{"id":16563,"date":"2026-02-25T14:48:26","date_gmt":"2026-02-25T11:48:26","guid":{"rendered":"https:\/\/teec-courses.com\/ai-digital-transformation-oil-gas-gcc-engineer-2026-arabic\/"},"modified":"2026-02-25T14:52:43","modified_gmt":"2026-02-25T11:52:43","slug":"ai-digital-transformation-oil-gas-gcc-engineer-2026-arabic","status":"publish","type":"post","link":"https:\/\/teec-courses.com\/ar\/ai-digital-transformation-oil-gas-gcc-engineer-2026-arabic\/","title":{"rendered":"\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632: \u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0645\u0647\u0646\u064a \u0644\u0639\u0627\u0645 2026"},"content":{"rendered":"\t\t
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\n

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\n

“\u0625\u0630\u0627 \u062a\u0628\u0646\u0651\u062a \u0634\u0631\u0643\u062a\u0643 \u063a\u062f\u064b\u0627 \u0623\u062f\u0627\u0629 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0647\u0644 \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u0641\u0633\u064a\u0631 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0631\u062c\u0645\u062a\u0647\u0627 \u0625\u0644\u0649 \u0642\u0631\u0627\u0631 \u062a\u0634\u063a\u064a\u0644\u064a \u2014 \u0623\u0645 \u0633\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0646\u062a\u0638\u0627\u0631 \u0641\u0631\u064a\u0642 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u061f”<\/em><\/p>\n<\/blockquote>\n\n

\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0625\u062c\u0627\u0628\u062a\u0643 “\u0633\u0623\u0646\u062a\u0638\u0631 \u0641\u0631\u064a\u0642 IT” \u2014 \u0641\u0623\u0646\u062a \u0644\u0633\u062a \u0648\u062d\u062f\u0643. \u0644\u0643\u0646\u0643 \u0641\u064a \u062e\u0637\u0631. \u0648\u062c\u062f \u062a\u0642\u0631\u064a\u0631 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0642\u0648\u0649 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 2025 \u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632 \u0623\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0646\u0634\u0626 \u0627\u0644\u0622\u0646 \u0628\u0646\u0634\u0627\u0637 \u0623\u062f\u0648\u0627\u0631 “\u0627\u0644\u0645\u062a\u0631\u062c\u0645 \u0627\u0644\u0631\u0642\u0645\u064a”<\/strong> \u2014 \u0645\u0647\u0646\u062f\u0633\u0648\u0646 \u064a\u062c\u0633\u0631\u0648\u0646 \u0627\u0644\u0641\u062c\u0648\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0648\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u062a\u062d\u0638\u0649 \u0628\u0639\u0644\u0627\u0648\u0629 \u0631\u0627\u062a\u0628 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 20-35% \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u062e\u0644\u064a\u062c.<\/p>\n

\n

\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0647\u0645 \u0641\u0639\u0644\u064b\u0627 \u0641\u064a 2026<\/h2>\n\n

\u0647\u0646\u0627 \u064a\u062e\u0637\u0626 \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646: \u064a\u0639\u062a\u0642\u062f\u0648\u0646 \u0623\u0646 “\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629” \u062a\u0639\u0646\u064a \u0623\u0646 \u062a\u0635\u0628\u062d \u0645\u0637\u0648\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a. \u0647\u0630\u0627 \u0644\u064a\u0633 \u0645\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0627\u0644\u0635\u0646\u0627\u0639\u0629. \u0645\u0627 \u062a\u062d\u062a\u0627\u062c\u0647 \u0623\u0631\u0627\u0645\u0643\u0648 \u0648\u0623\u062f\u0646\u0648\u0643 \u0648\u0633\u0627\u0628\u0643 \u0647\u0648 \u0645\u0647\u0646\u062f\u0633\u0648\u0646 \u064a\u0633\u062a\u0637\u064a\u0639\u0648\u0646 \u0627\u0644\u0639\u0645\u0644 \u0645\u0639<\/em> \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0644\u0627 \u0645\u0647\u0646\u062f\u0633\u0648\u0646 \u064a\u0633\u062a\u0637\u064a\u0639\u0648\u0646 \u0628\u0646\u0627\u0621\u0647\u0627<\/em> \u0645\u0646 \u0627\u0644\u0635\u0641\u0631.<\/p>\n\n

\u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0648\u0644: \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 (\u0643\u0644 \u0645\u0647\u0646\u062f\u0633 \u062e\u0644\u064a\u062c\u064a \u064a\u062d\u062a\u0627\u062c\u0647\u0627)<\/h3>\n\n

\u0645\u062d\u0648 \u0627\u0644\u0623\u0645\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u064a<\/strong> \u2014 \u0642\u0631\u0627\u0621\u0629 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062a\u0641\u0633\u064a\u0631 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0641\u0647\u0645 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0645\u0646 \u0645\u0624\u0631\u0651\u062e\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062b\u0644 OSIsoft PI.<\/p>\n\n

Python \u0623\u0648 SQL \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/strong> \u2014 \u0644\u064a\u0633 \u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0628\u0644 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0639\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0628\u0633\u064a\u0637\u0629.<\/p>\n\n

\u0628\u0631\u0627\u0645\u062c \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/strong> \u2014 Aspen HYSYS \u0623\u0648 Aspen Plus \u0623\u0648 AVEVA \u0644\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629.<\/p>\n\n

\u0627\u0644\u0625\u0644\u0645\u0627\u0645 \u0628\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621<\/strong> \u2014 \u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0627\u062a\u0635\u0627\u0644 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0628\u0623\u0646\u0638\u0645\u0629 SCADA \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629.<\/p>\n\n

\u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062b\u0627\u0646\u064a: \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0645\u064a\u0651\u0632\u0629 (\u0647\u0630\u0647 \u0647\u064a \u0627\u0644\u062a\u064a \u062a\u0645\u0646\u062d\u0643 \u0627\u0644\u062a\u0631\u0642\u064a\u0629)<\/h3>\n\n

\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/strong> \u2014 \u062a\u0637\u0628\u064a\u0642 \u0646\u0645\u0627\u0630\u062c ML \u0644\u062a\u062d\u062f\u064a\u062f \u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0646\u062a\u062c \u0623\u0648 \u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0637\u0627\u0642\u0629.<\/p>\n\n

\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647<\/strong> \u2014 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0641\u064a AVEVA \u0623\u0648 Aspen \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u062a\u0647\u0627 \u0645\u0642\u0627\u0628\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0634\u0623\u0629.<\/p>\n\n

\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/strong> \u2014 Microsoft Azure \u0623\u0648 AWS \u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0623\u0631\u0627\u0645\u0643\u0648 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 Dhahran Tech Valley \u0648\u0628\u0646\u064a\u0629 NEOM \u0627\u0644\u0631\u0642\u0645\u064a\u0629.<\/p>\n\n

\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0644\u0640 OT\/ICS<\/strong> \u2014 \u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062d\u0645\u0627\u064a\u0629 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u0645\u0637\u0644\u0648\u0628 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0644\u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0623\u0639\u0644\u0649.<\/p>\n

\n

\ud83d\udcca \u0623\u0631\u0642\u0627\u0645 \u062d\u0642\u064a\u0642\u064a\u0629: \u0643\u0645 \u064a\u062f\u0641\u0639 \u0647\u0630\u0627 \u0641\u0639\u0644\u064b\u0627\u061f<\/h2>\n\n
\n\n\n\n\n\n\n\n\n
\u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/th>\n\u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a (\u0631\u064a\u0627\u0644\/\u0634\u0647\u0631)<\/th>\n\u0645\u0639 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 (\u0631\u064a\u0627\u0644\/\u0634\u0647\u0631)<\/th>\n\u0627\u0644\u0639\u0644\u0627\u0648\u0629<\/th>\n<\/tr>\n<\/thead>\n
\u0645\u0647\u0646\u062f\u0633 \u0639\u0645\u0644\u064a\u0627\u062a (5 \u0633\u0646\u0648\u0627\u062a \u062e\u0628\u0631\u0629)<\/td>\n18,000 \u2013 22,000<\/td>\n24,000 \u2013 30,000<\/td>\n+30\u201335%<\/td>\n<\/tr>\n
\u0645\u0647\u0646\u062f\u0633 \u0623\u062c\u0647\u0632\u0629 \u0642\u064a\u0627\u0633 \u0648\u062a\u062d\u0643\u0645<\/td>\n20,000 \u2013 25,000<\/td>\n28,000 \u2013 38,000<\/td>\n+35\u201350%<\/td>\n<\/tr>\n
\u0645\u0647\u0646\u062f\u0633 \u0645\u0648\u062b\u0648\u0642\u064a\u0629<\/td>\n22,000 \u2013 28,000<\/td>\n32,000 \u2013 42,000<\/td>\n+45\u201350%<\/td>\n<\/tr>\n
\u0645\u0647\u0646\u062f\u0633 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/td>\n25,000 \u2013 35,000<\/td>\n38,000 \u2013 55,000<\/td>\n+40\u201355%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u062a\u0642\u062f\u064a\u0631\u064a\u0629 \u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u0647\u0646\u064a\u064a\u0646 \u0645\u062a\u0648\u0633\u0637\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632 \u0628\u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629\u060c 2025\u20132026.<\/p>\n<\/div>\n

\n

\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062e\u0644\u064a\u062c\u064a\u0648\u0646 \u0641\u0639\u0644\u064b\u0627<\/h2>\n\n

\u0644\u064a\u0633\u062a \u0643\u0644 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u062a\u0633\u0627\u0648\u064a\u0629. \u0625\u0644\u064a\u0643 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0638\u0647\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0641\u064a \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0648\u0638\u0627\u0626\u0641 \u0623\u0631\u0627\u0645\u0643\u0648 \u0648\u0633\u0627\u0628\u0643 \u0648\u0623\u062f\u0646\u0648\u0643 \u0648\u0643\u0628\u0631\u0649 \u0645\u0642\u0627\u0648\u0644\u064a EPC \u0644\u0644\u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u0629:<\/p>\n\n

1. \u0627\u0644\u0645\u062d\u062a\u0631\u0641 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a (CAP) \u2014 INFORMS<\/h3>\n\n

\u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0630\u0647\u0628\u064a \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629. \u0645\u0639\u062a\u0631\u0641 \u0628\u0647 \u0639\u0627\u0644\u0645\u064a\u064b\u0627 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632. \u0645\u062b\u0627\u0644\u064a \u0644\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0630\u0648\u064a \u062e\u0628\u0631\u0629 3+ \u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u0631\u0633\u0645\u0646\u0629 \u0645\u0647\u0627\u0631\u0627\u062a\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629.<\/p>\n\n

2. \u0634\u0647\u0627\u062f\u0627\u062a Aspen Technology (HYSYS \/ Plus \/ Capital Cost Estimator)<\/h3>\n\n

\u0634\u0647\u0627\u062f\u0627\u062a AspenTech \u0645\u0637\u0644\u0648\u0628\u0629 \u0628\u0634\u0643\u0644 \u0634\u0628\u0647 \u0639\u0627\u0644\u0645\u064a \u0644\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0621 \u0641\u064a \u0645\u0635\u0627\u0641\u064a \u0648\u0645\u0635\u0627\u0646\u0639 \u0627\u0644\u0628\u062a\u0631\u0648\u0643\u064a\u0645\u0627\u0648\u064a\u0627\u062a \u0628\u0627\u0644\u062e\u0644\u064a\u062c. \u0634\u0647\u0627\u062f\u0629 HYSYS \u062a\u064f\u0634\u064a\u0631 \u0625\u0644\u0649 \u0642\u062f\u0631\u062a\u0643 \u0639\u0644\u0649 \u062a\u0646\u0641\u064a\u0630 \u0623\u0639\u0645\u0627\u0644 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062c\u0627\u062f\u0629 \u0628\u0627\u0633\u062a\u0642\u0644\u0627\u0644\u064a\u0629.<\/p>\n\n

3. \u0634\u0647\u0627\u062f\u0629 \u0645\u0634\u063a\u0651\u0644 AVEVA (\u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0633\u0627\u0628\u0642\u064b\u0627 \u0628\u0640 Wonderware)<\/h3>\n\n

AVEVA \u0647\u064a \u0645\u0646\u0635\u0629 SCADA \u0648\u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u0633\u0627\u0626\u062f\u0629 \u0639\u0628\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u062e\u0644\u064a\u062c\u064a\u0629. \u0623\u0635\u0628\u062d\u062a \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0645\u062f\u0631\u062c\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0643\u0645\u062a\u0637\u0644\u0628 (\u0644\u0627 \u0645\u062c\u0631\u062f “\u0645\u064a\u0632\u0629 \u0625\u0636\u0627\u0641\u064a\u0629”) \u0641\u064a \u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649.<\/p>\n\n

4. \u0634\u0647\u0627\u062f\u0629 IChemE \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0621 \u0627\u0644\u0631\u0642\u0645\u064a\u0629<\/h3>\n\n

\u0623\u0637\u0644\u0642\u062a \u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0626\u064a\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0627\u0633\u062a\u062c\u0627\u0628\u0629\u064b \u0644\u0644\u0637\u0644\u0628 \u0627\u0644\u0635\u0646\u0627\u0639\u064a. \u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0626\u064a\u064a\u0646 \u0648\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0645\u0647\u0627\u0631\u0627\u062a \u0631\u0642\u0645\u064a\u0629 \u0645\u0646\u0638\u0651\u0645 \u062f\u0648\u0646 \u0623\u0646 \u064a\u0635\u0628\u062d\u0648\u0627 \u0639\u0644\u0645\u0627\u0621 \u062d\u0627\u0633\u0648\u0628.<\/p>\n\n

5. \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0645\u0646 Microsoft Azure \/ AWS<\/h3>\n\n

\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 (AZ-900 \u0623\u0648 AWS Cloud Practitioner) \u062a\u0633\u062a\u063a\u0631\u0642 4-6 \u0623\u0633\u0627\u0628\u064a\u0639 \u0648\u062a\u0645\u0646\u062d\u0643 \u0645\u0639\u0631\u0641\u0629 \u0639\u0645\u0644\u064a\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u064a \u0628\u064f\u0646\u064a\u062a \u0639\u0644\u064a\u0647\u0627 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0644\u0634\u0631\u0643\u062a\u0643. \u0627\u0644\u0623\u0643\u062b\u0631 \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645: Azure AI Engineer (AI-102).<\/p>\n

\n

\ud83d\udcac \u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0648\u0627\u0642\u0639\u064a: “\u0644\u062f\u064a\u0651 8 \u0633\u0646\u0648\u0627\u062a \u062e\u0628\u0631\u0629 \u2014 \u0647\u0644 \u0641\u0627\u062a \u0627\u0644\u0623\u0648\u0627\u0646\u061f”<\/h2>\n\n

\u0647\u0630\u0627 \u0648\u0636\u0639 \u0634\u0627\u0626\u0639: \u0645\u0647\u0646\u062f\u0633 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u062a\u0645\u0631\u0633 \u0628\u062e\u0628\u0631\u0629 8 \u0633\u0646\u0648\u0627\u062a \u0641\u064a \u0645\u0635\u0646\u0639 \u0628\u062a\u0631\u0648\u0643\u064a\u0645\u0627\u0648\u064a\u0627\u062a \u0633\u0639\u0648\u062f\u064a \u0643\u0628\u064a\u0631\u060c \u0623\u0633\u0633 \u062a\u0642\u0646\u064a\u0629 \u0645\u0645\u062a\u0627\u0632\u0629\u060c \u0644\u0643\u0646 \u0628\u062f\u0648\u0646 \u062a\u062f\u0631\u064a\u0628 \u0631\u0642\u0645\u064a \u0631\u0633\u0645\u064a. \u0647\u0644 \u0627\u0644\u0644\u062d\u0627\u0642 \u0628\u0627\u0644\u0631\u0643\u0628 \u0648\u0627\u0642\u0639\u064a\u061f<\/p>\n\n

\u0628\u0627\u0644\u062a\u0623\u0643\u064a\u062f. \u0648\u0627\u0644\u0645\u0647\u0646\u062f\u0633\u0648\u0646 \u0630\u0648\u0648 \u0627\u0644\u062e\u0628\u0631\u0629 \u0644\u062f\u064a\u0647\u0645 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639 \u0645\u064a\u0632\u0629 \u0643\u0628\u064a\u0631\u0629: \u0641\u0647\u0645 \u064a\u0641\u0647\u0645\u0648\u0646 \u0645\u0627\u0630\u0627 \u062a\u0639\u0646\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a. \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062f\u0648\u0646 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0634\u0622\u062a \u064a\u0633\u062a\u0637\u064a\u0639 \u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0644\u0643\u0646\u0647 \u063a\u0627\u0644\u0628\u064b\u0627 \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0646\u0637\u0642\u064a\u0629 \u0641\u064a\u0632\u064a\u0627\u0626\u064a\u064b\u0627. \u0623\u0646\u062a \u062a\u0633\u062a\u0637\u064a\u0639.<\/p>\n\n

\u062e\u0637\u0629 \u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0642\u0639\u064a\u0629 \u0644\u0645\u062f\u0629 12 \u0634\u0647\u0631\u064b\u0627 \u0644\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629:<\/p>\n\n

\u0627\u0644\u0623\u0634\u0647\u0631 1-3:<\/strong> \u0623\u0633\u0627\u0633\u064a\u0627\u062a Python + \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a (\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0624\u0631\u0651\u062e \u0641\u064a \u0645\u0646\u0634\u0623\u062a\u0643 \u0644\u0645\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0639\u0645\u0644\u064a)<\/p>\n\n

\u0627\u0644\u0623\u0634\u0647\u0631 4-6:<\/strong> \u0634\u0647\u0627\u062f\u0629 Aspen HYSYS \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0648 \u062a\u062f\u0631\u064a\u0628 \u0645\u0634\u063a\u0651\u0644 AVEVA<\/p>\n\n

\u0627\u0644\u0623\u0634\u0647\u0631 7-9:<\/strong> \u0634\u0647\u0627\u062f\u0629 Azure Fundamentals + \u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0644\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a<\/p>\n\n

\u0627\u0644\u0623\u0634\u0647\u0631 10-12:<\/strong> \u0637\u0628\u0651\u0642 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639 \u062f\u0627\u062e\u0644\u064a \u062d\u0642\u064a\u0642\u064a \u2014 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u060c \u062a\u062d\u0644\u064a\u0644 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0637\u0627\u0642\u0629\u060c \u0623\u0648 \u0645\u0634\u0631\u0648\u0639 \u0635\u064a\u0627\u0646\u0629 \u062a\u0646\u0628\u0624\u064a\u0629 \u062a\u062c\u0631\u064a\u0628\u064a \u2014 \u0648\u0648\u062b\u0651\u0642 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u064a \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/p>\n\n

\u0627\u0644\u0647\u062f\u0641 \u0644\u064a\u0633 \u0623\u0646 \u062a\u0635\u0628\u062d \u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a. \u0627\u0644\u0647\u062f\u0641 \u0623\u0646 \u062a\u0635\u0628\u062d \u0645\u0647\u0646\u062f\u0633\u064b\u0627 \u064a\u062a\u062e\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0633\u0631\u0639 \u0645\u0646 \u0623\u0642\u0631\u0627\u0646\u0643.<\/p>\n

\n

\u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u0628\u0634\u0631\u064a: \u0645\u0627 \u0644\u0646 \u064a\u062d\u0644 \u0645\u062d\u0644\u0647 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n

\u0646\u0642\u0637\u0629 \u062d\u0627\u0633\u0645\u0629 \u0643\u062b\u064a\u0631\u064b\u0627 \u0645\u0627 \u062a\u0636\u064a\u0639 \u0641\u064a \u062d\u062f\u064a\u062b \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a: \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a\u060c \u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0633\u062a\u0628\u062f\u0627\u0644 \u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u064a. \u0639\u0646\u062f\u0645\u0627 \u064a\u064f\u0638\u0647\u0631 \u0627\u0644\u062a\u0648\u0623\u0645 \u0627\u0644\u0631\u0642\u0645\u064a \u0646\u062a\u064a\u062c\u0629 \u0634\u0627\u0630\u0629\u060c \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0623\u0645\u0631 \u0645\u0647\u0646\u062f\u0633\u064b\u0627 \u0645\u062a\u0645\u0631\u0633\u064b\u0627 \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0630\u0644\u0643 \u062e\u0637\u0623 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0623\u0648 \u0639\u0637\u0644\u064b\u0627 \u0641\u064a \u0627\u0644\u062d\u0633\u0627\u0633\u060c \u0623\u0648 \u0627\u0646\u062d\u0631\u0627\u0641\u064b\u0627 \u0641\u0639\u0644\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u064a\u0633\u062a\u062f\u0639\u064a \u0627\u0644\u062a\u062f\u062e\u0644.<\/p>\n\n

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\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0623\u0641\u0636\u0644 \u0636\u0645\u0627\u0646 \u0644\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a 2026 \u0644\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u0643\u0648\u0646\u0643 \u0627\u0644\u0634\u062e\u0635 \u0627\u0644\u0630\u064a \u064a\u0628\u0646\u064a \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u2014 \u0628\u0644 \u0628\u0643\u0648\u0646\u0643 \u0627\u0644\u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0630\u064a \u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u0642\u064a\u064a\u0645\u0647\u0627 \u0646\u0642\u062f\u064a\u064b\u0627\u060c \u0648\u062a\u062c\u0627\u0648\u0632\u0647\u0627 \u0639\u0646\u062f \u0627\u0644\u0636\u0631\u0648\u0631\u0629\u060c \u0648\u0634\u0631\u062d \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0644\u0644\u0625\u062f\u0627\u0631\u0629 \u0628\u062b\u0642\u0629.<\/p>\n

\n

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\ud83d\udc49 \u0627\u0633\u062a\u0643\u0634\u0641 \u062f\u0648\u0631\u0627\u062a\u0646\u0627 \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0645\u062d\u062a\u0631\u0641\u064a \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632 \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062e\u0644\u064a\u062c.<\/strong> \u062a\u0635\u0641\u0651\u062d \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u062a\u0627\u062d\u0629<\/a><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

\u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u062e\u064a\u0627\u0631\u064b\u0627 \u0627\u062e\u062a\u064a\u0627\u0631\u064a\u064b\u0627 \u0644\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632 \u0628\u062f\u0648\u0644 \u0627\u0644\u062e\u0644\u064a\u062c. \u0627\u0643\u062a\u0634\u0641 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u0641\u0648\u0627\u0631\u0642 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0644\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0626\u064a\u064a\u0646 \u0648\u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0644\u064a\u0646 \u0641\u064a \u0623\u0631\u0627\u0645\u0643\u0648 \u0648\u0623\u062f\u0646\u0648\u0643 \u0648\u0633\u0627\u0628\u0643 \u0639\u0627\u0645 2026.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[74],"tags":[],"class_list":["post-16563","post","type-post","status-publish","format-standard","hentry","category-74"],"yoast_head":"\n\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u0646\u0641\u0637 \u0648\u0627\u0644\u063a\u0627\u0632: \u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0645\u0647\u0646\u064a \u0644\u0639\u0627\u0645 2026 - Teec 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