{"id":3393,"date":"2026-02-03T03:03:56","date_gmt":"2026-02-03T01:03:56","guid":{"rendered":"https:\/\/finaira.ai\/ai-problems-first-why-data-scientist-vs-ai-engineer-is-the-wrong-question\/"},"modified":"2026-03-04T22:45:29","modified_gmt":"2026-03-04T20:45:29","slug":"ai-problems-first-why-data-scientist-vs-ai-engineer-is-the-wrong-question","status":"publish","type":"post","link":"https:\/\/finaira.ai\/ar\/ai-problems-first-why-data-scientist-vs-ai-engineer-is-the-wrong-question\/","title":{"rendered":"\u0627\u0644\u0628\u062f\u0621 \u0628\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648\u0644\u0627\u064b: \u0644\u0645\u0627\u0630\u0627 \u064a\u064f\u0639\u062f \u0633\u0624\u0627\u0644\u00bb \u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0645 \u0645\u0647\u0646\u062f\u0633 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a\u00ab\u0647\u0648 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\u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0648\u062d\u062f\u0647\u0627 \u0623\u0648 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0648\u062d\u062f\u0647\u0627\u060c \u0628\u0644 \u062a\u062a\u0637\u0644\u0628 \u062d\u0644\u0648\u0644\u064b\u0627 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0637\u0628\u0642\u0627\u062a.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-339f58c elementor-widget elementor-widget-heading\" data-id=\"339f58c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0646\u0628\u0624\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 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\u0642\u064a\u0648\u062f \u0645\u062d\u062f\u062f\u0629.<br \/>\u062a\u0631\u0643\u0632 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u062f\u064a\u0631\u060c \u062d\u064a\u062b \u062a\u0642\u0648\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062a\u0648\u0642\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u0642\u064a\u0627\u0633 \u0639\u062f\u0645 \u0627\u0644\u064a\u0642\u064a\u0646\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u0648\u062a\u0631\u062a\u0628\u0637 \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0629 \u0628\u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0628\u0642\u062f\u0631\u0627\u062a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p><p>\u0623\u0645\u0627 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0648\u0643\u064a\u0644\u064a\u0629 \u0641\u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u062d\u064a\u062b \u062a\u0637\u0628\u0642 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0648\u062a\u0641\u0631\u0636 \u0627\u0644\u0642\u064a\u0648\u062f\u060c \u0648\u062a\u0646\u0633\u0642 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629\u060c \u0648\u062a\u0642\u0631\u0631 \u0645\u062a\u0649 \u0648\u0643\u064a\u0641 \u064a\u062a\u0645 \u0627\u0644\u062a\u0635\u0631\u0641. \u0648\u062a\u0631\u062a\u0628\u0637 \u0647\u0630\u0647 \u0627\u0644\u0637\u0628\u0642\u0629 \u0628\u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0628\u0642\u062f\u0631\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 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data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0644\u0645\u0627\u0630\u0627 \u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u062a\u062e\u0635\u0635 \u0645\u0647\u0645\u064b\u0627<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6a1321 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"e6a1321\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u0641\u064a \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0644\u064a\u0633\u062a \u062e\u064a\u0627\u0631\u064b\u0627. \u0625\u0646 \u0627\u0644\u062a\u0646\u0642\u0644 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elementor-element-0852451 animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"0852451\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u062a\u064f\u0628\u0646\u0649 \u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0628\u0627\u0644\u0628\u062f\u0621 \u0645\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0646\u0641\u0633\u0647\u0627. \u064a\u0646\u0628\u063a\u064a \u0639\u0644\u0649 \u0627\u0644\u0642\u0627\u062f\u0629 \u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0623\u0648 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data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-798f2fc animated-fast elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"798f2fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u0644\u0627 \u062a\u062e\u062a\u0627\u0631 \u0623\u0643\u062b\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0641\u0627\u0639\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u064a\u0646 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0647\u0646\u062f\u0633\u064a 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