \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u0648\u0646 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 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\u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0623\u0633\u0626\u0644\u0629\u060c \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062a\u0635\u0645\u064a\u0645.<\/li>\n<li><strong>\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a:<\/strong> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062c\u0627\u062f\u0629\u060c \u064a\u0639\u062f Excel \u063a\u064a\u0631 \u0643\u0627\u0641\u064d. \u064a\u0639\u062f \u062a\u0639\u0644\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062d\u0632\u0645 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 SPSS (\u0634\u0627\u0626\u0639 \u0641\u064a \u0627\u0644\u0623\u0648\u0633\u0627\u0637 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0623\u0628\u062d\u0627\u062b 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\u064a\u0646\u0637\u0628\u0642 \u0645\u0628\u062f\u0623 &#8220;\u0627\u0644\u0642\u0645\u0627\u0645\u0629 \u062a\u062f\u062e\u0644\u060c \u0627\u0644\u0642\u0645\u0627\u0645\u0629 \u062a\u062e\u0631\u062c&#8221; (Garbage In, Garbage Out) \u0628\u0642\u0648\u0629. \u064a\u0645\u0643\u0646 \u0644\u062e\u0637\u0623 \u0635\u063a\u064a\u0631 \u0648\u0627\u062d\u062f \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0633\u0624\u0627\u0644\u060c \u0623\u0648 \u062e\u0644\u0644 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0623\u0648 \u0639\u062f\u0645 \u062f\u0642\u0629 \u0641\u064a \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0623\u0646 \u064a\u0634\u0648\u0647 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0623\u0643\u0645\u0644\u0647\u0627 \u0648\u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a \u062e\u0627\u0637\u0626\u0629 \u0648\u0642\u0631\u0627\u0631\u0627\u062a \u0643\u0627\u0631\u062b\u064a\u0629. \u0644\u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0645\u062a\u0644\u0627\u0643 \u0639\u064a\u0646 \u062b\u0627\u0642\u0628\u0629 \u0644\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u0648\u0647\u0630\u0627 \u064a\u0634\u0645\u0644 \u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u0628\u064a\u0627\u0646 \u0639\u062f\u0629 \u0645\u0631\u0627\u062a \u0628\u062d\u062b\u0627\u064b \u0639\u0646 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0645\u0637\u0628\u0639\u064a\u0629 \u0623\u0648 \u0627\u0644\u063a\u0645\u0648\u0636\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0628\u062d\u062b\u0627\u064b \u0639\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0623\u0648 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u064a\u0645\u0629)\u060c \u0648\u062a\u0648\u062b\u064a\u0642 \u0643\u0644 \u062e\u0637\u0648\u0629 \u0645\u0646 \u062e\u0637\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631.<\/p>\n<h2>\u0628\u0646\u0627\u0621 \u0645\u0633\u0627\u0631\u0643 \u0627\u0644\u0645\u0647\u0646\u064a: \u062e\u0637\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629 (Actionable Steps)<\/h2>\n<p>\u0625\u0646 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0641\u0647\u0645 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0625\u0644\u0649 \u0628\u0646\u0627\u0621 \u062d\u064a\u0627\u0629 \u0645\u0647\u0646\u064a\u0629 \u0646\u0627\u062c\u062d\u0629 \u0641\u064a\u0647 \u064a\u062a\u0637\u0644\u0628 \u062e\u0637\u0629 \u0639\u0645\u0644 \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0646\u0647\u062c\u064a\u0629. \u0644\u0627 \u064a\u0643\u0641\u064a \u0645\u062c\u0631\u062f \u0627\u0644\u0631\u063a\u0628\u0629\u061b \u0628\u0644 \u064a\u062c\u0628 \u0627\u062a\u062e\u0627\u0630 \u062e\u0637\u0648\u0627\u062a \u0645\u0644\u0645\u0648\u0633\u0629 \u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062e\u0628\u0631\u0627\u062a \u0648\u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062e\u0631\u064a\u0637\u0629 \u0637\u0631\u064a\u0642 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0639\u0644\u0649 \u0627\u0644\u0628\u062f\u0621.<\/p>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 1: \u0628\u0646\u0627\u0621 \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a<\/h3>\n<p>\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u0629 \u0642\u062f \u0644\u0627 \u062a\u062a\u0637\u0644\u0628 \u0634\u0647\u0627\u062f\u0629 \u062c\u0627\u0645\u0639\u064a\u0629 \u0645\u062d\u062f\u062f\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0639\u0644\u064a\u0645 \u0631\u0633\u0645\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0630\u064a \u0635\u0644\u0629 \u064a\u0645\u0646\u062d\u0643 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0648\u064a\u0648\u0641\u0631 \u0644\u0643 \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0646\u0638\u0631\u064a \u0627\u0644\u0644\u0627\u0632\u0645. \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u0638\u0649 \u0628\u062a\u0642\u062f\u064a\u0631 \u0643\u0628\u064a\u0631 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0642\u0637\u0627\u0639 \u062a\u0634\u0645\u0644:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0623\u0648 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a:<\/strong> \u064a\u0648\u0641\u0631 \u0644\u0643 \u0623\u0633\u0627\u0633\u0627\u064b \u0642\u0648\u064a\u0627\u064b \u0641\u064a \u0627\u0644\u0646\u0638\u0631\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0623\u0648 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644:<\/strong> \u064a\u0645\u0646\u062d\u0643 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0644\u0641\u0647\u0645 \u0633\u0628\u0628 \u0623\u0647\u0645\u064a\u0629 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642.<\/li>\n<li><strong>\u0639\u0644\u0645 \u0627\u0644\u0646\u0641\u0633 \u0623\u0648 \u0639\u0644\u0645 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639:<\/strong> \u064a\u0633\u0627\u0639\u062f\u0643 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0628\u0634\u0631\u064a \u0648\u0643\u064a\u0641\u064a\u0629 \u062a\u0623\u062b\u064a\u0631\u0647 \u0639\u0644\u0649 \u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639.<\/li>\n<li><strong>\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628:<\/strong> \u064a\u0632\u0648\u062f\u0643 \u0628\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/li>\n<\/ul>\n<p>\u0628\u0635\u0631\u0641 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0634\u0647\u0627\u062f\u062a\u0643\u060c \u0641\u0643\u0631 \u0641\u064a \u0623\u062e\u0630 \u062f\u0648\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0641\u064a \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u0623\u0648 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u060c \u0623\u0648 \u0628\u0631\u0627\u0645\u062c \u0645\u0639\u064a\u0646\u0629 \u0645\u062b\u0644 R \u0623\u0648 Python. \u062a\u0639\u062a\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 Coursera \u0648 edX \u0645\u0635\u0627\u062f\u0631 \u0645\u0645\u062a\u0627\u0632\u0629. \u0625\u0646 \u0641\u0647\u0645 <a href=\"https:\/\/jobsdz.com\/?p=27146\">\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0645\u0647\u0646\u064a \u0644\u0644\u0634\u0628\u0627\u0628 \u0648\u062f\u0648\u0631\u0647 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0642\u0628\u0644\u0647\u0645 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/a> \u0647\u0648 \u0646\u0642\u0637\u0629 \u0627\u0644\u0627\u0646\u0637\u0644\u0627\u0642 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0627\u0644\u0635\u062d\u064a\u062d \u0627\u0644\u0630\u064a \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0637\u0645\u0648\u062d\u0627\u062a\u0643.<\/p>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 2: \u0627\u0643\u062a\u0633\u0627\u0628 \u062e\u0628\u0631\u0629 \u0639\u0645\u0644\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/h3>\n<p>\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0627 \u062a\u0642\u0644 \u0623\u0647\u0645\u064a\u0629 \u0639\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0627\u0644\u0646\u0638\u0631\u064a. \u0627\u0628\u062d\u062b \u0628\u0646\u0634\u0627\u0637 \u0639\u0646 \u0641\u0631\u0635 \u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0627 \u062a\u0639\u0644\u0645\u062a\u0647 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/p>\n<ul>\n<li><strong>\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062f\u0627\u062e\u0644\u064a (Internships):<\/strong> \u064a\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0634\u0631\u0643\u0629 \u0623\u0628\u062d\u0627\u062b \u0633\u0648\u0642 \u0623\u0648 \u0642\u0633\u0645 \u0623\u0628\u062d\u0627\u062b \u0641\u064a \u0634\u0631\u0643\u0629 \u0643\u0628\u064a\u0631\u0629 \u0637\u0631\u064a\u0642\u0629 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646 \u0644\u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u062e\u0628\u0631\u0629 \u0648\u0631\u0624\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0645\u0646 \u0627\u0644\u062f\u0627\u062e\u0644.<\/li>\n<li><strong>\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0637\u0648\u0639\u064a\u0629:<\/strong> \u0627\u0639\u0631\u0636 \u062e\u062f\u0645\u0627\u062a\u0643 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0631\u0628\u062d\u064a\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629. \u0642\u062f \u062a\u062d\u062a\u0627\u062c \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0642\u064a\u0627\u0633 \u062a\u0623\u062b\u064a\u0631 \u0628\u0631\u0627\u0645\u062c\u0647\u0627 \u0623\u0648 \u0641\u0647\u0645 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u062c\u062a\u0645\u0639\u0627\u062a\u0647\u0627.<\/li>\n<li><strong>\u0645\u0634\u0627\u0631\u064a\u0639 \u0634\u062e\u0635\u064a\u0629:<\/strong> \u0623\u0646\u0634\u0626 \u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u064b \u062e\u0627\u0635\u0627\u064b \u0628\u0643 \u062d\u0648\u0644 \u0645\u0648\u0636\u0648\u0639 \u064a\u062b\u064a\u0631 \u0627\u0647\u062a\u0645\u0627\u0645\u0643. \u0642\u0645 \u0628\u062a\u0635\u0645\u064a\u0645\u0647 \u0648\u062a\u0648\u0632\u064a\u0639\u0647 \u0648\u062a\u062d\u0644\u064a\u0644 \u0646\u062a\u0627\u0626\u062c\u0647. \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0635\u0628\u062d \u0647\u0630\u0627 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062c\u0632\u0621\u0627\u064b \u0645\u0646 \u0645\u062d\u0641\u0638\u062a\u0643 (Portfolio) \u0627\u0644\u062a\u064a \u062a\u0639\u0631\u0636\u0647\u0627 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646.<\/li>\n<\/ul>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 3: \u062a\u0637\u0648\u064a\u0631 \u0639\u0644\u0627\u0645\u062a\u0643 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0648\u0634\u0628\u0643\u0629 \u0639\u0644\u0627\u0642\u0627\u062a\u0643<\/h3>\n<p>\u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0623\u0646 \u062a\u0628\u0631\u0632. <a href=\"https:\/\/jobsdz.com\/?p=26701\">\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u0633\u062a\u0642\u0628\u0644\u0643 \u0627\u0644\u0645\u0647\u0646\u064a<\/a> \u062a\u0643\u0645\u0646 \u0641\u064a \u0642\u062f\u0631\u062a\u0643 \u0639\u0644\u0649 \u0639\u0631\u0636 \u062e\u0628\u0631\u062a\u0643 \u0648\u0634\u063a\u0641\u0643 \u0628\u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n<ul>\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0645\u0644\u0641\u0643 \u0639\u0644\u0649 LinkedIn:<\/strong> \u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646 \u0645\u0644\u0641\u0643 \u0627\u0644\u0634\u062e\u0635\u064a \u0645\u062d\u062f\u062b\u060c \u0648\u064a\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0648\u062e\u0628\u0631\u0627\u062a\u0643 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644. \u0627\u0637\u0644\u0628 \u062a\u0648\u0635\u064a\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u062a\u0630\u0629 \u0623\u0648 \u0627\u0644\u0645\u0634\u0631\u0641\u064a\u0646.<\/li>\n<li><strong>\u062d\u0636\u0648\u0631 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u062a\u0645\u0631\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629:<\/strong> \u0633\u0648\u0627\u0621 \u0643\u0627\u0646\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0623\u0648 \u0634\u062e\u0635\u064a\u0627\u064b\u060c \u062a\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0627\u062a \u0645\u0643\u0627\u0646\u0627\u064b \u0631\u0627\u0626\u0639\u0627\u064b \u0644\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639 \u0627\u0644\u0645\u0647\u0646\u064a\u064a\u0646 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/li>\n<li><strong>\u0645\u062a\u0627\u0628\u0639\u0629 \u0642\u0627\u062f\u0629 \u0627\u0644\u0641\u0643\u0631 \u0648\u0627\u0644\u0645\u062f\u0648\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629:<\/strong> \u0627\u0642\u0631\u0623 \u0628\u0627\u0646\u062a\u0638\u0627\u0645 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u062f\u0648\u0646\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062a\u0628\u0642\u0649 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u0628\u0623\u062d\u062f\u062b \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a. \u064a\u0645\u0643\u0646\u0643 \u062f\u0627\u0626\u0645\u0627\u064b \u0627\u0644\u0639\u0648\u062f\u0629 \u0625\u0644\u0649 <a href=\"https:\/\/jobsdz.com\/ar\/blog\/\">\u0645\u062f\u0648\u0646\u062a\u0646\u0627<\/a> \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u062d\u062f\u062b \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0627\u0644\u0645\u0647\u0646\u064a\u0629.<\/li>\n<\/ul>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 4: \u0627\u0644\u062a\u0642\u062f\u064a\u0645 \u0644\u0644\u0648\u0638\u0627\u0626\u0641 \u0648\u062a\u062e\u0635\u064a\u0635 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/h3>\n<p>\u0639\u0646\u062f\u0645\u0627 \u062a\u0634\u0639\u0631 \u0623\u0646\u0643 \u0645\u0633\u062a\u0639\u062f \u0644\u0644\u0628\u062d\u062b \u0639\u0646 <a href=\"https:\/\/jobsdz.com\/ar\/wadifa\">\u0648\u0638\u064a\u0641\u0629<\/a>\u060c \u0644\u0627 \u062a\u0631\u0633\u0644 \u0646\u0641\u0633 \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0644\u0643\u0644 \u0634\u0631\u0643\u0629.<\/p>\n<ul>\n<li><strong>\u062e\u0635\u0635 \u0637\u0644\u0628\u0643:<\/strong> \u0627\u0642\u0631\u0623 \u0627\u0644\u0648\u0635\u0641 \u0627\u0644\u0648\u0638\u064a\u0641\u064a \u0628\u0639\u0646\u0627\u064a\u0629 \u0648\u0642\u0645 \u0628\u062a\u0639\u062f\u064a\u0644 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0631\u0633\u0627\u0644\u062a\u0643 \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u064a\u0629 \u0644\u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u062e\u0628\u0631\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0635\u0644\u0629 \u0628\u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0627\u0644\u0645\u0639\u0644\u0646 \u0639\u0646\u0647\u0627.<\/li>\n<li><strong>\u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u062a\u0627\u062d\u064a\u0629:<\/strong> \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0623\u0646\u0638\u0645\u0629 \u062a\u062a\u0628\u0639 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u064a\u0646 (ATS) \u0644\u0645\u0633\u062d \u0627\u0644\u0633\u064a\u0631 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0628\u062d\u062b\u0627\u064b \u0639\u0646 \u0643\u0644\u0645\u0627\u062a \u0645\u0641\u062a\u0627\u062d\u064a\u0629 \u0645\u062d\u062f\u062f\u0629. \u062a\u0623\u0643\u062f \u0645\u0646 \u062a\u0636\u0645\u064a\u0646 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u062b\u0644 &#8220;\u062a\u062d\u0644\u064a\u0644 \u0643\u0645\u064a&#8221;\u060c &#8220;SPSS&#8221;\u060c &#8220;\u062a\u0635\u0645\u064a\u0645 \u0627\u0633\u062a\u0628\u064a\u0627\u0646&#8221;\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0641\u064a \u0625\u0639\u0644\u0627\u0646 \u0627\u0644\u0648\u0638\u064a\u0641\u0629.<\/li>\n<li><strong>\u0627\u0633\u062a\u0639\u062f \u0644\u0644\u0645\u0642\u0627\u0628\u0644\u0629:<\/strong> \u0643\u0646 \u0645\u0633\u062a\u0639\u062f\u0627\u064b \u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644\u060c \u0648\u0634\u0631\u062d \u0645\u0646\u0647\u062c\u064a\u062a\u0643\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u0627\u0645\u0644\u0643 \u0645\u0639 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a. \u0642\u062f \u064a\u064f\u0637\u0644\u0628 \u0645\u0646\u0643 \u0625\u0643\u0645\u0627\u0644 \u062f\u0631\u0627\u0633\u0629 \u062d\u0627\u0644\u0629 (Case Study) \u0643\u062c\u0632\u0621 \u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u0629.<\/li>\n<\/ul>\n<p>\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u0645\u0644\u0641\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0648\u062a\u0642\u062f\u064a\u0645\u0647 \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 jobsdz \u0645\u0646 \u062e\u0644\u0627\u0644 \u0635\u0641\u062d\u0629 <a href=\"https:\/\/jobsdz.com\/ar\/submit-resume\">\u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/a>.<\/p>\n<h2>\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0648\u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u062a\u062c\u0646\u0628\u0647\u0627<\/h2>\n<p>\u0625\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u062a\u0645\u064a\u0632 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0644\u0631\u0623\u064a \u0645\u062d\u0641\u0648\u0641 \u0628\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0636\u0644\u0644 \u062d\u062a\u0649 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u062e\u0628\u0631\u0629. \u0625\u0646 \u0625\u062f\u0631\u0627\u0643 \u0647\u0630\u0647 \u0627\u0644\u0645\u0632\u0627\u0644\u0642 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0647\u0648 \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0646\u062d\u0648 \u062a\u062c\u0646\u0628\u0647\u0627 \u0648\u0636\u0645\u0627\u0646 \u0623\u0646 \u0639\u0645\u0644\u0643 \u064a\u062a\u0645\u062a\u0639 \u0628\u0627\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0648\u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629.<\/p>\n<h3>\u062a\u062c\u0627\u0647\u0644 \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0639\u064a\u0646\u0627\u062a (Sampling Bias)<\/h3>\n<p>\u064a\u062d\u062f\u062b \u0647\u0630\u0627 \u0627\u0644\u062e\u0637\u0623 \u0639\u0646\u062f\u0645\u0627 \u0644\u0627 \u062a\u0643\u0648\u0646 \u0627\u0644\u0639\u064a\u0646\u0629 \u0627\u0644\u062a\u064a \u0627\u062e\u062a\u0631\u062a\u0647\u0627 \u0645\u0645\u062b\u0644\u0629 \u062d\u0642\u0627\u064b \u0644\u0644\u062c\u0645\u0647\u0648\u0631 \u0627\u0644\u0630\u064a \u062a\u062d\u0627\u0648\u0644 \u062f\u0631\u0627\u0633\u062a\u0647. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0625\u0630\u0627 \u0642\u0645\u062a \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u0633\u062a\u0637\u0644\u0627\u0639 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0641\u0642\u0637 \u062d\u0648\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u0623\u0646 \u062a\u0633\u062a\u0628\u0639\u062f \u0643\u0628\u0627\u0631 \u0627\u0644\u0633\u0646 \u0623\u0648 \u0627\u0644\u0623\u0641\u0631\u0627\u062f \u0630\u0648\u064a \u0627\u0644\u062f\u062e\u0644 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u0630\u064a\u0646 \u0642\u062f \u0644\u0627 \u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0647\u0645 \u0646\u0641\u0633 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0645\u0646\u062d\u0627\u0632\u0629. \u0644\u062a\u062c\u0646\u0628 \u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u0642 \u0623\u062e\u0630 \u0627\u0644\u0639\u064a\u0646\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0643\u0644\u0645\u0627 \u0623\u0645\u0643\u0646 \u0630\u0644\u0643\u060c \u0648\u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0634\u0631\u0627\u0626\u062d \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0633\u0643\u0627\u0646.<\/p>\n<h3>\u0635\u064a\u0627\u063a\u0629 \u0623\u0633\u0626\u0644\u0629 \u0645\u0648\u062c\u0647\u0629 \u0623\u0648 \u063a\u0627\u0645\u0636\u0629 (Leading Questions)<\/h3>\n<p>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u0635\u064a\u063a \u0628\u0647\u0627 \u0627\u0644\u0633\u0624\u0627\u0644 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062b\u0631 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0635\u0644 \u0639\u0644\u064a\u0647\u0627. \u0627\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u0645\u0648\u062c\u0647 \u0647\u0648 \u0627\u0644\u0630\u064a \u064a\u062f\u0641\u0639 \u0627\u0644\u0645\u0633\u062a\u062c\u064a\u0628 \u0628\u0645\u0647\u0627\u0631\u0629 \u0646\u062d\u0648 \u0625\u062c\u0627\u0628\u0629 \u0645\u0639\u064a\u0646\u0629.<\/p>\n<ul>\n<li><strong>\u0645\u062b\u0627\u0644 \u0633\u064a\u0621 (\u0645\u0648\u062c\u0647):<\/strong> &#8220;\u0628\u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0628\u064a\u0626\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629\u060c \u0645\u0627 \u0645\u062f\u0649 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0634\u0631\u0627\u0626\u0643 \u0644\u0648\u0627\u062d\u062f\u0629\u061f&#8221;<\/li>\n<li><strong>\u0645\u062b\u0627\u0644 \u062c\u064a\u062f (\u0645\u062d\u0627\u064a\u062f):<\/strong> &#8220;\u0645\u0627 \u0645\u062f\u0649 \u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0634\u0631\u0627\u0626\u0643 \u0644\u0633\u064a\u0627\u0631\u0629 \u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0645\u064a\u0646 \u0627\u0644\u0645\u0642\u0628\u0644\u064a\u0646\u061f&#8221;<\/li>\n<\/ul>\n<p>\u0648\u0628\u0627\u0644\u0645\u062b\u0644\u060c \u064a\u062c\u0628 \u062a\u062c\u0646\u0628 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u0632\u062f\u0648\u062c\u0629 (\u0627\u0644\u062a\u064a \u062a\u0633\u0623\u0644 \u0639\u0646 \u0634\u064a\u0626\u064a\u0646 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f) \u0648\u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u0643\u0648\u0646 \u063a\u064a\u0631 \u0648\u0627\u0636\u062d\u0629 \u0644\u0644\u0645\u0633\u062a\u062c\u064a\u0628 \u0627\u0644\u0639\u0627\u062f\u064a.<\/p>\n<h3>\u0625\u0647\u0645\u0627\u0644 \u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0648\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p>\u0627\u0644\u062b\u0642\u0629 \u0647\u064a \u062d\u062c\u0631 \u0627\u0644\u0632\u0627\u0648\u064a\u0629 \u0641\u064a \u0623\u064a \u0628\u062d\u062b. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0648\u0646 \u0639\u0644\u0649 \u062b\u0642\u0629 \u0645\u0646 \u0623\u0646 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0645 \u0633\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0648\u0623\u0646 \u062e\u0635\u0648\u0635\u064a\u062a\u0647\u0645 \u0633\u062a\u064f\u062d\u062a\u0631\u0645. \u0648\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0627\u0644\u0635\u0627\u0631\u0645 \u0628\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u062a\u064a \u0648\u0636\u0639\u062a\u0647\u0627 \u0645\u0646\u0638\u0645\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/esomar.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">ESOMAR<\/a>. \u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0648\u0627\u0641\u0642\u0629 \u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646\u060c \u0648\u0625\u062e\u0641\u0627\u0621 \u0647\u0648\u064a\u062a\u0647\u0645 \u0641\u064a \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0648\u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0645\u0646\u0639 \u0627\u0644\u0648\u0635\u0648\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647\u060c \u0648\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0642\u0648\u0627\u0646\u064a\u0646 \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) \u0641\u064a \u0623\u0648\u0631\u0648\u0628\u0627\u060c \u0644\u0645 \u064a\u0639\u062f \u0647\u0630\u0627 \u0645\u062c\u0631\u062f \u0645\u0645\u0627\u0631\u0633\u0629 \u062c\u064a\u062f\u0629\u060c \u0628\u0644 \u0623\u0635\u0628\u062d \u0645\u0637\u0644\u0628\u0627\u064b \u0642\u0627\u0646\u0648\u0646\u064a\u0627\u064b.<\/p>\n<blockquote>\n<p><strong>\u0646\u0635\u064a\u062d\u0629 \u062e\u0628\u064a\u0631:<\/strong> &#8220;\u0644\u0627 \u062a\u062e\u0644\u0637 \u0623\u0628\u062f\u064b\u0627 \u0628\u064a\u0646 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\u0627\u0644\u062c\u0631\u064a\u0645\u0629! \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062e\u0641\u064a \u0647\u0646\u0627 \u0647\u0648 \u0627\u0644\u0637\u0642\u0633 \u0627\u0644\u062d\u0627\u0631\u060c \u0627\u0644\u0630\u064a \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u064a\u0627\u062f\u0629 \u0643\u0644\u064a\u0647\u0645\u0627. \u0627\u0644\u0628\u0627\u062d\u062b \u0627\u0644\u062c\u064a\u062f \u064a\u0628\u062d\u062b \u062f\u0627\u0626\u0645\u064b\u0627 \u0639\u0646 \u0627\u0644\u062a\u0641\u0633\u064a\u0631\u0627\u062a \u0627\u0644\u0628\u062f\u064a\u0644\u0629.&#8221;<\/p>\n<\/blockquote>\n<h3>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 &#8220;\u0645\u0627\u0630\u0627&#8221; \u0648\u062a\u062c\u0627\u0647\u0644 &#8220;\u0644\u0645\u0627\u0630\u0627&#8221;<\/h3>\n<p>\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062e\u0628\u0631\u0643 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0645\u064a\u0629 \u0645\u0646 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\u0643\u0645\u0647\u0646\u062f\u0633 \u0644\u0644\u0645\u0639\u0631\u0641\u0629<\/h2>\n<p>\u0625\u0646 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0644\u0631\u0623\u064a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0647\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u0648\u0638\u064a\u0641\u0629 \u062a\u062d\u0644\u064a\u0644\u064a\u0629\u061b \u0625\u0646\u0647 \u0645\u0633\u0627\u0631 \u0645\u0647\u0646\u064a \u064a\u0636\u0639\u0643 \u0641\u064a \u0645\u0631\u0643\u0632 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a. \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0648\u064a\u0644 \u0622\u0631\u0627\u0621 \u0627\u0644\u0646\u0627\u0633 \u0648\u062a\u062c\u0627\u0631\u0628\u0647\u0645 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 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\u0627\u0644\u0639\u0627\u0645\u060c \u0641\u0625\u0646 \u0639\u0645\u0644\u0643 \u0633\u064a\u0643\u0648\u0646 \u0644\u0647 \u062a\u0623\u062b\u064a\u0631 \u0645\u0644\u0645\u0648\u0633. \u064a\u062a\u0637\u0644\u0628 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u0627\u0631 \u0645\u0632\u064a\u062c\u0627\u064b \u0641\u0631\u064a\u062f\u0627\u064b \u0645\u0646 \u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u0641\u0636\u0648\u0644 \u0627\u0644\u0641\u0643\u0631\u064a\u060c \u0648\u0627\u0644\u0628\u0631\u0627\u0639\u0629 \u0641\u064a \u0627\u0644\u062a\u0648\u0627\u0635\u0644. \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629\u060c \u0648\u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u0628\u0642\u0627\u0621 \u0639\u0644\u0649 \u0627\u0637\u0644\u0627\u0639 \u062f\u0627\u0626\u0645 \u0628\u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a\u060c \u064a\u0645\u0643\u0646\u0643 \u0628\u0646\u0627\u0621 \u062d\u064a\u0627\u0629 \u0645\u0647\u0646\u064a\u0629 \u062f\u0627\u0626\u0645\u0629 \u0648\u0645\u062c\u0632\u064a\u0629 \u0643\u0645\u0647\u0646\u062f\u0633 \u0644\u0644\u0645\u0639\u0631\u0641\u0629 \u0641\u064a \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<h2>Sources<\/h2>\n<ul>\n<li>ESOMAR &#8211; The World Association for Market, Social and Opinion Research: <a href=\"https:\/\/esomar.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/esomar.org\/<\/a><\/li>\n<li>WAPOR &#8211; World Association for Public Opinion Research: <a href=\"https:\/\/wapor.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/wapor.org\/<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0639\u0627\u0644\u0645 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0635\u0631\u060c \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649 \u062a\u064f\u062a\u062e\u0630 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062d\u062f\u0633 \u0623\u0648 \u0627\u0644\u062a\u062e\u0645\u064a\u0646. \u0628\u0644 \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a \u0627\u0644\u0639\u0645\u0644\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u0648\u0642\u0648\u062f \u0627\u0644\u0630\u064a \u064a\u062d\u0631\u0643 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0645\u0648 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629. \u0648\u0641\u064a \u0642\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u062b\u0648\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u062a\u0643\u0645\u0646 \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u0644\u0643\u0646\u0647\u0627 \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u064f\u0633\u0627\u0621 \u0641\u0647\u0645\u0647\u0627: \u0627\u0633\u062a\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0644\u0631\u0623\u064a \u0627\u0644\u0645\u0647\u0646\u064a\u0629. \u0625\u0646\u0647\u0627 \u0644\u064a\u0633\u062a \u0645\u062c\u0631\u062f \u0642\u0648\u0627\u0626\u0645 \u0623\u0633\u0626\u0644\u0629\u060c \u0628\u0644 \u0647\u064a \u062c\u0633\u0648\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u0635\u0644 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":43235,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2431],"tags":[],"this-is-test":[],"class_list":["post-43239","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2431"],"mb":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2026\/02\/image-33.png?fit=1024%2C510&ssl=1","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":35088,"url":"https:\/\/jobsdz.com\/ar\/2026\/01\/%d8%a3%d9%87%d9%85%d9%8a%d8%a9-%d8%a7%d9%84%d8%aa%d9%85%d9%8a%d8%b2-%d9%81%d9%8a-%d8%b7%d9%84%d8%a8%d8%a7%d8%aa-%d8%a7%d9%84%d8%aa%d9%88%d8%b8%d9%8a%d9%81-%d8%af%d9%84%d9%8a%d9%84-%d8%b4%d8%a7%d9%85\/","url_meta":{"origin":43239,"position":0},"title":"\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0645\u064a\u0632 \u0641\u064a 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