{"id":29149,"date":"2026-04-27T20:48:34","date_gmt":"2026-04-27T16:48:34","guid":{"rendered":"https:\/\/blog.drjobpro.com\/ai-hub-day4-typeb-ar\/"},"modified":"2026-05-14T14:12:45","modified_gmt":"2026-05-14T10:12:45","slug":"%d8%a3%d8%a8%d8%b1%d8%b2-%d9%85%d9%87%d8%a7%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7%d9%84%d8%aa%d9%8a-%d9%8a%d8%aa%d9%87","status":"publish","type":"post","link":"https:\/\/blog.drjobpro.com\/ar\/%d8%a3%d8%a8%d8%b1%d8%b2-%d9%85%d9%87%d8%a7%d8%b1%d8%a7%d8%aa-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%a7%d9%84%d8%aa%d9%8a-%d9%8a%d8%aa%d9%87\/","title":{"rendered":"\u0623\u0628\u0631\u0632 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u064a\u062a\u0647\u0627\u0641\u062a \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0648\u0638\u064a\u0641\u0647\u0627 \u0627\u0644\u0622\u0646"},"content":{"rendered":"<h1>\u0623\u0628\u0631\u0632 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u064a\u062a\u0647\u0627\u0641\u062a \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0648\u0638\u064a\u0641\u0647\u0627 \u0627\u0644\u0622\u0646<\/h1>\n<p><strong>\u0622\u062e\u0631 \u0645\u0631\u0627\u062c\u0639\u0629: Apr 27 | \u0627\u0644\u0645\u0635\u0627\u062f\u0631: \u0628\u064a\u0627\u0646\u0627\u062a DrJobPro AI Hub\u060c \u062a\u0642\u0627\u0631\u064a\u0631 \u0635\u0646\u0627\u0639\u064a\u0629 2026<\/strong><\/p>\n<p>\u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0631\u062f \u0645\u0648\u062c\u0629 \u062a\u0642\u0646\u064a\u0629 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\u0634\u064a\u0626\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0643: \u0625\u0646 \u0627\u0645\u062a\u0644\u0643\u062a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0627\u0644\u064a\u0648\u0645\u060c \u0641\u0623\u0646\u062a \u0644\u0627 \u062a\u0628\u062d\u062b \u0639\u0646 \u0648\u0638\u064a\u0641\u0629 \u2014 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0647\u064a \u0627\u0644\u062a\u064a \u062a\u0628\u062d\u062b \u0639\u0646\u0643. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0627\u0645\u0644\u060c \u0646\u064f\u0641\u0635\u0651\u0644 \u0644\u0643 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0646\u0631\u0633\u0645 \u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u0639\u0645\u0644\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u0645\u0644\u0641\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0637\u0631\u064a\u0642\u0629 \u062a\u062c\u0639\u0644 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u064a\u0637\u0631\u0642\u0648\u0646 \u0628\u0627\u0628\u0643 \u0639\u0628\u0631 \u0645\u0646\u0635\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/www.drjobpro.com\/ai-hub\/talent\">\u0633\u0648\u0642 \u0645\u0648\u0627\u0647\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 DrJobPro<\/a>.<\/p>\n<hr \/>\n<h2>\ud83d\udccc \u0623\u0628\u0631\u0632 \u0645\u0627 \u0633\u062a\u062a\u0639\u0644\u0645\u0647 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644<\/h2>\n<ul>\n<li><strong>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062e\u0645\u0633<\/strong> \u0627\u0644\u0623\u0639\u0644\u0649 \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0639\u0627\u0645 2026<\/li>\n<li><strong>\u0643\u064a\u0641 \u062a\u0628\u0646\u064a \u0628\u0648\u0631\u062a\u0641\u0648\u0644\u064a\u0648 AI \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u064b\u0627<\/strong> \u064a\u0644\u0641\u062a \u0627\u0646\u062a\u0628\u0627\u0647 \u0645\u0633\u0624\u0648\u0644\u064a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u062e\u0644\u0627\u0644 30 \u062b\u0627\u0646\u064a\u0629<\/li>\n<li><strong>\u0633\u0644\u0651\u0645 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0645\u064f\u062d\u062f\u0651\u062b<\/strong> \u0644\u0623\u0628\u0631\u0632 \u0623\u062f\u0648\u0627\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 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\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0644\u0643\u0646 \u0645\u0627 \u062a\u063a\u064a\u0651\u0631 \u0647\u0648 \u0623\u0646 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0644\u0645 \u064a\u0639\u0648\u062f\u0648\u0627 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0634\u062e\u0635 \u064a\u0639\u0631\u0641 \u0643\u062a\u0627\u0628\u0629 \u0643\u0648\u062f \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u0631\u064a\u062f\u0648\u0646 \u0645\u0646 \u064a\u064f\u062a\u0642\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 <strong>PyTorch<\/strong> \u0648<strong>TensorFlow<\/strong> \u0648<strong>scikit-learn<\/strong> \u0648\u064a\u0639\u0631\u0641 \u0643\u064a\u0641 \u064a\u0646\u0642\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u062c\u0631\u064a\u0628 \u0625\u0644\u0649 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0641\u0639\u0644\u064a (MLOps).<\/p>\n<p>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u062a\u062d\u062f\u064a\u062f\u064b\u0627:<br \/>\n&#8211; \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u062a\u0639\u0644\u0651\u0645 \u0622\u0644\u0629 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647\u0627 (Hyperparameter Tuning)<br \/>\n&#8211; \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0633\u0645\u0627\u062a (Feature Engineering) \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u063a\u064a\u0631 \u0645\u0646\u0638\u0651\u0645\u0629<br \/>\n&#8211; \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0627\u062a API \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 FastAPI \u0623\u0648 Flask<br \/>\n&#8211; \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0631\u0627\u0621 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a<\/p>\n<h3>2. \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLM &#038; Prompt Engineering)<\/h3>\n<p>\u0645\u0639 \u0627\u0646\u062a\u0634\u0627\u0631 \u0646\u0645\u0627\u0630\u062c \u0645\u062b\u0644 GPT-4o \u0648Gemini \u0648Claude \u0648Llama 3\u060c \u0638\u0647\u0631\u062a \u0641\u0626\u0629 \u062c\u062f\u064a\u062f\u0629 \u0643\u0644\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0644\u0645 \u062a\u0643\u0646 \u0645\u0648\u062c\u0648\u062f\u0629 \u0642\u0628\u0644 \u0639\u0627\u0645\u064a\u0646. \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u062e\u0644\u064a\u062c \u0627\u0644\u0639\u0631\u0628\u064a \u062a\u0628\u062d\u062b \u0628\u0634\u0631\u0627\u0633\u0629 \u0639\u0646 \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u064a\u0633\u062a\u0637\u064a\u0639\u0648\u0646:<br \/>\n&#8211; \u062a\u0635\u0645\u064a\u0645 \u0623\u0648\u0627\u0645\u0631 (Prompts) \u0641\u0639\u0651\u0627\u0644\u0629 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644<br \/>\n&#8211; \u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 (Fine-tuning) \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0634\u0631\u0643\u0629<br \/>\n&#8211; \u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a RAG (Retrieval-Augmented Generation)<br \/>\n&#8211; \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062a\u062d\u064a\u0651\u0632<\/p>\n<h3>3. \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0628\u0646\u064a\u062a\u0647\u0627 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 (Data Engineering &#038; Infrastructure)<\/h3>\n<p>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0627 \u064a\u0639\u0645\u0644 \u0628\u062f\u0648\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0638\u064a\u0641\u0629 \u0648\u0645\u0646\u0638\u0651\u0645\u0629. \u0644\u0630\u0644\u0643 \u0627\u0631\u062a\u0641\u0639 \u0627\u0644\u0637\u0644\u0628 \u0628\u0634\u0643\u0644 \u062d\u0627\u062f \u0639\u0644\u0649 \u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0630\u064a\u0646 \u064a\u064f\u062c\u064a\u062f\u0648\u0646:<br \/>\n&#8211; \u062a\u0635\u0645\u064a\u0645 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Pipelines) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Apache Spark \u0648Airflow<br \/>\n&#8211; \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062c\u0647\u0629 (Vector Databases) \u0645\u062b\u0644 Pinecone \u0648Weaviate<br \/>\n&#8211; \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0639\u0644\u0649 AWS \u0648Azure \u0648GCP<br \/>\n&#8211; \u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0648\u0643\u0645\u062a\u0647\u0627 \u0648\u0641\u0642 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0645\u062d\u0644\u064a\u0629<\/p>\n<h3>4. \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (CV &#038; NLP)<\/h3>\n<p>\u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u2014 \u0645\u0646 \u0627\u0644\u0637\u0627\u0642\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0625\u0644\u0649 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u2014 \u062a\u0633\u062a\u062b\u0645\u0631 \u0628\u0643\u062b\u0627\u0641\u0629 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0645\u062b\u0644 \u0641\u062d\u0635 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0630\u0643\u064a\u0629. \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (Arabic NLP) \u062a\u0634\u0647\u062f \u0637\u0641\u0631\u0629 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629 \u0645\u0639 \u0631\u0642\u0645\u0646\u0629 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629.<\/p>\n<h3>5. \u0623\u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u0624\u0648\u0644 (AI Safety &#038; Responsible AI)<\/h3>\n<p>\u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0631\u0629 \u0647\u064a \u0627\u0644\u062d\u0635\u0627\u0646 \u0627\u0644\u0623\u0633\u0648\u062f \u0641\u064a 2026. \u0645\u0639 \u062a\u0634\u062f\u064a\u062f \u0627\u0644\u062a\u0634\u0631\u064a\u0639\u0627\u062a \u0641\u064a \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a \u0648\u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u062d\u0648\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062a\u0628\u062d\u062b \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0646 \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u064a\u0641\u0647\u0645\u0648\u0646:<br \/>\n&#8211; \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062a\u062d\u064a\u0651\u0632 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647<br \/>\n&#8211; \u062a\u062f\u0642\u064a\u0642 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0636\u0645\u0627\u0646 \u0634\u0641\u0627\u0641\u064a\u062a\u0647\u0627 (Explainability)<br \/>\n&#8211; \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0648\u0627\u0644\u062f\u0648\u0644\u064a\u0629<\/p>\n<hr \/>\n<h2>\u0633\u0644\u0651\u0645 \u0627\u0644\u0631\u0648\u0627\u062a\u0628: \u0645\u0627\u0630\u0627 \u064a\u0643\u0633\u0628 \u0645\u062a\u062e\u0635\u0635\u0648 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637\u061f<\/h2>\n<table>\n<thead>\n<tr>\n<th><strong>\u0627\u0644\u062f\u0648\u0631 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/strong><\/th>\n<th><strong>\u0627\u0644\u062e\u0628\u0631\u0629<\/strong><\/th>\n<th><strong>\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0633\u0646\u0648\u064a (\u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a)<\/strong><\/th>\n<th><strong>\u0645\u0639\u062f\u0644 \u0646\u0645\u0648 \u0627\u0644\u0637\u0644\u0628 2026-2026<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0651\u0645 \u0622\u0644\u0629 (ML Engineer)<\/td>\n<td>3-5 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>85,000 &#8211; 130,000<\/td>\n<td>+42%<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0647\u0646\u062f\u0633 \u0623\u0648\u0627\u0645\u0631 \/ LLM Specialist<\/td>\n<td>2-4 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>70,000 &#8211; 110,000<\/td>\n<td>+91%<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a AI<\/td>\n<td>3-6 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>75,000 &#8211; 120,000<\/td>\n<td>+38%<\/td>\n<\/tr>\n<tr>\n<td>\u0628\u0627\u062d\u062b \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629<\/td>\n<td>4-7 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>90,000 &#8211; 145,000<\/td>\n<td>+35%<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062a\u062e\u0635\u0635 NLP \u0639\u0631\u0628\u064a<\/td>\n<td>2-5 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>72,000 &#8211; 115,000<\/td>\n<td>+54%<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0633\u0624\u0648\u0644 \u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0648\u0623\u0645\u0646 AI<\/td>\n<td>3-5 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>80,000 &#8211; 125,000<\/td>\n<td>+67%<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062f\u064a\u0631 \u0645\u0646\u062a\u062c\u0627\u062a AI<\/td>\n<td>5-8 \u0633\u0646\u0648\u0627\u062a<\/td>\n<td>110,000 &#8211; 170,000<\/td>\n<td>+45%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<blockquote>\n<p><strong>\u0645\u0644\u0627\u062d\u0638\u0629<\/strong>: \u062a\u0639\u0643\u0633 \u0647\u0630\u0647 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0641\u064a \u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u062a\u062d\u062f\u064a\u062f\u064b\u0627\u060c \u0648\u0642\u062f \u062a\u062e\u062a\u0644\u0641 \u0628\u062d\u0633\u0628 \u062d\u062c\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u0648\u0627\u0644\u0642\u0637\u0627\u0639. \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u062d\u0627\u0644\u064a\u064b\u0627 \u0639\u0628\u0631 <a href=\"https:\/\/www.drjobpro.com\/ai-hub\/talent\">\u0633\u0648\u0642 \u0645\u0648\u0627\u0647\u0628 AI \u0641\u064a DrJobPro<\/a>.<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u0643\u064a\u0641 \u062a\u0628\u0646\u064a \u0628\u0648\u0631\u062a\u0641\u0648\u0644\u064a\u0648 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062c\u0639\u0644\u0643 \u062a\u064f\u0648\u0638\u0651\u0641 \u0641\u0639\u0644\u064b\u0627<\/h2>\n<h3>\u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0630\u064a \u064a\u0631\u062a\u0643\u0628\u0647 80% \u0645\u0646 \u0627\u0644\u0645\u0631\u0634\u0651\u062d\u064a\u0646<\/h3>\n<p>\u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u064a\u0646 \u064a\u0645\u0644\u0624\u0648\u0646 \u0633\u064a\u0631\u0647\u0645 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0628\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u062f\u0648\u0631\u0627\u062a \u062f\u0648\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629. \u0645\u0633\u0624\u0648\u0644\u0648 \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0641\u064a 2026 \u0644\u0627 \u064a\u0647\u062a\u0645\u0648\u0646 \u0643\u062b\u064a\u0631\u064b\u0627 \u0628\u0639\u062f\u062f \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u2014 \u064a\u0631\u064a\u062f\u0648\u0646 \u0623\u0646 \u064a\u0631\u0648\u0627 \u0645\u0627\u0630\u0627 \u0628\u0646\u064a\u062a \u0641\u0639\u0644\u064b\u0627 \u0648\u0645\u0627 \u0627\u0644\u0623\u062b\u0631 \u0627\u0644\u0630\u064a \u062d\u0642\u0642\u062a\u0647.<\/p>\n<h3>\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0628\u0648\u0631\u062a\u0641\u0648\u0644\u064a\u0648 AI \u0642\u0648\u064a<\/h3>\n<p><strong>\u0623\u0648\u0644\u064b\u0627: \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062d\u0644 \u0645\u0634\u0643\u0644\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629<\/strong><br \/>\n&#8211; \u0644\u0627 \u062a\u0643\u062a\u0641\u0650 \u0628\u062a\u0643\u0631\u0627\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 Kaggle \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629. \u0627\u062e\u062a\u0631 \u0645\u0634\u0643\u0644\u0629 \u0648\u0627\u0642\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0631\u0628\u064a \u2014 \u0645\u062b\u0644\u064b\u0627: \u0646\u0638\u0627\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0644\u0645\u062a\u062c\u0631 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u062e\u0644\u064a\u062c\u064a\u060c \u0623\u0648 \u0646\u0645\u0648\u0630\u062c \u062a\u062d\u0644\u064a\u0644 \u0645\u0634\u0627\u0639\u0631 \u0644\u0644\u0647\u062c\u0627\u062a \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0639\u0644\u0649 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644.<\/p>\n<p><strong>\u062b\u0627\u0646\u064a\u064b\u0627: \u062a\u0648\u062b\u064a\u0642 \u0627\u062d\u062a\u0631\u0627\u0641\u064a<\/strong><br \/>\n&#8211; \u0648\u062b\u0651\u0642 \u0643\u0644 \u0645\u0634\u0631\u0648\u0639 \u0628\u0637\u0631\u064a\u0642\u0629 \u0648\u0627\u0636\u062d\u0629: \u0627\u0644\u0645\u0634\u0643\u0644\u0629\u060c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629\u060c \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629\u060c \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629. \u0645\u0633\u062a\u0648\u062f\u0639 GitHub \u0645\u0646\u0638\u0651\u0645 \u064a\u062a\u062d\u062f\u062b \u0639\u0646\u0643 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0623\u064a \u0633\u064a\u0631\u0629 \u0630\u0627\u062a\u064a\u0629.<\/p>\n<p><strong>\u062b\u0627\u0644\u062b\u064b\u0627: \u0639\u0631\u0636 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u064a\u0629 (Live Demos)<\/strong><br \/>\n&#8211; \u0627\u0646\u0634\u0631 \u0646\u0645\u0648\u0630\u062c\u0643 \u0643\u062a\u0637\u0628\u064a\u0642 \u0648\u064a\u0628 \u0628\u0633\u064a\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Streamlit \u0623\u0648 Gradio. \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0625\u0638\u0647\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u064a\u0639\u0645\u0644 \u0641\u0639\u0644\u064a\u064b\u0627 \u062a\u064f\u062d\u062f\u062b \u0641\u0631\u0642\u064b\u0627 \u0647\u0627\u0626\u0644\u064b\u0627.<\/p>\n<p><strong>\u0631\u0627\u0628\u0639\u064b\u0627: \u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0645\u0643\u0645\u0651\u0644\u0629<\/strong><br \/>\n&#8211; \u0631\u0643\u0651\u0632 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 Google \u0648AWS \u0648Microsoft \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0643\u0640 ML Engineering \u0623\u0648 Cloud AI\u060c \u0648\u0627\u062c\u0639\u0644\u0647\u0627 \u0645\u0643\u0645\u0651\u0644\u0629 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\u0639\u0646 \u0645\u062a\u062e\u0635\u0635\u064a AI \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629. \u0627\u0644\u0645\u0646\u0635\u0629 \u0645\u0635\u0645\u0645\u0629 \u0644\u062a\u064f\u0628\u0631\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0628\u0637\u0631\u064a\u0642\u0629 \u064a\u0631\u0627\u0647\u0627 \u0635\u0646\u0651\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0645\u0628\u0627\u0634\u0631\u0629.<\/p>\n<hr \/>\n<h2>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0627\u0639\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u064f\u0636\u0627\u0639\u0641 \u0642\u064a\u0645\u062a\u0643 \u0627\u0644\u0633\u0648\u0642\u064a\u0629<\/h2>\n<p>\u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0648\u062d\u062f\u0647\u0627 \u0644\u0627 \u062a\u0643\u0641\u064a. \u0625\u0644\u064a\u0643 \u0645\u0627 \u064a\u0645\u064a\u0651\u0632 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\u0645\u0647\u0627\u0631\u0629 \u062a\u064f\u0642\u062f\u0651\u0631 \u0628\u0630\u0647\u0628. \u062a\u062f\u0631\u0651\u0628 \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0642\u0635\u0635 \u0648\u0627\u0644\u062a\u0634\u0628\u064a\u0647\u0627\u062a.<\/p>\n<h3>\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u064a (Product Thinking)<\/h3>\n<p>\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u064a\u0631\u064a\u062f\u0648\u0646 \u0645\u0647\u0646\u062f\u0633 AI \u064a\u0641\u0647\u0645 \u0643\u064a\u0641 \u064a\u0646\u0639\u0643\u0633 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0623\u0631\u0628\u0627\u062d \u0627\u0644\u0634\u0631\u0643\u0629 \u0648\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0639\u0644\u0649 \u062f\u0642\u0629 \u0627\u0644\u062a\u0646\u0628\u0624. \u0627\u0633\u0623\u0644 \u0646\u0641\u0633\u0643 \u062f\u0627\u0626\u0645\u064b\u0627: \u0645\u0627 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0645\u0627 \u0623\u0628\u0646\u064a\u0647\u061f<\/p>\n<h3>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0644\u0639\u0645\u0644 \u0636\u0645\u0646 \u0641\u0631\u0642 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a<\/h3>\n<p>\u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649 \u0641\u064a \u0627\u0644<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0623\u0628\u0631\u0632 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u064a\u062a\u0647\u0627\u0641\u062a \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0648\u0638\u064a\u0641\u0647\u0627 \u0627\u0644\u0622\u0646 \u0622\u062e\u0631 \u0645\u0631\u0627\u062c\u0639\u0629: Apr 27 | \u0627\u0644\u0645\u0635\u0627\u062f\u0631: \u0628\u064a\u0627\u0646\u0627\u062a DrJobPro AI Hub\u060c \u062a\u0642\u0627\u0631\u064a\u0631 \u0635\u0646\u0627\u0639\u064a\u0629 2026 \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 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