{"id":66105,"date":"2025-12-18T17:06:09","date_gmt":"2025-12-18T17:06:09","guid":{"rendered":"https:\/\/masartech.com.sa\/?p=66105"},"modified":"2025-12-18T17:06:09","modified_gmt":"2025-12-18T17:06:09","slug":"data-analyst-vs-data-scientist-%d8%a7%d9%84%d9%81%d8%b1%d9%82-%d8%a7%d9%84%d8%ad%d9%82%d9%8a%d9%82%d9%8a%d8%8c-%d8%a7%d9%84%d9%85%d9%87%d8%a7%d9%85%d8%8c-%d9%88%d8%a7%d9%84%d8%b1%d9%88%d8%a7%d8%aa","status":"publish","type":"post","link":"https:\/\/mostafaweb.info\/masartechwp\/data-analyst-vs-data-scientist-%d8%a7%d9%84%d9%81%d8%b1%d9%82-%d8%a7%d9%84%d8%ad%d9%82%d9%8a%d9%82%d9%8a%d8%8c-%d8%a7%d9%84%d9%85%d9%87%d8%a7%d9%85%d8%8c-%d9%88%d8%a7%d9%84%d8%b1%d9%88%d8%a7%d8%aa\/","title":{"rendered":"Data Analyst vs Data Scientist: \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u060c \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0648\u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644"},"content":{"rendered":"<p data-start=\"293\" data-end=\"547\"><span style=\"color: #000000;\">\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0638\u0647\u0631\u062a \u0645\u0633\u0645\u064a\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0643\u062b\u064a\u0631\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0648\u0639\u0644\u0649 \u0631\u0623\u0633\u0647\u0627 <strong data-start=\"397\" data-end=\"413\">Data Analyst<\/strong> \u0648 <strong data-start=\"416\" data-end=\"434\">Data Scientist<\/strong>.<\/span><br data-start=\"435\" data-end=\"438\" \/><span style=\"color: #000000;\">\u0648\u0631\u063a\u0645 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0627\u0644\u0638\u0627\u0647\u0631\u064a \u0628\u064a\u0646 \u0627\u0644\u0648\u0638\u064a\u0641\u062a\u064a\u0646\u060c \u0625\u0644\u0627 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0641\u0631\u0648\u0642\u064b\u0627 \u062c\u0648\u0647\u0631\u064a\u0629 \u0641\u064a <strong data-start=\"503\" data-end=\"546\">\u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629\u060c \u0648\u0627\u0644\u0631\u0648\u0627\u062a\u0628<\/strong>.<\/span><\/p>\n<p data-start=\"549\" data-end=\"633\"><span style=\"color: #000000;\">\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0646\u0648\u0636\u062d \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0628\u064a\u0646 \u0627\u0644\u0648\u0638\u064a\u0641\u062a\u064a\u0646 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0639\u0644\u0649 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0643.<\/span><\/p>\n<hr data-start=\"635\" data-end=\"638\" \/>\n<h2 data-start=\"640\" data-end=\"673\"><span style=\"color: #000000;\"><strong data-start=\"643\" data-end=\"673\">\u0623\u0648\u0644\u064b\u0627: \u0645\u0646 \u0647\u0648 Data Analyst\u061f<\/strong><\/span><\/h2>\n<p data-start=\"675\" data-end=\"722\"><span style=\"color: #000000;\"><strong data-start=\"675\" data-end=\"707\">\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Analyst)<\/strong> \u0647\u0648 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646:<\/span><\/p>\n<ul data-start=\"723\" data-end=\"844\">\n<li data-start=\"723\" data-end=\"749\">\n<p data-start=\"725\" data-end=\"749\"><span style=\"color: #000000;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"750\" data-end=\"783\">\n<p data-start=\"752\" data-end=\"783\"><span style=\"color: #000000;\">\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/span><\/p>\n<\/li>\n<li data-start=\"784\" data-end=\"813\">\n<p data-start=\"786\" data-end=\"813\"><span style=\"color: #000000;\">\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0644\u062f\u0639\u0645 \u0627\u0644\u0642\u0631\u0627\u0631<\/span><\/p>\n<\/li>\n<li data-start=\"814\" data-end=\"844\">\n<p data-start=\"816\" data-end=\"844\"><span style=\"color: #000000;\">\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0645\u0624\u0634\u0631\u0627\u062a KPIs<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"846\" data-end=\"885\"><span style=\"color: #000000;\"><strong data-start=\"850\" data-end=\"885\">\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0640 Data Analyst<\/strong><\/span><\/h3>\n<ul data-start=\"886\" data-end=\"1027\">\n<li data-start=\"886\" data-end=\"911\">\n<p data-start=\"888\" data-end=\"911\"><span style=\"color: #000000;\">\u062a\u0646\u0638\u064a\u0641 \u0648\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/p>\n<\/li>\n<li data-start=\"912\" data-end=\"955\">\n<p data-start=\"914\" data-end=\"955\"><span style=\"color: #000000;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Excel \u0648Power BI<\/span><\/p>\n<\/li>\n<li data-start=\"956\" data-end=\"990\">\n<p data-start=\"958\" data-end=\"990\"><span style=\"color: #000000;\">\u0625\u0646\u0634\u0627\u0621 Dashboards \u0648\u062a\u0642\u0627\u0631\u064a\u0631 \u062f\u0648\u0631\u064a\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"991\" data-end=\"1027\">\n<p data-start=\"993\" data-end=\"1027\"><span style=\"color: #000000;\">\u062f\u0639\u0645 \u0627\u0644\u0625\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1029\" data-end=\"1053\"><span style=\"color: #000000;\"><strong data-start=\"1033\" data-end=\"1053\">\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/strong><\/span><\/h3>\n<ul data-start=\"1054\" data-end=\"1107\">\n<li data-start=\"1054\" data-end=\"1073\">\n<p data-start=\"1056\" data-end=\"1073\"><span style=\"color: #000000;\">Microsoft Excel<\/span><\/p>\n<\/li>\n<li data-start=\"1074\" data-end=\"1086\">\n<p data-start=\"1076\" data-end=\"1086\"><span style=\"color: #000000;\">Power BI<\/span><\/p>\n<\/li>\n<li data-start=\"1087\" data-end=\"1094\">\n<p data-start=\"1089\" data-end=\"1094\"><span style=\"color: #000000;\">SQL<\/span><\/p>\n<\/li>\n<li data-start=\"1095\" data-end=\"1107\">\n<p data-start=\"1097\" data-end=\"1107\"><span style=\"color: #000000;\">\u0623\u062f\u0648\u0627\u062a BI<\/span><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1109\" data-end=\"1246\"><span style=\"color: #000000;\">\ud83d\udc49 \u0644\u0628\u0646\u0627\u0621 \u0623\u0633\u0627\u0633 \u0642\u0648\u064a \u0643\u0645\u062d\u0644\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u0627\u0644\u0628\u062f\u0621 \u0628\u0640<\/span><br data-start=\"1156\" data-end=\"1159\" \/><span style=\"color: #000000;\"><strong data-start=\"1159\" data-end=\"1200\">\u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Power BI<\/strong>:<\/span><br data-start=\"1201\" data-end=\"1204\" \/><span style=\"color: #000000;\"><a class=\"decorated-link\" style=\"color: #000000;\" href=\"https:\/\/mostafaweb.info\/masartechwp\/product\/power-bi\/\" target=\"_new\" rel=\"noopener\" data-start=\"1204\" data-end=\"1246\">https:\/\/mostafaweb.info\/masartechwp\/product\/power-bi\/<\/a><\/span><\/p>\n<hr data-start=\"1248\" data-end=\"1251\" \/>\n<h2 data-start=\"1253\" data-end=\"1289\"><span style=\"color: #000000;\"><strong data-start=\"1256\" data-end=\"1289\">\u062b\u0627\u0646\u064a\u064b\u0627: \u0645\u0646 \u0647\u0648 Data Scientist\u061f<\/strong><\/span><\/h2>\n<p data-start=\"1291\" data-end=\"1389\"><span style=\"color: #000000;\"><strong data-start=\"1291\" data-end=\"1325\">\u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Scientist)<\/strong> \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0623\u0639\u0645\u0642 \u0648\u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u064a\u0631\u0643\u0632 \u0639\u0644\u0649:<\/span><\/p>\n<ul data-start=\"1390\" data-end=\"1492\">\n<li data-start=\"1390\" data-end=\"1410\">\n<p data-start=\"1392\" data-end=\"1410\"><span style=\"color: #000000;\">\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/span><\/p>\n<\/li>\n<li data-start=\"1411\" data-end=\"1442\">\n<p data-start=\"1413\" data-end=\"1442\"><span style=\"color: #000000;\">\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c Machine Learning<\/span><\/p>\n<\/li>\n<li data-start=\"1443\" data-end=\"1468\">\n<p data-start=\"1445\" data-end=\"1468\"><span style=\"color: #000000;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"1469\" data-end=\"1492\">\n<p data-start=\"1471\" data-end=\"1492\"><span style=\"color: #000000;\">\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1494\" data-end=\"1535\"><span style=\"color: #000000;\"><strong data-start=\"1498\" data-end=\"1535\">\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0640 Data Scientist<\/strong><\/span><\/h3>\n<ul data-start=\"1536\" data-end=\"1654\">\n<li data-start=\"1536\" data-end=\"1568\">\n<p data-start=\"1538\" data-end=\"1568\"><span style=\"color: #000000;\">\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629 \u0648\u063a\u064a\u0631 \u0645\u0646\u0638\u0645\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"1569\" data-end=\"1590\">\n<p data-start=\"1571\" data-end=\"1590\"><span style=\"color: #000000;\">\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0646\u0628\u0624\u064a\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"1591\" data-end=\"1624\">\n<p data-start=\"1593\" data-end=\"1624\"><span style=\"color: #000000;\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"1625\" data-end=\"1654\">\n<p data-start=\"1627\" data-end=\"1654\"><span style=\"color: #000000;\">\u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1656\" data-end=\"1680\"><span style=\"color: #000000;\"><strong data-start=\"1660\" data-end=\"1680\">\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/strong><\/span><\/h3>\n<ul data-start=\"1681\" data-end=\"1755\">\n<li data-start=\"1681\" data-end=\"1691\">\n<p data-start=\"1683\" data-end=\"1691\"><span style=\"color: #000000;\">Python<\/span><\/p>\n<\/li>\n<li data-start=\"1692\" data-end=\"1697\">\n<p data-start=\"1694\" data-end=\"1697\"><span style=\"color: #000000;\">R<\/span><\/p>\n<\/li>\n<li data-start=\"1698\" data-end=\"1718\">\n<p data-start=\"1700\" data-end=\"1718\"><span style=\"color: #000000;\">Machine Learning<\/span><\/p>\n<\/li>\n<li data-start=\"1719\" data-end=\"1736\">\n<p data-start=\"1721\" data-end=\"1736\"><span style=\"color: #000000;\">Deep Learning<\/span><\/p>\n<\/li>\n<li data-start=\"1737\" data-end=\"1755\">\n<p data-start=\"1739\" data-end=\"1755\"><span style=\"color: #000000;\">Big Data Tools<\/span><\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1757\" data-end=\"1918\"><span style=\"color: #000000;\">\ud83d\udc49 \u0644\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0644\u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649\u060c \u064a\u0635\u0628\u062d \u062a\u0639\u0644\u0645 Python \u0623\u0645\u0631\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0639\u0628\u0631<\/span><br data-start=\"1817\" data-end=\"1820\" \/><span style=\"color: #000000;\"><strong data-start=\"1820\" data-end=\"1867\">\u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u0623\u0648\u0646\u0644\u0627\u064a\u0646<\/strong>:<\/span><br data-start=\"1868\" data-end=\"1871\" \/><span style=\"color: #000000;\"><a class=\"decorated-link\" style=\"color: #000000;\" href=\"https:\/\/mostafaweb.info\/masartechwp\/product\/python-online\/\" target=\"_new\" rel=\"noopener\" data-start=\"1871\" data-end=\"1918\">https:\/\/mostafaweb.info\/masartechwp\/product\/python-online\/<\/a><\/span><\/p>\n<hr data-start=\"1920\" data-end=\"1923\" \/>\n<h2 data-start=\"1925\" data-end=\"1971\"><span style=\"color: #000000;\"><strong data-start=\"1928\" data-end=\"1971\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 Data Analyst \u0648 Data Scientist<\/strong><\/span><\/h2>\n<div class=\"TyagGW_tableContainer\">\n<div class=\"group TyagGW_tableWrapper flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"1973\" data-end=\"2322\">\n<thead data-start=\"1973\" data-end=\"2015\">\n<tr data-start=\"1973\" data-end=\"2015\">\n<th data-start=\"1973\" data-end=\"1982\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0627\u0644\u0639\u0646\u0635\u0631<\/span><\/th>\n<th data-start=\"1982\" data-end=\"1997\" data-col-size=\"sm\"><span style=\"color: #000000;\">Data Analyst<\/span><\/th>\n<th data-start=\"1997\" data-end=\"2015\" data-col-size=\"sm\"><span style=\"color: #000000;\">Data Scientist<\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2055\" data-end=\"2322\">\n<tr data-start=\"2055\" data-end=\"2121\">\n<td data-start=\"2055\" data-end=\"2063\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0627\u0644\u0647\u062f\u0641<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2063\" data-end=\"2088\"><span style=\"color: #000000;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2088\" data-end=\"2121\"><span style=\"color: #000000;\">\u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/span><\/td>\n<\/tr>\n<tr data-start=\"2122\" data-end=\"2155\">\n<td data-start=\"2122\" data-end=\"2138\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0639\u0642\u064a\u062f<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2138\" data-end=\"2146\"><span style=\"color: #000000;\">\u0645\u062a\u0648\u0633\u0637<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2146\" data-end=\"2155\"><span style=\"color: #000000;\">\u0645\u0631\u062a\u0641\u0639<\/span><\/td>\n<\/tr>\n<tr data-start=\"2156\" data-end=\"2200\">\n<td data-start=\"2156\" data-end=\"2166\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2166\" data-end=\"2185\"><span style=\"color: #000000;\">Excel \u2013 Power BI<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2185\" data-end=\"2200\"><span style=\"color: #000000;\">Python \u2013 ML<\/span><\/td>\n<\/tr>\n<tr data-start=\"2201\" data-end=\"2235\">\n<td data-start=\"2201\" data-end=\"2211\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2211\" data-end=\"2225\"><span style=\"color: #000000;\">\u063a\u064a\u0631 \u0625\u0644\u0632\u0627\u0645\u064a\u0629<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2225\" data-end=\"2235\"><span style=\"color: #000000;\">\u0623\u0633\u0627\u0633\u064a\u0629<\/span><\/td>\n<\/tr>\n<tr data-start=\"2236\" data-end=\"2279\">\n<td data-start=\"2236\" data-end=\"2251\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2251\" data-end=\"2259\"><span style=\"color: #000000;\">\u0645\u0646\u0638\u0645\u0629<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2259\" data-end=\"2279\"><span style=\"color: #000000;\">\u0645\u0646\u0638\u0645\u0629 \u0648\u063a\u064a\u0631 \u0645\u0646\u0638\u0645\u0629<\/span><\/td>\n<\/tr>\n<tr data-start=\"2280\" data-end=\"2322\">\n<td data-start=\"2280\" data-end=\"2295\" data-col-size=\"sm\"><span style=\"color: #000000;\">\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u062e\u0648\u0644<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2295\" data-end=\"2313\"><span style=\"color: #000000;\">\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646<\/span><\/td>\n<td data-col-size=\"sm\" data-start=\"2313\" data-end=\"2322\"><span style=\"color: #000000;\">\u0645\u062a\u0642\u062f\u0645<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<hr data-start=\"2324\" data-end=\"2327\" \/>\n<h2 data-start=\"2329\" data-end=\"2373\"><span style=\"color: #000000;\"><strong data-start=\"2332\" data-end=\"2373\">\u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u0629 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a<\/strong><\/span><\/h2>\n<h3 data-start=\"2375\" data-end=\"2401\"><span style=\"color: #000000;\"><strong data-start=\"2379\" data-end=\"2401\">\u0631\u0648\u0627\u062a\u0628 Data Analyst<\/strong><\/span><\/h3>\n<ul data-start=\"2402\" data-end=\"2496\">\n<li data-start=\"2402\" data-end=\"2432\">\n<p data-start=\"2404\" data-end=\"2432\"><span style=\"color: #000000;\">\u0645\u0628\u062a\u062f\u0626: 7,000 \u2013 10,000 \u0631\u064a\u0627\u0644<\/span><\/p>\n<\/li>\n<li data-start=\"2433\" data-end=\"2464\">\n<p data-start=\"2435\" data-end=\"2464\"><span style=\"color: #000000;\">\u0645\u062a\u0648\u0633\u0637: 10,000 \u2013 15,000 \u0631\u064a\u0627\u0644<\/span><\/p>\n<\/li>\n<li data-start=\"2465\" data-end=\"2496\">\n<p data-start=\"2467\" data-end=\"2496\"><span style=\"color: #000000;\">\u0645\u062d\u062a\u0631\u0641: 15,000 \u2013 18,000 \u0631\u064a\u0627\u0644<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2498\" data-end=\"2526\"><span style=\"color: #000000;\"><strong data-start=\"2502\" data-end=\"2526\">\u0631\u0648\u0627\u062a\u0628 Data Scientist<\/strong><\/span><\/h3>\n<ul data-start=\"2527\" data-end=\"2619\">\n<li data-start=\"2527\" data-end=\"2558\">\n<p data-start=\"2529\" data-end=\"2558\"><span style=\"color: #000000;\">\u0645\u0628\u062a\u062f\u0626: 12,000 \u2013 18,000 \u0631\u064a\u0627\u0644<\/span><\/p>\n<\/li>\n<li data-start=\"2559\" data-end=\"2590\">\n<p data-start=\"2561\" data-end=\"2590\"><span style=\"color: #000000;\">\u0645\u062a\u0648\u0633\u0637: 18,000 \u2013 25,000 \u0631\u064a\u0627\u0644<\/span><\/p>\n<\/li>\n<li data-start=\"2591\" data-end=\"2619\">\n<p data-start=\"2593\" data-end=\"2619\"><span style=\"color: #000000;\">\u0645\u062d\u062a\u0631\u0641: 25,000 \u0631\u064a\u0627\u0644 \u0641\u0623\u0643\u062b\u0631<\/span><\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2621\" data-end=\"2624\" \/>\n<h2 data-start=\"2626\" data-end=\"2649\"><span style=\"color: #000000;\"><strong data-start=\"2629\" data-end=\"2649\">\u0623\u064a \u0645\u0633\u0627\u0631 \u0623\u0646\u0633\u0628 \u0644\u0643\u061f<\/strong><\/span><\/h2>\n<h3 data-start=\"2651\" data-end=\"2677\"><span style=\"color: #000000;\">\u0627\u062e\u062a\u0631 Data Analyst \u0625\u0630\u0627:<\/span><\/h3>\n<ul data-start=\"2678\" data-end=\"2807\">\n<li data-start=\"2678\" data-end=\"2714\">\n<p data-start=\"2680\" data-end=\"2714\"><span style=\"color: #000000;\">\u062a\u062d\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631<\/span><\/p>\n<\/li>\n<li data-start=\"2715\" data-end=\"2745\">\n<p data-start=\"2717\" data-end=\"2745\"><span style=\"color: #000000;\">\u0644\u0627 \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"2746\" data-end=\"2778\">\n<p data-start=\"2748\" data-end=\"2778\"><span style=\"color: #000000;\">\u062a\u0628\u062d\u062b \u0639\u0646 \u062f\u062e\u0648\u0644 \u0633\u0631\u064a\u0639 \u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644<\/span><\/p>\n<\/li>\n<li data-start=\"2779\" data-end=\"2807\">\n<p data-start=\"2781\" data-end=\"2807\"><span style=\"color: #000000;\">\u062e\u0644\u0641\u064a\u062a\u0643 \u0625\u062f\u0627\u0631\u064a\u0629 \u0623\u0648 \u0645\u062d\u0627\u0633\u0628\u064a\u0629<\/span><\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2809\" data-end=\"2837\"><span style=\"color: #000000;\">\u0627\u062e\u062a\u0631 Data Scientist \u0625\u0630\u0627:<\/span><\/h3>\n<ul data-start=\"2838\" data-end=\"2946\">\n<li data-start=\"2838\" data-end=\"2870\">\n<p data-start=\"2840\" data-end=\"2870\"><span style=\"color: #000000;\">\u062a\u062d\u0628 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/span><\/p>\n<\/li>\n<li data-start=\"2871\" data-end=\"2891\">\n<p data-start=\"2873\" data-end=\"2891\"><span style=\"color: #000000;\">\u0644\u062f\u064a\u0643 \u062e\u0644\u0641\u064a\u0629 \u062a\u0642\u0646\u064a\u0629<\/span><\/p>\n<\/li>\n<li data-start=\"2892\" data-end=\"2918\">\n<p data-start=\"2894\" data-end=\"2918\"><span style=\"color: #000000;\">\u062a\u0647\u062a\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/p>\n<\/li>\n<li data-start=\"2919\" data-end=\"2946\">\n<p data-start=\"2921\" data-end=\"2946\"><span style=\"color: #000000;\">\u062a\u0628\u062d\u062b \u0639\u0646 \u0645\u0633\u0627\u0631 \u0637\u0648\u064a\u0644 \u0627\u0644\u0645\u062f\u0649<\/span><\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2948\" data-end=\"2951\" \/>\n<h2 data-start=\"2953\" data-end=\"3012\"><span style=\"color: #000000;\"><strong data-start=\"2956\" data-end=\"3012\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 Data Analyst \u0625\u0644\u0649 Data Scientist\u061f<\/strong><\/span><\/h2>\n<p data-start=\"3014\" data-end=\"3074\"><span style=\"color: #000000;\">\u0646\u0639\u0645\u060c \u0648\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627.<\/span><br data-start=\"3048\" data-end=\"3051\" \/><span style=\"color: #000000;\">\u063a\u0627\u0644\u0628\u064b\u0627 \u064a\u0628\u062f\u0623 \u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0628\u0640:<\/span><\/p>\n<ol data-start=\"3075\" data-end=\"3156\">\n<li data-start=\"3075\" data-end=\"3085\">\n<p data-start=\"3078\" data-end=\"3085\"><span style=\"color: #000000;\">Excel<\/span><\/p>\n<\/li>\n<li data-start=\"3086\" data-end=\"3099\">\n<p data-start=\"3089\" data-end=\"3099\"><span style=\"color: #000000;\">Power BI<\/span><\/p>\n<\/li>\n<li data-start=\"3100\" data-end=\"3122\">\n<p data-start=\"3103\" data-end=\"3122\"><span style=\"color: #000000;\">SQL<\/span><br data-start=\"3106\" data-end=\"3109\" \/><span style=\"color: #000000;\">\u062b\u0645 \u064a\u0646\u062a\u0642\u0644 \u0625\u0644\u0649:<\/span><\/p>\n<\/li>\n<li data-start=\"3123\" data-end=\"3134\">\n<p data-start=\"3126\" data-end=\"3134\"><span style=\"color: #000000;\">Python<\/span><\/p>\n<\/li>\n<li data-start=\"3135\" data-end=\"3156\">\n<p data-start=\"3138\" data-end=\"3156\"><span style=\"color: #000000;\">Machine Learning<\/span><\/p>\n<\/li>\n<\/ol>\n<p data-start=\"3158\" data-end=\"3296\"><span style=\"color: #000000;\">\ud83d\udc49 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u062a\u0643\u0648\u0646 \u0639\u0628\u0631<\/span><br data-start=\"3185\" data-end=\"3188\" \/><span style=\"color: #000000;\"><strong data-start=\"3188\" data-end=\"3236\">\u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Microsoft Excel<\/strong>:<\/span><br data-start=\"3237\" data-end=\"3240\" \/><span style=\"color: #000000;\"><a class=\"decorated-link\" style=\"color: #000000;\" href=\"https:\/\/mostafaweb.info\/masartechwp\/product\/microsoft-excel-skills\/\" target=\"_new\" rel=\"noopener\" data-start=\"3240\" data-end=\"3296\">https:\/\/mostafaweb.info\/masartechwp\/product\/microsoft-excel-skills\/<\/a><\/span><\/p>\n<hr data-start=\"3298\" data-end=\"3301\" \/>\n<h2 data-start=\"3303\" data-end=\"3322\"><span style=\"color: #000000;\"><strong data-start=\"3306\" data-end=\"3322\">\u062e\u0644\u0627\u0635\u0629 \u0627\u0644\u0645\u0642\u0627\u0644<\/strong><\/span><\/h2>\n<p data-start=\"3324\" data-end=\"3519\"><span style=\"color: #000000;\">\u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 <strong data-start=\"3334\" data-end=\"3350\">Data Analyst<\/strong> \u0648 <strong data-start=\"3353\" data-end=\"3371\">Data Scientist<\/strong> \u0644\u064a\u0633 \u0641\u064a \u0627\u0644\u0623\u0647\u0645\u064a\u0629\u060c \u0628\u0644 \u0641\u064a <strong data-start=\"3394\" data-end=\"3424\">\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u062f\u0648\u0631 \u0648\u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0647\u0646\u064a<\/strong>.<\/span><br data-start=\"3425\" data-end=\"3428\" \/><span style=\"color: #000000;\">\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u0637\u0644\u0648\u0628 \u0628\u0634\u062f\u0629 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0647\u0627\u0631\u0627\u062a\u0643\u060c \u0627\u0647\u062a\u0645\u0627\u0645\u0627\u062a\u0643\u060c \u0648\u0623\u0647\u062f\u0627\u0641\u0643 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/span><\/p>\n<p data-start=\"3521\" data-end=\"3599\"><span style=\"color: #000000;\">\u0627\u0628\u062f\u0623 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0643\u060c \u0648\u0637\u0648\u0651\u0631 \u0646\u0641\u0633\u0643 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0627 \u0628\u062e\u0637\u0629 \u0648\u0627\u0636\u062d\u0629 \u0648\u062f\u0648\u0631\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0645\u0639\u062a\u0645\u062f\u0629.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0638\u0647\u0631\u062a \u0645\u0633\u0645\u064a\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0643\u062b\u064a\u0631\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0648\u0639\u0644\u0649 \u0631\u0623\u0633\u0647\u0627 Data Analyst \u0648 Data Scientist.\u0648\u0631\u063a\u0645 \u0627\u0644\u062a\u0634\u0627\u0628\u0647 \u0627\u0644\u0638\u0627\u0647\u0631\u064a \u0628\u064a\u0646 \u0627\u0644\u0648\u0638\u064a\u0641\u062a\u064a\u0646\u060c \u0625\u0644\u0627 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0641\u0631\u0648\u0642\u064b\u0627 \u062c\u0648\u0647\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629\u060c \u0648\u0627\u0644\u0631\u0648\u0627\u062a\u0628. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0646\u0648\u0636\u062d \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0628\u064a\u0646 \u0627\u0644\u0648\u0638\u064a\u0641\u062a\u064a\u0646 \u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0639\u0644\u0649 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0623\u0646\u0633\u0628 \u0644\u0643. \u0623\u0648\u0644\u064b\u0627: \u0645\u0646 \u0647\u0648 Data 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