{"id":31166,"date":"2026-05-08T13:28:04","date_gmt":"2026-05-08T09:28:04","guid":{"rendered":"https:\/\/blog.drjobpro.com\/ai-hub-day15-typeb-ar\/"},"modified":"2026-05-08T23:08:55","modified_gmt":"2026-05-08T19:08:55","slug":"ai-hub-day15-typeb-ar","status":"publish","type":"post","link":"https:\/\/blog.drjobpro.com\/ar\/ai-hub-day15-typeb-ar\/","title":{"rendered":"\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0645\u0627 \u064a\u0643\u0633\u0628\u0647 \u0627\u0644\u062f\u0648\u0631 \u0648\u0643\u064a\u0641 \u062a\u062f\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644"},"content":{"rendered":"<h1>\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0645\u0627 \u064a\u0643\u0633\u0628\u0647 \u0627\u0644\u062f\u0648\u0631 \u0648\u0643\u064a\u0641 \u062a\u062f\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644<\/h1>\n<p>\u0622\u062e\u0631 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\u0648\u0627\u0644\u0633\u0631\u0639\u0629<\/li>\n<li><strong>\u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u062f\u0645\u062c<\/strong>: \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0625\u0644\u0649 \u0635\u064a\u063a \u062e\u0641\u064a\u0641\u0629 (ONNX, TensorRT) \u0648\u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0633\u062d\u0627\u0628\u064a\u0629 \u0623\u0648 \u0623\u062c\u0647\u0632\u0629 \u0637\u0631\u0641\u064a\u0629 (Edge Devices)<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0645\u0639 \u0627\u0644\u0641\u0631\u0642<\/strong>: \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0645\u0647\u0646\u062f\u0633\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0645\u062f\u064a\u0631\u064a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0641\u0631\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0636\u0645\u0627\u0646 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062d\u0644\u0648\u0644<\/li>\n<\/ul>\n<hr \/>\n<h2>\u0631\u0648\u0627\u062a\u0628 \u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0623\u0631\u0642\u0627\u0645 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0639\u0627\u0645 2026<\/h2>\n<p>\u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0634\u064a\u0648\u0639\u0627\u064b \u0639\u0646\u062f \u0627\u0644\u0628\u062d\u062b \u0639\u0646 CV Engineer Salary \u0647\u0648: \u0643\u0645 \u064a\u0643\u0633\u0628 \u0647\u0630\u0627 \u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0641\u0639\u0644\u064a\u0627\u064b\u061f \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0623\u0628\u0631\u0632\u0647\u0627 \u0627\u0644\u062e\u0628\u0631\u0629 \u0648\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a \u0648\u062d\u062c\u0645 \u0627\u0644\u0634\u0631\u0643\u0629.<\/p>\n<h3>\u062c\u062f\u0648\u0644 \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u062d\u0633\u0628 \u0627\u0644\u062e\u0628\u0631\u0629 \u0648\u0627\u0644\u0645\u0646\u0637\u0642\u0629 (\u0628\u0627\u0644\u062f\u0648\u0644\u0627\u0631 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a \u0633\u0646\u0648\u064a\u0627\u064b)<\/h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629<\/strong><\/th>\n<th><strong>\u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 (\u0627\u0644\u062e\u0644\u064a\u062c)<\/strong><\/th>\n<th><strong>\u0623\u0648\u0631\u0648\u0628\u0627<\/strong><\/th>\n<th><strong>\u0623\u0645\u0631\u064a\u0643\u0627 \u0627\u0644\u0634\u0645\u0627\u0644\u064a\u0629<\/strong><\/th>\n<th><strong>\u0627\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u064f\u0639\u062f (\u0639\u0627\u0644\u0645\u064a)<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0645\u0628\u062a\u062f\u0626 (0-2 \u0633\u0646\u0629)<\/td>\n<td>45,000 \u2013 72,000<\/td>\n<td>50,000 \u2013 75,000<\/td>\n<td>85,000 \u2013 115,000<\/td>\n<td>60,000 \u2013 95,000<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062a\u0648\u0633\u0637 (3-5 \u0633\u0646\u0648\u0627\u062a)<\/td>\n<td>72,000 \u2013 130,000<\/td>\n<td>75,000 \u2013 120,000<\/td>\n<td>115,000 \u2013 165,000<\/td>\n<td>90,000 \u2013 140,000<\/td>\n<\/tr>\n<tr>\n<td>\u062e\u0628\u064a\u0631 (6-9 \u0633\u0646\u0648\u0627\u062a)<\/td>\n<td>130,000 \u2013 200,000<\/td>\n<td>120,000 \u2013 175,000<\/td>\n<td>165,000 \u2013 220,000<\/td>\n<td>140,000 \u2013 200,000<\/td>\n<\/tr>\n<tr>\n<td>\u0642\u064a\u0627\u062f\u064a \/ \u0631\u0626\u064a\u0633 \u0641\u0631\u064a\u0642 (10+)<\/td>\n<td>200,000 \u2013 300,000+<\/td>\n<td>175,000 \u2013 250,000<\/td>\n<td>220,000 \u2013 350,000+<\/td>\n<td>180,000 \u2013 280,000<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0645\u0647\u0645\u0629 \u062d\u0648\u0644 \u0627\u0644\u0631\u0648\u0627\u062a\u0628<\/h3>\n<ul>\n<li><strong>\u062f\u0648\u0644 \u0627\u0644\u062e\u0644\u064a\u062c<\/strong> (\u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a\u060c \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629\u060c \u0642\u0637\u0631) \u062a\u064f\u0642\u062f\u0651\u0645 \u062d\u0632\u0645 \u062a\u0639\u0648\u064a\u0636\u0627\u062a \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u062a\u0634\u0645\u0644 \u0628\u062f\u0644 \u0633\u0643\u0646 \u0648\u0631\u0639\u0627\u064a\u0629 \u0635\u062d\u064a\u0629 \u0648\u062a\u0630\u0627\u0643\u0631 \u0633\u0641\u0631\u060c \u0645\u0627 \u064a\u0631\u0641\u0639 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0644\u0631\u0627\u062a\u0628 \u0628\u0646\u0633\u0628\u0629 15-25%<\/li>\n<li><strong>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629<\/strong> \u0642\u062f \u062a\u064f\u0642\u062f\u0651\u0645 \u0631\u0648\u0627\u062a\u0628 \u0623\u0642\u0644 \u0646\u0642\u062f\u064a\u0627\u064b \u0644\u0643\u0646\u0647\u0627 \u062a\u064f\u0636\u064a\u0641 \u062d\u0635\u0635 \u0623\u0633\u0647\u0645 (Equity) \u0642\u062f \u062a\u0643\u0648\u0646 \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0633\u062a\u0642\u0628\u0644\u0627\u064b<\/li>\n<li><strong>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629<\/strong> (\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0623\u0648 \u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0641\u064a \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628) \u062a\u0631\u0641\u0639 \u0627\u0644\u0631\u0627\u062a\u0628 \u0628\u0645\u062a\u0648\u0633\u0637 20-30% \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u062d\u0627\u0645\u0644\u064a \u0627\u0644\u0628\u0643\u0627\u0644\u0648\u0631\u064a\u0648\u0633 \u0641\u0642\u0637<\/li>\n<li><strong>\u0627\u0644\u062a\u062e\u0635\u0635 \u0627\u0644\u062f\u0642\u064a\u0642<\/strong> \u064a\u0624\u062b\u0631 \u0623\u064a\u0636\u0627\u064b: \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0648\u0646 \u0641\u064a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u0637\u0628\u064a\u0629 \u0623\u0648 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u064a\u062d\u0635\u0644\u0648\u0646 \u0639\u0644\u0649 \u0639\u0644\u0627\u0648\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0645\u0644\u062d\u0648\u0638\u0629<\/li>\n<\/ul>\n<hr \/>\n<h2>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628<\/h2>\n<h3>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/h3>\n<ul>\n<li><strong>\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/strong>: Python (\u0623\u0633\u0627\u0633\u064a)\u060c C++ (\u0644\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a Edge)<\/li>\n<li><strong>\u0623\u064f\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong>: PyTorch\u060c TensorFlow\u060c Keras<\/li>\n<li><strong>\u0645\u0643\u062a\u0628\u0627\u062a \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628<\/strong>: OpenCV\u060c Pillow\u060c scikit-image<\/li>\n<li><strong>\u0628\u0646\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/strong>: CNNs\u060c Vision Transformers (ViT)\u060c YOLO\u060c ResNet\u060c U-Net<\/li>\n<li><strong>\u0623\u062f\u0648\u0627\u062a MLOps \u0648\u0627\u0644\u0646\u0634\u0631<\/strong>: Docker\u060c Kubernetes\u060c ONNX Runtime\u060c TensorRT\u060c MLflow<\/li>\n<li><strong>\u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/strong>: AWS SageMaker\u060c Google Cloud AI Platform\u060c Azure ML<\/li>\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: SQL\u060c NoSQL\u060c \u0623\u062f\u0648\u0627\u062a \u062a\u0633\u0645\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644 CVAT \u0648LabelStudio<\/li>\n<\/ul>\n<h3>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/h3>\n<ul>\n<li><strong>\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a<\/strong>: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0634\u062e\u064a\u0635 \u0623\u0633\u0628\u0627\u0628 \u0641\u0634\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0642\u062a\u0631\u0627\u062d \u062d\u0644\u0648\u0644 \u0625\u0628\u062f\u0627\u0639\u064a\u0629<\/li>\n<li><strong>\u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0641\u0639\u0651\u0627\u0644<\/strong>: \u0634\u0631\u062d \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0648\u0644\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0642\u0631\u0627\u0631<\/li>\n<li><strong>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/strong>: \u062a\u0646\u0638\u064a\u0645 \u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0645\u0648\u0627\u0639\u064a\u062f \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/strong>: \u0627\u0644\u0645\u062c\u0627\u0644 \u064a\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0647\u0627\u0626\u0644\u0629\u060c \u0648\u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062a\u0635\u062f\u0631 \u0623\u0633\u0628\u0648\u0639\u064a\u0627\u064b<\/li>\n<\/ul>\n<hr \/>\n<h2>\u0643\u064a\u0641 \u062a\u0628\u0646\u064a \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644 AI \u064a\u062c\u0630\u0628 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644\u061f<\/h2>\n<p>\u0628\u0646\u0627\u0621 \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644 (AI Portfolio) \u0642\u0648\u064a \u0647\u0648 \u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u062a\u0623\u062b\u064a\u0631\u0627\u064b \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 CV Jobs \u0645\u0645\u064a\u0632\u0629. \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0647\u062a\u0645\u0648\u0646 \u0628\u0645\u0627 \u0623\u0646\u062c\u0632\u062a\u0647 \u0641\u0639\u0644\u064a\u0627\u064b \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0646\u0638\u0631\u064a\u0629.<\/p>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 1: \u0627\u062e\u062a\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 \u0630\u0627\u062a \u0623\u062b\u0631 \u062d\u0642\u064a\u0642\u064a<\/h3>\n<p>\u0644\u0627 \u062a\u0643\u062a\u0641\u0650 \u0628\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0628\u0633\u064a\u0637\u0629. \u0627\u062e\u062a\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u064f\u0638\u0647\u0631 \u0642\u062f\u0631\u062a\u0643 \u0639\u0644\u0649 \u062d\u0644 \u0645\u0634\u0643\u0644\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0646\u0638\u0627\u0645 \u0643\u0634\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629<\/strong>: \u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u064a\u0643\u062a\u0634\u0641 \u0639\u064a\u0648\u0628 \u0627\u0644\u062a\u0635\u0646\u064a\u0639 \u0641\u064a \u062e\u0637\u0648\u0637 \u0627\u0644\u0625\u0646\u062a\u0627\u062c<\/li>\n<li><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629<\/strong>: \u062a\u0635\u0646\u064a\u0641 \u0623\u0634\u0639\u0629 X \u0623\u0648 \u062a\u0642\u0633\u064a\u0645 \u0623\u0648\u0631\u0627\u0645 \u0645\u0646 \u0635\u0648\u0631 MRI<\/li>\n<li><strong>\u0646\u0638\u0627\u0645 \u0645\u0631\u0627\u0642\u0628\u0629 \u0630\u0643\u064a<\/strong>: \u062a\u062a\u0628\u0639 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0648\u0643\u0634\u0641 \u0627\u0644\u0633\u0644\u0648\u0643\u064a\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/li>\n<li><strong>\u062a\u0637\u0628\u064a\u0642 \u0648\u0627\u0642\u0639 \u0645\u0639\u0632\u0632<\/strong>: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u0648\u0636\u0639\u064a\u0629 (Pose Estimation) \u0641\u064a \u062a\u0637\u0628\u064a\u0642 \u062a\u0641\u0627\u0639\u0644\u064a<\/li>\n<\/ul>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 2: \u0648\u062b\u0651\u0642 \u0645\u0634\u0627\u0631\u064a\u0639\u0643 \u0628\u0627\u062d\u062a\u0631\u0627\u0641<\/h3>\n<p>\u0643\u0644 \u0645\u0634\u0631\u0648\u0639 \u0641\u064a \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644\u0643 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0636\u0645\u0646:<\/p>\n<ul>\n<li><strong>\u0648\u0635\u0641 \u0627\u0644\u0645\u0634\u0643\u0644\u0629<\/strong> \u0648\u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0623\u0648 \u0627\u0644\u0639\u0644\u0645\u064a<\/li>\n<li><strong>\u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629<\/strong> \u0627\u0644\u0645\u062a\u0628\u0639\u0629 \u0648\u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0635\u0645\u064a\u0645\u064a\u0629 \u0645\u0639 \u062a\u0628\u0631\u064a\u0631\u0647\u0627<\/li>\n<li><strong>\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0643\u0645\u064a\u0629<\/strong> (\u062f\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a)<\/li>\n<li><strong>\u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u0646\u0638\u0645<\/strong> \u0639\u0644\u0649 GitHub \u0645\u0639 \u0645\u0644\u0641 README \u0648\u0627\u0636\u062d<\/li>\n<li><strong>\u0639\u0631\u0636 \u0645\u0631\u0626\u064a<\/strong> (\u0641\u064a\u062f\u064a\u0648 \u062a\u0648\u0636\u064a\u062d\u064a \u0623\u0648 \u062a\u0637\u0628\u064a\u0642 \u0648\u064a\u0628 \u062a\u0641\u0627\u0639\u0644\u064a)<\/li>\n<\/ul>\n<h3>\u0627\u0644\u062e\u0637\u0648\u0629 3: \u0627\u0646\u0634\u0631 \u0645\u0644\u0641\u0643 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629<\/h3>\n<p>\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0639\u0627\u0645\u0629 \u0642\u062f \u0644\u0627 \u062a\u064f\u0628\u0631\u0632 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0628\u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u0645\u0637\u0644\u0648\u0628. \u0644\u0647\u0630\u0627\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0623\u0646 \u062a\u0646\u0634\u0631 \u0645\u0644\u0641\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0645\u0648\u0627\u0647\u0628 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062b\u0644 <a href=\"https:\/\/www.drjobpro.com\/ai-hub\/talent\">DrJobPro AI Hub Talent<\/a>\u060c \u062d\u064a\u062b \u064a\u0628\u062d\u062b \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644 \u062a\u062d\u062f\u064a\u062f\u0627\u064b \u0639\u0646 \u0645\u062a\u062e\u0635\u0635\u064a AI \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0645\u0627 \u064a\u0632\u064a\u062f \u0641\u0631\u0635 \u0638\u0647\u0648\u0631\u0643 \u0623\u0645\u0627\u0645 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629.<\/p>\n<hr \/>\n<h2>\u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u0639\u0645\u0644\u064a\u0629: \u0645\u0646 \u0627\u0644\u0635\u0641\u0631 \u0625\u0644\u0649 \u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628<\/h2>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a (3-4 \u0623\u0634\u0647\u0631)<\/h3>\n<ul>\n<li>\u062a\u0639\u0644\u0651\u0645 Python \u0628\u0639\u0645\u0642 \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 NumPy \u0648Pandas \u0648Matplotlib<\/li>\n<li>\u0627\u062f\u0631\u0633 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a<\/li>\n<li>\u0627\u0641\u0647\u0645 \u0645\u0628\u0627\u062f\u0626 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 OpenCV<\/li>\n<li>\u0623\u0643\u0645\u0644 \u062f\u0648\u0631\u0629 \u062a\u0645\u0647\u064a\u062f\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (\u0645\u062b\u0644 \u062f\u0648\u0631\u0629 Andrew Ng)<\/li>\n<\/ul>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 (4-6 \u0623\u0634\u0647\u0631)<\/h3>\n<ul>\n<li>\u0627\u062f\u0631\u0633 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0644\u062a\u0641\u0627\u0641\u064a\u0629 (CNNs) \u0646\u0638\u0631\u064a\u0627\u064b \u0648\u0639\u0645\u0644\u064a\u0627\u064b<\/li>\n<li>\u062a\u0639\u0644\u0651\u0645 \u0623\u064f\u0637\u0631 PyTorch \u0623\u0648 TensorFlow \u0648\u0627\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629<\/li>\n<li>\u0627\u062f\u0631\u0633 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629: \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0643\u0634\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 (Object Detection)\u060c \u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u062f\u0644\u0627\u0644\u064a (Semantic Segmentation)<\/li>\n<li>\u062a\u0627\u0628\u0639 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u062d\u0627\u0648\u0644 \u0625\u0639\u0627\u062f\u0629 \u062a\u0637\u0628\u064a\u0642\u0647\u0627<\/li>\n<\/ul>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629: \u0627\u0644\u062a\u062e\u0635\u0635 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 (3-4 \u0623\u0634\u0647\u0631)<\/h3>\n<ul>\n<li>\u0627\u062e\u062a\u0631 \u062a\u062e\u0635\u0635\u0627\u064b \u062f\u0642\u064a\u0642<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0645\u0627 \u064a\u0643\u0633\u0628\u0647 \u0627\u0644\u062f\u0648\u0631 \u0648\u0643\u064a\u0641 \u062a\u062f\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0622\u062e\u0631 \u0645\u0631\u0627\u062c\u0639\u0629: May 8 | \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 \u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 (Computer Vis&#8230;<\/p>\n","protected":false},"author":30,"featured_media":31165,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_linkdex":"","_yoast_wpseo_content_score":"","_yoast_wpseo_meta-robots-noindex":"","_yoast_wpseo_meta-robots-nofollow":"","_uag_custom_page_level_css":"","wpm_page_lang":"ar","_post_lang":"","footnotes":""},"categories":[3494],"tags":[3242,3241,3239,625,3484,3485,3486],"class_list":["post-31166","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ar-ai-hub","tag-ai-career","tag-ai-community","tag-ai-hub","tag-ai-jobs","tag-computer-vision-engineer","tag-cv-engineer-salary","tag-cv-jobs"],"blocksy_meta":[],"yoast_seo":{"focus_keyphrase":"computer vision engineer","seo_title":"\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0645\u0627 \u064a\u0643\u0633\u0628\u0647 \u0627\u0644\u062f\u0648\u0631 \u0648\u0643\u064a\u0641 \u062a\u062f\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 | Dr","meta_description":"\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0645\u0627 \u064a\u0643\u0633\u0628\u0647 \u0627\u0644\u062f\u0648\u0631 \u0648\u0643\u064a\u0641 \u062a\u062f\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0622\u062e\u0631 \u0645\u0631\u0627\u062c\u0639\u0629: May 8 | \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 \u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 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Brooks","author_link":"https:\/\/blog.drjobpro.com\/ar\/author\/seo-admin\/"},"uagb_comment_info":0,"uagb_excerpt":"\u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628: \u0645\u0627 \u064a\u0643\u0633\u0628\u0647 \u0627\u0644\u062f\u0648\u0631 \u0648\u0643\u064a\u0641 \u062a\u062f\u062e\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0622\u062e\u0631 \u0645\u0631\u0627\u062c\u0639\u0629: May 8 | \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 \u0645\u0647\u0646\u062f\u0633 \u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 (Computer 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