{"id":30425,"date":"2026-05-05T12:44:42","date_gmt":"2026-05-05T08:44:42","guid":{"rendered":"https:\/\/blog.drjobpro.com\/ai-hub-day12-typeb-ar\/"},"modified":"2026-05-14T14:14:23","modified_gmt":"2026-05-14T10:14:23","slug":"%d9%85%d8%b3%d8%a7%d8%b1-%d9%85%d9%87%d9%86%d8%a9-%d9%85%d9%87%d9%86%d8%af%d8%b3-%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%a2%d9%84%d8%a9-%d9%85%d9%86-%d8%a7%d9%84%d9%85%d8%b3%d8%aa%d9%88%d9%89-%d8%a7","status":"publish","type":"post","link":"https:\/\/blog.drjobpro.com\/ar\/%d9%85%d8%b3%d8%a7%d8%b1-%d9%85%d9%87%d9%86%d8%a9-%d9%85%d9%87%d9%86%d8%af%d8%b3-%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%a2%d9%84%d8%a9-%d9%85%d9%86-%d8%a7%d9%84%d9%85%d8%b3%d8%aa%d9%88%d9%89-%d8%a7\/","title":{"rendered":"\u0645\u0633\u0627\u0631 \u0645\u0647\u0646\u0629 \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629: \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u0648\u0644\u064a \u0625\u0644\u0649 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\u062a\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0644\u0649 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u064a\u0648\u0645\u064a\u064b\u0627. \u0645\u0647\u0646\u062f\u0633 ML \u0647\u0648 \u0627\u0644\u062c\u0633\u0631 \u0628\u064a\u0646 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0648\u0627\u0644\u0645\u0646\u062a\u062c \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/p>\n<hr \/>\n<h2>\u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u062e\u0645\u0633 \u0644\u0645\u0633\u0627\u0631 \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629<\/h2>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0622\u0644\u0629 \u0645\u0628\u062a\u062f\u0626 (Junior ML Engineer) ,  \u0627\u0644\u0633\u0646\u0648\u0627\u062a 0-2<\/h3>\n<p>\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629\u060c \u062a\u0631\u0643\u0651\u0632 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0623\u0633\u0627\u0633 \u0635\u0644\u0628 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 Python<\/strong> \u0645\u0639 \u0625\u062a\u0642\u0627\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 NumPy \u0648Pandas \u0648Scikit-learn<\/li>\n<li><strong>\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621<\/strong>: \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a\u060c \u062d\u0633\u0627\u0628 \u0627\u0644\u062a\u0641\u0627\u0636\u0644\u060c \u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a<\/li>\n<li><strong>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629<\/strong>: \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631\u060c \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631\u060c SVM\u060c \u0627\u0644\u062a\u062c\u0645\u064a\u0639 (Clustering)<\/li>\n<li><strong>\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: SQL\u060c \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 (Feature Engineering)<\/li>\n<li><strong>\u0627\u0644\u062a\u062d\u0643\u0645 \u0628\u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a<\/strong>: Git \u0648GitHub<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0645\u062a\u0648\u0642\u0639<\/strong>: 60,000 &#8211; 95,000 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627 \u0641\u064a \u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u062e\u0644\u064a\u062c<\/p>\n<p><strong>\u0646\u0635\u064a\u062d\u0629 \u0639\u0645\u0644\u064a\u0629<\/strong>: \u0644\u0627 \u062a\u0646\u062a\u0638\u0631 \u062d\u062a\u0649 \u062a\u0634\u0639\u0631 \u0628\u0627\u0644\u062c\u0627\u0647\u0632\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629. \u0627\u0628\u062f\u0623 \u0628\u0627\u0644\u062a\u0642\u062f\u064a\u0645 \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0628\u0645\u062c\u0631\u062f \u0625\u062a\u0645\u0627\u0645\u0643 \u0644\u0645\u0634\u0631\u0648\u0639\u064a\u0646 \u0623\u0648 \u062b\u0644\u0627\u062b\u0629 \u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644\u0643\u060c \u0648\u0633\u062c\u0651\u0644 \u0641\u064a <a href=\"https:\/\/www.drjobpro.com\/ai-hub\/talent\">\u0633\u0648\u0642 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0639\u0644\u0649 DrJobPro AI Hub<\/a> \u0644\u062a\u0643\u0648\u0646 \u0645\u0631\u0626\u064a\u064b\u0627 \u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0639\u0646 \u0645\u0648\u0627\u0647\u0628 \u0646\u0627\u0634\u0626\u0629.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0622\u0644\u0629 \u0645\u062a\u0648\u0633\u0637 (Mid-Level ML Engineer) ,  \u0627\u0644\u0633\u0646\u0648\u0627\u062a 2-5<\/h3>\n<p>\u0647\u0646\u0627 \u062a\u0628\u062f\u0623 \u0628\u0627\u0644\u062a\u0639\u0645\u0642 \u0648\u0627\u0644\u062a\u062e\u0635\u0635:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong>: \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNN)\u060c \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 (RNN)\u060c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a (Transformers)<\/li>\n<li><strong>\u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/strong>: TensorFlow\u060c PyTorch<\/li>\n<li><strong>MLOps \u0648\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0646\u0634\u0631<\/strong>: Docker\u060c Kubernetes\u060c CI\/CD \u0644\u0646\u0645\u0627\u0630\u062c ML<\/li>\n<li><strong>\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/strong>: AWS SageMaker\u060c Google Vertex AI\u060c Azure ML<\/li>\n<li><strong>\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062a\u0628\u0639\u0647\u0627<\/strong>: MLflow\u060c Weights &#038; Biases<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0645\u062a\u0648\u0642\u0639<\/strong>: 95,000 &#8211; 160,000 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629: \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0622\u0644\u0629 \u0623\u0648\u0644 (Senior ML Engineer) ,  \u0627\u0644\u0633\u0646\u0648\u0627\u062a 5-8<\/h3>\n<p>\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649\u060c \u0623\u0646\u062a \u0644\u0627 \u062a\u0643\u062a\u0628 \u0643\u0648\u062f\u064b\u0627 \u0641\u062d\u0633\u0628 \u0628\u0644 \u062a\u0642\u0648\u062f \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062a\u0642\u0646\u064a:<\/p>\n<ul>\n<li><strong>\u062a\u0635\u0645\u064a\u0645 \u0623\u0646\u0638\u0645\u0629 ML \u0645\u0639\u0645\u0627\u0631\u064a\u0629<\/strong> \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639<\/li>\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621<\/strong>: \u062a\u0642\u0644\u064a\u0644 \u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0636\u063a\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0627\u0644\u062a\u0642\u0637\u064a\u0631 (Model Distillation)<\/li>\n<li><strong>\u0642\u064a\u0627\u062f\u0629 \u0641\u0631\u0642 \u062a\u0642\u0646\u064a\u0629 \u0635\u063a\u064a\u0631\u0629<\/strong> \u0648\u0625\u0631\u0634\u0627\u062f \u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646<\/li>\n<li><strong>\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629<\/strong> \u0644\u062a\u0631\u062c\u0645\u0629 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0625\u0644\u0649 \u062d\u0644\u0648\u0644 \u062a\u0642\u0646\u064a\u0629<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0645\u062a\u0648\u0642\u0639<\/strong>: 160,000 &#8211; 220,000 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629: \u0645\u0647\u0646\u062f\u0633 \u0631\u0626\u064a\u0633\u064a \/ \u0645\u062f\u064a\u0631 \u0647\u0646\u062f\u0633\u0629 ML (Lead\/Staff\/Manager) ,  \u0627\u0644\u0633\u0646\u0648\u0627\u062a 8-12<\/h3>\n<ul>\n<li><strong>\u0648\u0636\u0639 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/strong> \u0644\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0624\u0633\u0633\u0629<\/li>\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0641\u0631\u0642 \u0645\u062a\u0639\u062f\u062f\u0629<\/strong> \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0645\u0634\u0627\u0631\u064a\u0639<\/li>\n<li><strong>\u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631<\/strong>: \u062a\u0642\u064a\u064a\u0645 \u0648\u0627\u0639\u062a\u0645\u0627\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs)<\/li>\n<li><strong>\u0628\u0646\u0627\u0621 \u062b\u0642\u0627\u0641\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0645\u062a\u0648\u0642\u0639<\/strong>: 200,000 &#8211; 300,000+ \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629: \u0646\u0627\u0626\u0628 \u0627\u0644\u0631\u0626\u064a\u0633 \/ \u0645\u062f\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (VP of AI \/ Chief AI Officer)<\/h3>\n<p>\u0627\u0644\u0642\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u0635\u0644 \u0625\u0644\u064a\u0647\u0627 \u0645\u0646 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0645\u064a\u0632 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644. \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0648\u0631\u060c \u0623\u0646\u062a \u062a\u062d\u062f\u062f \u0643\u064a\u0641 \u064a\u064f\u0634\u0643\u0651\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627.<\/p>\n<hr \/>\n<h2>\u062c\u062f\u0648\u0644 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0645\u0642\u0627\u0631\u0646 \u0644\u0645\u0647\u0646\u062f\u0633\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (2026)<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0647\u0646\u064a<\/th>\n<th>\u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a (USD)<\/th>\n<th>\u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 (USD)<\/th>\n<th>\u0645\u0635\u0631 (USD)<\/th>\n<th>\u0623\u0645\u0631\u064a\u0643\u0627 (USD)<\/th>\n<th>\u0623\u0648\u0631\u0648\u0628\u0627 (USD)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0645\u0628\u062a\u062f\u0626 (0-2 \u0633\u0646\u0629)<\/td>\n<td>65,000 &#8211; 95,000<\/td>\n<td>60,000 &#8211; 90,000<\/td>\n<td>15,000 &#8211; 28,000<\/td>\n<td>95,000 &#8211; 135,000<\/td>\n<td>55,000 &#8211; 85,000<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062a\u0648\u0633\u0637 (2-5 \u0633\u0646\u0648\u0627\u062a)<\/td>\n<td>100,000 &#8211; 160,000<\/td>\n<td>95,000 &#8211; 150,000<\/td>\n<td>28,000 &#8211; 50,000<\/td>\n<td>140,000 &#8211; 200,000<\/td>\n<td>85,000 &#8211; 140,000<\/td>\n<\/tr>\n<tr>\n<td>\u0623\u0648\u0644 (5-8 \u0633\u0646\u0648\u0627\u062a)<\/td>\n<td>160,000 &#8211; 230,000<\/td>\n<td>150,000 &#8211; 210,000<\/td>\n<td>45,000 &#8211; 75,000<\/td>\n<td>200,000 &#8211; 300,000<\/td>\n<td>130,000 &#8211; 200,000<\/td>\n<\/tr>\n<tr>\n<td>\u0642\u064a\u0627\u062f\u064a (8+ \u0633\u0646\u0648\u0627\u062a)<\/td>\n<td>220,000 &#8211; 350,000<\/td>\n<td>200,000 &#8211; 320,000<\/td>\n<td>65,000 &#8211; 110,000<\/td>\n<td>300,000 &#8211; 500,000+<\/td>\n<td>180,000 &#8211; 320,000<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u0645\u0644\u0627\u062d\u0638\u0629<\/strong>: \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0641\u064a \u0627\u0644\u062e\u0644\u064a\u062c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0639\u0641\u0627\u0629 \u0645\u0646 \u0627\u0644\u0636\u0631\u064a\u0628\u0629\u060c \u0645\u0645\u0627 \u064a\u0631\u0641\u0639 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 25-40% \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u063a\u0631\u0628\u064a\u0629.<\/p>\n<hr \/>\n<h2>\u0643\u064a\u0641 \u062a\u0628\u0646\u064a \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644 AI \u064a\u0641\u062a\u062d \u0644\u0643 \u0623\u0628\u0648\u0627\u0628 \u0627\u0644\u062a\u0648\u0638\u064a\u0641<\/h2>\n<h3>\u0644\u0645\u0627\u0630\u0627 \u0645\u0639\u0631\u0636 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0623\u0647\u0645 \u0645\u0646 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0648\u062d\u062f\u0647\u0627<\/h3>\n<p>\u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0633\u0624\u0648\u0644\u0648 \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u064a\u0631\u064a\u062f\u0648\u0646 \u0631\u0624\u064a\u0629 \u0645\u0627 \u0623\u0646\u062c\u0632\u062a\u0647 \u0641\u0639\u0644\u064b\u0627 \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0645\u0627 \u062f\u0631\u0633\u062a\u0647. \u0645\u0639\u0631\u0636 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0642\u0648\u064a (AI Portfolio) \u064a\u064f\u062b\u0628\u062a \u0642\u062f\u0631\u062a\u0643 \u0639\u0644\u0649 \u062d\u0644 \u0645\u0634\u0643\u0644\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u064a\u062e\u062a\u0635\u0631 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/p>\n<h3>\u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644 \u0641\u0639\u0651\u0627\u0644<\/h3>\n<p><strong>1. \u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u062a\u0646\u0648\u0639\u0629 \u0648\u0645\u062a\u062f\u0631\u062c\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0642\u064a\u062f<\/strong><\/p>\n<ul>\n<li>\u0645\u0634\u0631\u0648\u0639 \u062a\u0635\u0646\u064a\u0641 \u0623\u0648 \u0627\u0646\u062d\u062f\u0627\u0631 \u0643\u0644\u0627\u0633\u064a\u0643\u064a \u0645\u0639 \u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0627\u0645\u0644<\/li>\n<li>\u0645\u0634\u0631\u0648\u0639 \u062a\u0639\u0644\u0645 \u0639\u0645\u064a\u0642 (\u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0623\u0648 \u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629)<\/li>\n<li>\u0645\u0634\u0631\u0648\u0639 \u0646\u0634\u0631 \u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0628\u064a\u0626\u0629 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 (API \u0639\u0627\u0645\u0644\u0629 \u0623\u0648 \u062a\u0637\u0628\u064a\u0642 \u0648\u064a\u0628)<\/li>\n<li>\u0645\u0634\u0631\u0648\u0639 \u064a\u064f\u0638\u0647\u0631 \u0641\u0647\u0645\u0643 \u0644\u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 ML \u0627\u0644\u0643\u0627\u0645\u0644\u0629: \u0645\u0646 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629<\/li>\n<\/ul>\n<p><strong>2. \u062a\u0648\u062b\u064a\u0642 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0644\u0643\u0644 \u0645\u0634\u0631\u0648\u0639<\/strong><\/p>\n<p>\u0644\u0643\u0644 \u0645\u0634\u0631\u0648\u0639\u060c \u0648\u0636\u0651\u062d: \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u064a \u062d\u0644\u0644\u062a\u0647\u0627\u060c \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u0627\u062a\u062e\u0630\u062a\u0647\u0627 \u0648\u0644\u0645\u0627\u0630\u0627\u060c \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u064a\u0627\u0633\u060c \u0648\u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u0645\u0633\u062a\u0641\u0627\u062f\u0629. \u0647\u0630\u0627 \u064a\u064f\u0638\u0647\u0631 \u0646\u0636\u062c\u0643 \u0627\u0644\u0645\u0647\u0646\u064a.<\/p>\n<p><strong>3. \u062d\u0636\u0648\u0631 \u062a\u0642\u0646\u064a \u0646\u0634\u0637<\/strong><\/p>\n<ul>\n<li>\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a GitHub \u0645\u0646\u0638\u0645\u0629 \u0648\u0645\u064f\u0648\u062b\u0651\u0642\u0629<\/li>\n<li>\u0645\u0642\u0627\u0644\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0639\u0644\u0649 Medium \u0623\u0648 \u0645\u062f\u0648\u0646\u0629 \u0634\u062e\u0635\u064a\u0629<\/li>\n<li>\u0645\u0633\u0627\u0647\u0645\u0627\u062a \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631<\/li>\n<li>\u0645\u0644\u0641 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0645\u062d\u062f\u0651\u062b \u0639\u0644\u0649 [DrJobPro AI Hub Talent](https:\/\/www.drjobpro.com\/ai-<\/li>\n<\/ul>\n<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u0645\u064a\u0632 \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0639\u0646 \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062c\u0648\u0647\u0631\u064a \u064a\u0643\u0645\u0646 \u0641\u064a \u0627\u0644\u062a\u0631\u0643\u064a\u0632: \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u0633\u062a\u0643\u0634\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u064a\u0628\u0646\u064a \u0646\u0645\u0627\u0630\u062c \u062a\u062d\u0644\u064a\u0644\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u064a\u0623\u062e\u0630 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u064a\u062d\u0648\u0644\u0647\u0627 \u0625\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u062a\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0644\u0649 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u064a\u0648\u0645\u064a\u064b\u0627. \u0645\u0647\u0646\u062f\u0633 ML 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