{"id":23461,"date":"2026-05-12T21:12:12","date_gmt":"2026-05-12T14:12:12","guid":{"rendered":"https:\/\/hblabgroup.com\/?p=23461"},"modified":"2026-05-12T21:14:02","modified_gmt":"2026-05-12T14:14:02","slug":"vietnam-python-engineer-market-kr","status":"publish","type":"post","link":"https:\/\/hblabgroup.com\/ko\/vietnam-python-engineer-market-kr\/","title":{"rendered":"\ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4: \ud55c\uad6d \uae30\uc5c5\uc744 \uc704\ud55c \uace0\ud488\uc9c8 \uc778\ub825 \uc790\uc6d0"},"content":{"rendered":"<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">Python\uc740 \ubca0\ud2b8\ub0a8 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \ucc44\uc6a9 \uc218\uc694 \uc21c\uc704\uc5d0\uc11c 2\uc704\ub85c \uc624\ub974\uace0 \uc774\ub294 AI\u00b7\ub370\uc774\ud130 \uc0ac\uc774\uc5b8\uc2a4 \ubd90\uc744 \uc9c1\uc811 \ubc18\uc601\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">VietnamWorks in TECH\uc758 \u300cAI \uc2dc\ub300 IT \uc778\ub825 \ubc0f \ucc44\uc6a9 \ud2b8\ub80c\ub4dc 2024\u20132025\u300d \uc870\uc0ac (IT \uc804\ubb38\uac00 \ubc0f \uae30\uc5c5 2,000\uba85 \ub300\uc0c1)\uc5d0 \ub530\ub974\uba74,<\/span><b> Python\uc740 \ucc44\uc6a9 \uc218\uc694\uac00 \uac00\uc7a5 \ub192\uc740 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 2\uc704\uc5d0 <\/b><span style=\"font-weight: 300;\">\uc62c\ub790\uc73c\uba70, 1\uc704 Java\uc5d0 \uc774\uc5b4 \ube60\ub974\uac8c \uaca9\ucc28\ub97c \uc881\ud788\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac19\uc740 \uc131\uc7a5\uc740 \uc6b0\uc5f0\uc774 \uc544\ub2d9\ub2c8\ub2e4. AI\uc758 \ud3ed\ubc1c\uc801 \uc131\uc7a5\uacfc \ud568\uaed8 \uba38\uc2e0\ub7ec\ub2dd\u00b7\ub525\ub7ec\ub2dd\u00b7\uc0dd\uc131\ud615 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \uc804\ubc18\uc5d0 \uac78\uccd0 Python\uc774 \ud575\uc2ec \uc5b8\uc5b4\ub85c \uc790\ub9ac \uc7a1\uc558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc870\uc0ac\uc5d0 \ucc38\uc5ec\ud55c <\/span><b>IT \uc804\ubb38\uac00\uc758 80% \uc774\uc0c1\uc774 \uc5c5\ubb34\uc5d0 AI \ub3c4\uad6c<\/b><span style=\"font-weight: 300;\">\ub97c \ud65c\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \uadf8 \ub3c4\uad6c\uc640 \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \uc8fc\uc694 \uc5b8\uc5b4\uac00 \ubc14\ub85c Python\uc785\ub2c8\ub2e4.<\/span><\/span><\/p>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>\ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4 \uc2dc\uc7a5 \uac1c\uc694<\/b><\/span><\/h2>\n<figure id=\"attachment_22101\" aria-describedby=\"caption-attachment-22101\" style=\"width: 1200px\" class=\"wp-caption alignnone\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-22101\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/\ubca0\ud2b8\ub0a8-IT-\uc2dc\uc7a5-HBLAB\uc758-IT-\uc778\ub825.webp\" alt=\"\ubca0\ud2b8\ub0a8-IT-\uc2dc\uc7a5-HBLAB\uc758-IT-\uc778\ub825\" width=\"1200\" height=\"630\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/\ubca0\ud2b8\ub0a8-IT-\uc2dc\uc7a5-HBLAB\uc758-IT-\uc778\ub825.webp 1200w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/\ubca0\ud2b8\ub0a8-IT-\uc2dc\uc7a5-HBLAB\uc758-IT-\uc778\ub825-1024x538.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/\ubca0\ud2b8\ub0a8-IT-\uc2dc\uc7a5-HBLAB\uc758-IT-\uc778\ub825-768x403.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><figcaption id=\"caption-attachment-22101\" class=\"wp-caption-text\"><\/span> <span style=\"font-family: 'times new roman', times, serif;\">\u1107\u1166\u1110\u1173\u1102\u1161\u11b7 IT \u1109\u1175\u110c\u1161\u11bc &#8211; HBLAB\u110b\u1174 IT \u110b\u1175\u11ab\u1105\u1167\u11a8<\/span><\/figcaption><\/figure>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>IT \uc778\ub825 \uaddc\ubaa8 \ubc0f Python \uac1c\ubc1c\uc790 \ud604\ud669<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">56\ub9cc \uba85 \uc774\uc0c1\uc758 IT \uc804\ubb38\uac00\ub97c \ubcf4\uc720\ud55c \ubca0\ud2b8\ub0a8\uc740 \uc678\uad6d \uae30\uc5c5\uc758 \uae30\uc220 \ud300 \ud655\uc7a5 \uc218\uc694\ub97c \ucda9\uc871\ud560 \ucda9\ubd84\ud55c \uaddc\ubaa8\ub97c \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc, AI \uc2ec\ud654 \uc778\ub825 \ubd80\uc871\uc774\ub77c\ub294 \uad6c\uc870\uc801 \uacfc\uc81c\ub3c4 \uc9c1\uc2dc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">TopDev\uc758 \u300c\ubca0\ud2b8\ub0a8 IT \uc2dc\uc7a5 \ubcf4\uace0\uc11c 2024\u20132025\u300d\uc5d0 \ub530\ub974\uba74, \ud604\uc7ac \ubca0\ud2b8\ub0a8\uc5d0\ub294 \uc57d 56\ub9cc \uba85\uc758 IT\u00b7\ucef4\ud4e8\ud130 \uacfc\ud559 \uc804\ubb38\uac00\uac00 \ud65c\ub3d9 \uc911\uc774\uba70, \ub9e4\ub144 5\ub9cc 5,000~6\ub9cc \uba85\uc758 \uc2e0\uaddc \uc878\uc5c5\uc0dd\uc774 \uc2dc\uc7a5\uc5d0 \uc9c4\uc785\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubca0\ud2b8\ub0a8 \uc815\ubcf4\ud1b5\uc2e0\ubd80(2024)\uc5d0 \uc758\ud558\uba74 \uc804\uad6d ICT \uae30\uc5c5 \uc218\ub294 7\ub9cc\uc5ec \uac1c, IT \uc778\ub825\uc740 53\ub9cc \uba85 \uc774\uc0c1, \uc5f0\uac04 ICT \uc804\uacf5 \uc878\uc5c5\uc0dd\uc740 5\ub9cc 7,000\uba85\uc744 \uc0c1\ud68c\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc218\uc694\ub294 \uacf5\uae09\uc744 \ud06c\uac8c \uc55e\uc9c0\ub974\uace0 \uc788\uc5b4, 2023~2025\ub144 \uae30\uac04 \ub3d9\uc548 \uc5f0\uac04 15\ub9cc~20\ub9cc \uba85\uc758 IT \uc778\ub825 \ubd80\uc871\uc774 \uc608\uce21\ub429\ub2c8\ub2e4. \uc774\ub294 \uc57d\uc810\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc624\ud788\ub824 \uc870\uae30\uc5d0 \ud300\uc744 \uad6c\uc131\ud55c \uae30\uc5c5\uc774 \ucd5c\uace0 \uc778\uc7ac\uc5d0 \ub300\ud55c \uc6b0\uc120 \uc811\uadfc\uad8c\uc744 \ud655\ubcf4\ud560 \uc218 \uc788\ub2e4\ub294 \uc2e0\ud638\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uae00\ub85c\ubc8c IT \uc544\uc6c3\uc18c\uc2f1 \uc9c0\ub3c4\uc5d0\uc11c \ubca0\ud2b8\ub0a8\uc758 \uc704\uc0c1<\/b><\/span><\/h3>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">\ubca0\ud2b8\ub0a8\uc740 \ub2e8\uc21c\ud55c \uc5ed\ub0b4 \uc544\uc6c3\uc18c\uc2f1 \uac70\uc810\uc774 \uc544\ub2d9\ub2c8\ub2e4. Kearney GSLI \uae30\uc900 \uae00\ub85c\ubc8c 6\uc704, <\/span><b>\ub3d9\ub0a8\uc544\uc2dc\uc544 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc544\uc6c3\uc18c\uc2f1 2\uc704 \uad6d\uac00<\/b><span style=\"font-weight: 300;\">\uc785\ub2c8\ub2e4.<\/span><\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><a href=\"https:\/\/www.kearney.com\/service\/digital-analytics\/gsli\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 300;\">Kearney \uae00\ub85c\ubc8c \uc11c\ube44\uc2a4 \uc785\uc9c0 \uc9c0\uc218(GSLI)<\/span><\/a><span style=\"font-weight: 300;\">\uc5d0\uc11c \ubca0\ud2b8\ub0a8\uc740<\/span><b> \uc7ac\ubb34 \ube44\uc6a9, \uc778\ub825 \uc5ed\ub7c9, \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd<\/b><span style=\"font-weight: 300;\"> \uc138 \uac00\uc9c0 \uae30\uc900\uc744 \uc885\ud569\ud574 \uc138\uacc4 <\/span><b>6\ub300 IT \uc544\uc6c3\uc18c\uc2f1 \ubaa9\uc801\uc9c0<\/b><span style=\"font-weight: 300;\">\ub85c \uc120\uc815\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/span><a href=\"https:\/\/www.statista.com\/outlook\/tmo\/it-services\/it-outsourcing\/vietnam?srsltid=AfmBOorGkGKwleBxPomZNtIiJZAw8KlwHZE2b6tLXTnNZUNvnYKy9c5K\" rel=\"noopener\"><span style=\"font-weight: 300;\"> \ubca0\ud2b8\ub0a8\uc758 IT \uc544\uc6c3\uc18c\uc2f1<\/span><\/a><span style=\"font-weight: 300;\"> \ub9e4\ucd9c\uc740 2024\ub144 6\uc5b5 9,480\ub9cc \ub2ec\ub7ec\ub97c \uae30\ub85d\ud588\uc73c\uba70, Statista\uc5d0 \ub530\ub974\uba74 2029\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 12.23% \uc131\uc7a5\ud574 12\uc5b5 4,000\ub9cc \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \ud2b9\ud788 \uc790\uad6d \ub0b4 \uae30\uc220 \uc778\ub825 \ucc44\uc6a9\uc5d0 \uc5b4\ub824\uc6c0\uc744 \uacaa\uace0 \uc788\ub294 \uc720\ub7fd\u00b7\ubd81\ubbf8\u00b7\uc77c\ubcf8\u00b7\ud55c\uad6d \uae30\uc5c5\ub4e4\uc774 \uac1c\ubc1c \ud611\ub825 \ud30c\ud2b8\ub108\ub85c \ubca0\ud2b8\ub0a8\uc744 \uc801\uadf9 \uc120\ud0dd\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc81c\ud488 \ud601\uc2e0\uacfc \ucd9c\uc2dc \uc18d\ub3c4\ub97c \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc9c0\ud45c<\/b><\/span><\/td>\n<td><span style=\"font-family: 'times new roman', times, serif;\"><b>2024\u20132025 \uc218\uce58<\/b><\/span><\/td>\n<td><span style=\"font-family: 'times new roman', times, serif;\"><b>\ucd9c\ucc98<\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">\uc804\uccb4 IT \uc778\ub825<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">53\ub9cc \u2013 56\ub9cc \uba85<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">TopDev \/ \uc815\ubcf4\ud1b5\uc2e0\ubd80<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">\uc5f0\uac04 IT \uc878\uc5c5\uc0dd \uc218<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">5\ub9cc 5,000 \u2013 6\ub9cc \uba85<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">\uc815\ubcf4\ud1b5\uc2e0\ubd80 2024<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">IT \uc544\uc6c3\uc18c\uc2f1 \ub9e4\ucd9c (2024)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">6\uc5b5 9,480\ub9cc \ub2ec\ub7ec<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Statista 2024<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">\uae00\ub85c\ubc8c \uc544\uc6c3\uc18c\uc2f1 \uc21c\uc704<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">6\uc704 (Kearney GSLI)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Kearney 2024<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Python \ucc44\uc6a9 \uc218\uc694 \uc5b8\uc5b4 \uc21c\uc704<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">2\uc704 (Java \ub2e4\uc74c)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">VietnamWorks inTECH 2024<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">\uc5f0\uac04 IT \uc778\ub825 \ubd80\uc871 \uaddc\ubaa8<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">15\ub9cc \u2013 20\ub9cc \uba85<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\"> ITviec 2025<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>\ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \uc5ed\ub7c9 \uc218\uc900<\/b><\/span><\/h2>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-21727\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/AIvideoGenerator2.webp\" alt=\"\" width=\"1200\" height=\"630\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/AIvideoGenerator2.webp 1200w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/AIvideoGenerator2-1024x538.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2026\/01\/AIvideoGenerator2-768x403.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \ud0c1\uc6d4\ud55c STEM \uae30\ubc18\uacfc AI\/ML \uc2e4\ubb34 \uc5ed\ub7c9\uc744 \uac16\ucd94\uace0 \uc788\uc73c\uba70, \uad6d\uc81c \ud504\ub85c\uc81d\ud2b8 \uacbd\ud5d8\ub3c4 \ube60\ub974\uac8c \ucd95\uc801\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc, AI \uc2ec\ud654 \uc804\ubb38\uc131\uc758 \uaca9\ucc28\ub294 \ud604\uc2e4\uc801\uc73c\ub85c \uc778\uc9c0\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\ubca0\ud2b8\ub0a8 \uc5d4\uc9c0\ub2c8\uc5b4\uc758 STEM \uae30\ucd08 \uc5ed\ub7c9<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8\uc740 \uc18c\ub4dd \uc218\uc900\uc5d0 \ube44\ud574 \uc555\ub3c4\uc801\uc73c\ub85c \ub192\uc740 STEM \uad50\uc721 \uc131\uacfc\ub97c \uae30\ub85d\ud558\uba70 \uc774\ub294 Python \uc5d4\uc9c0\ub2c8\uc5b4 \uc9d1\ub2e8\uc758 \ud0c4\ud0c4\ud55c \uae30\uc220\uc801 \uc0ac\uace0\ub825 \uae30\ubc18\uc744 \ub4b7\ubc1b\uce68\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">2023\ub144 12\uc6d4 \ubc1c\ud45c\ub41c PISA 2022 \ub370\uc774\ud130\uc5d0 \ub530\ub974\uba74, \ubca0\ud2b8\ub0a8\uc740 \ucc38\uc5ec\uad6d \uc911 \ucd5c\uc800 \uc18c\ub4dd \uad6d\uac00 \uc911 \ud558\ub098\uc784\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc218\ud559\u00b7\uacfc\ud559 \ud3c9\uac00\uc5d0\uc11c \ubaa8\ub4e0 \uac1c\ubc1c\ub3c4\uc0c1\uad6d, \uadf8\ub9ac\uace0 \ub9ce\uc740 \uc120\uc9c4\uad6d\uc744 \ub2a5\uac00\ud588\uc2b5\ub2c8\ub2e4. \ubca0\ud2b8\ub0a8 \uad50\uc721 \uc2dc\uc2a4\ud15c\uc740 \uc911\ub4f1 \uacfc\uc815\ubd80\ud130 \uc218\ud559\u00b7\uacfc\ud559 \ud2b9\ubaa9 \ud559\uad50\ub97c \uc804\uad6d\uc801\uc73c\ub85c \uc6b4\uc601\ud558\uba70 STEM\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \uc6b0\uc120\uc2dc\ud569\ub2c8\ub2e4. \ud558\ub178\uc774 \uacf5\uacfc\ub300\ud559\uad50, \ud638\ucc0c\ubbfc\uc2dc \uacf5\uacfc\ub300\ud559\uad50, \ubca0\ud2b8\ub0a8 \uad6d\ub9bd\ub300\ud559\uad50 \ub4f1\uc744 \ud3ec\ud568\ud55c <\/span><b>150\uac1c \uc774\uc0c1\uc758 ICT \uad50\uc721\uae30\uad00<\/b><span style=\"font-weight: 300;\">\uc774 \ud0c4\ud0c4\ud55c \uc774\ub860\uacfc \ud568\uaed8 AI \uc2e0\uae30\uc220\uc744 \ube60\ub974\uac8c \uc2b5\ub4dd\ud558\ub294 \uc5d4\uc9c0\ub2c8\uc5b4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubc30\ucd9c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>AI\u00b7\ub370\uc774\ud130 \uc0ac\uc774\uc5b8\uc2a4\u00b7\uba38\uc2e0\ub7ec\ub2dd \ubd84\uc57c\uc758 Python \ud65c\uc6a9 \uc218\uc900<\/b><\/span><\/h3>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">ITviec\uc758 \u300c\ubca0\ud2b8\ub0a8 IT \uae09\uc5ec\u00b7\ucc44\uc6a9 \uc2dc\uc7a5 \ubcf4\uace0\uc11c 2024\u20132025\u300d\uc5d0 \ub530\ub974\uba74, AI\/\ube14\ub85d\uccb4\uc778 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc9c1\uad70 \uc911 \ud558\ub098\ub85c, <\/span><b>\uacbd\ub825 4\ub144 \uae30\uc900 \uc6d4 \ud3c9\uade0 \uae09\uc5ec\ub294 3,775\ub9cc<\/b><span style=\"font-weight: 300;\"> \ub3d9\uc785\ub2c8\ub2e4. \ub354 \uc8fc\ubaa9\ud560 \uc810\uc740 \uc870\uc0ac \ub300\uc0c1 IT \uc804\ubb38\uac00\uc758 43.7%\uac00 \ud604\uc7ac AI\ub97c \uc801\uadf9 \ud559\uc2b5 \uc911\uc774\uba70, 38%\uac00 \uac00\uae4c\uc6b4 \ubbf8\ub798\uc5d0 AI \uad50\uc721 \uc218\uac15\uc744 \uacc4\ud68d\ud558\uace0 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc785\ub2c8\ub2e4.\u00a0<\/span><\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">Python\uc740 \uc774 \ubaa8\ub4e0 \ud750\ub984\uc758 \uc911\uc2ec\uc785\ub2c8\ub2e4. TensorFlow, PyTorch, scikit-learn\ubd80\ud130 LangChain\uacfc LLM \ud504\ub808\uc784\uc6cc\ud06c\uae4c\uc9c0 \uc804\ubc18\uc801\uc778 AI \uc0dd\ud0dc\uacc4\uc758 \ud575\uc2ec \uc5b8\uc5b4\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubca0\ud2b8\ub0a8 AI \uc2dc\uc7a5\uc740 2033\ub144 28\uc5b5 1,000\ub9cc \ub2ec\ub7ec(2025\ub144 \uae30\uc900 CAGR 14.96%)\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\uc5b4, \uc5d4\uc9c0\ub2c8\uc5b4\ub4e4\uc774 Python\/AI \uc5ed\ub7c9 \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uc9c0\uc18d\ud574\uc57c \ud558\ub294 \uc2dc\uc7a5 \uc555\ub825\uc774 \uacc4\uc18d \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uad6d\uc81c \ud504\ub85c\uc81d\ud2b8 \ubc0f \ud55c\uad6d \ud30c\ud2b8\ub108\uc640\uc758 \ud611\uc5c5 \uacbd\ud5d8<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8\uc740 \uc0bc\uc131\u00b7LG \ub4f1 \uc8fc\uc694 \ud55c\uad6d \ub300\uae30\uc5c5\uc758 \uc804\ub7b5\uc801 R&amp;D \uac70\uc810\uc785\ub2c8\ub2e4. \uc774\ub294 \ubca0\ud2b8\ub0a8 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uad6d\uc81c \uc218\uc900 \uc5c5\ubb34 \ud658\uacbd\uc5d0 \ud1b5\ud569\ub420 \uc218 \uc788\uc74c\uc744 \uc2e4\uc99d\ud558\ub294 \uac00\uc7a5 \uac15\ub825\ud55c \uc99d\uac70\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">BusinessKorea(2025.12)\uc5d0 \ub530\ub974\uba74, \uc0bc\uc131\uc804\uc790\ub294 2022\ub144 12\uc6d4 \ud558\ub178\uc774 \uc778\uadfc\uc5d0 R&amp;D \uc13c\ud130\ub97c \uc644\uacf5\ud588\uc73c\uba70, \uc5f0\uad6c \uc778\ub825 2,000\uba85 \uc911 99%\uac00 \ud558\ub178\uc774 \uacf5\uacfc\ub300\ud559\uad50\u00b7\ud638\ucc0c\ubbfc\uc2dc \uacf5\uacfc\ub300\ud559\uad50 \ucd9c\uc2e0 \ubca0\ud2b8\ub0a8 \ub85c\uceec \uc778\uc7ac\uc785\ub2c8\ub2e4. \uc774\uc7ac\uc6a9 \ud68c\uc7a5\uc774 \uc644\uacf5\uc2dd\uc5d0 \uc9c1\uc811 \ubc29\ubb38\ud560 \ub9cc\ud07c \uc0bc\uc131\uc758 \uae00\ub85c\ubc8c \uc804\ub7b5\uc5d0\uc11c \ud575\uc2ec\uc801\uc778 \uc704\uce58\ub97c \ucc28\uc9c0\ud569\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">LG\uc804\uc790 \uc5ed\uc2dc 2016\ub144 \ud558\ub178\uc774\uc5d0 \uc124\ub9bd\ud55c R&amp;D \uc13c\ud130\ub97c 2023\ub144 \ub3c5\ub9bd \ubc95\uc778\uc73c\ub85c \uaca9\uc0c1\uc2dc\ucf30\uc73c\uba70, \uc5f0\uad6c \uc778\ub825\uc774 1,000\uba85\uc744 \ub118\uc5c8\uc2b5\ub2c8\ub2e4. \uac00\uc804\uacfc \uc790\ub3d9\ucc28 \ubd80\ud488 \uc591 \ubd84\uc57c\uc758 \uac1c\ubc1c\uc744 \ubaa8\ub450 \uc218\ud589\ud569\ub2c8\ub2e4. \uc2e0\ud55cDS(\uc2e0\ud55c\uae08\uc735\uadf8\ub8f9)\u00b7\ud3ec\uc2a4\ucf54DX(\ud3ec\uc2a4\ucf54\uadf8\ub8f9) \uc5ed\uc2dc \ubca0\ud2b8\ub0a8\uc5d0 IT \uc870\uc9c1\uc744 \uad6c\ucd95\ud588\uc2b5\ub2c8\ub2e4. \ud55c\uad6d \uae30\uc5c5\uacfc \ubca0\ud2b8\ub0a8 \uac1c\ubc1c\uc790\ub97c \ub9e4\uce6d\u00b7\uac80\uc99d\ud558\ub294 TalentGetGo \uce21\uc740 &#8220;\ud32c\ub370\ubbf9 \uc774\ud6c4 \ub9ce\uc740 \ubca0\ud2b8\ub0a8 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uae00\ub85c\ubc8c \uae30\uc5c5\uacfc \uc9c1\uc811 \ud611\uc5c5\ud55c \uacbd\ud5d8\uc744 \uc313\uc558\uc73c\uba70, \uadf8 \uc774\ud6c4 \uadfc\uba74\ud55c \uc5c5\ubb34 \ubb38\ud654\uc640 \ub0ae\uc740 \uc778\uac74\ube44\uc758 \uc870\ud569\uc774 \ud55c\uad6d \uae30\uc5c5\ub4e4\uc758 \ubca0\ud2b8\ub0a8 \uac1c\ubc1c \uc870\uc9c1 \uad6c\ucd95\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc788\ub2e4&#8221;\uace0 \ubd84\uc11d\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>\ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4 \ucc44\uc6a9 \ube44\uc6a9 &#8211; \uc2e4\uc81c \ub370\uc774\ud130 \ube44\uad50<\/b><\/span><\/h2>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-20840\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/Legacy-Application-Modernization-Services-5.jpg\" alt=\"\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/Legacy-Application-Modernization-Services-5.jpg 1366w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/Legacy-Application-Modernization-Services-5-1024x576.jpg 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/Legacy-Application-Modernization-Services-5-768x432.jpg 768w\" sizes=\"(max-width: 1366px) 100vw, 1366px\" \/><\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 Python\/AI \uc778\ub825\uc758 \ube44\uc6a9\uc740 \uc9c1\ubb34\uc640 \ubaa8\ub378\uc5d0 \ub530\ub77c \ud55c\uad6d \ub300\ube44 ~40\u00a0 \uc808\uac10\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4. \ub2e8, 4\ub300\ubcf4\ud5d8\u00b7\uacc4\uc57d \ubaa8\ub378\u00b7\uc784\uae08 \uc778\uc0c1 \ucd94\uc774\ub97c \ud3ec\ud568\ud55c \ucd1d\ube44\uc6a9\uc73c\ub85c \uc0b0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uacbd\ud5d8 \uc218\uc900\ubcc4 Python \uac1c\ubc1c\uc790 \uae09\uc5ec \ud604\ud669 (\uc8fc\ub2c8\uc5b4 \u2192 \uc2dc\ub2c8\uc5b4)<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \uae09\uc5ec\ub294 \uacbd\ub825 \ubc0f AI \uc804\ubb38\uc131\uc5d0 \ub530\ub77c \ub69c\ub837\uc774 \uc0c1\uc2b9\ud558\uc9c0\ub9cc, \ubaa8\ub4e0 \uacbd\ub825 \uad6c\uac04\uc5d0\uc11c \ud55c\uad6d \uc2dc\uc7a5 \ub300\ube44 \ub0ae\uc740 \ud3b8\uc785\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">ITviec\uc758 \u300c\ubca0\ud2b8\ub0a8 IT \uae09\uc5ec\u00b7\ucc44\uc6a9 \uc2dc\uc7a5 \ubcf4\uace0\uc11c 2025\u20132026\u300d(IT \uc804\ubb38\uac00\u00b7HR\u00b7CxO 1,839\uba85 \uc751\ub2f5)\uc5d0 \ub530\ub974\uba74, \ubca0\ud2b8\ub0a8 IT \ud3c9\uade0 \uae09\uc5ec\ub294 <\/span><b>\uc804\ub144 \ub300\ube44 27.9% \uc0c1\uc2b9\ud574 \uc6d4 4,370\ub9cc \ub3d9<\/b><span style=\"font-weight: 300;\">\uc744 \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \ud575\uc2ec \uae30\uc220 \uc9c1\ubb34\uc758 \uacbd\uc6b0, Back-end Developer(Python \uc8fc\uc694 \uc2a4\ud0dd \ud3ec\ud568)\ub294 \uc2e0\uc785 \uae30\uc900 \uc6d4 1,240\ub9cc \ub3d9\uc5d0\uc11c \uc2dc\ub2c8\uc5b4 \uc218\uc900\uc5d0\uc11c 5,490\ub9cc \ub3d9\uae4c\uc9c0 \uc131\uc7a5\ud569\ub2c8\ub2e4. AI\/\ube14\ub85d\uccb4\uc778 \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \uacbd\ub825 4\ub144 \uae30\uc900 \uc911\uc559\uac12\uc740 \uc6d4 3,775\ub9cc \ub3d9\uc774\uba70, \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4(\uacbd\ub825 3~4\ub144)\ub294 5,690\ub9cc \ub3d9\uc5d0 \ub2ec\ud569\ub2c8\ub2e4.<\/span><\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><span style=\"font-family: 'times new roman', times, serif;\"><b>\ub4f1\uae09\/ \uacbd\ub825<\/b><\/span><\/td>\n<td><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc6d4\uae09 \ub3d9\/\uc6d4<\/b><\/span><\/td>\n<td><span style=\"font-family: 'times new roman', times, serif;\"><b>\u00a0USD<\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Junior Python Dev (0\u20132 \ub144)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">12\u201318M VND<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">~$480\u2013$720<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Mid-level Python Dev (2\u20135\ub144)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">22\u201338M VND<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">~$880\u2013$1.520<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Senior Python Dev (5+ \ub144)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">40\u201360M VND<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">~$1.600\u2013$2.400<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">AI\/ML Engineer (3\u20135 \ub144)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">37\u201355M VND<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">~$1.480\u2013$2.200<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Data Engineer (3\u20134 \ub144)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">45\u201357M VND<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">~$1.800\u2013$2.280<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">Tech Lead \/ Principal (6+ \ub144)<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">55\u201380M VND<\/span><\/td>\n<td><span style=\"font-weight: 400; font-family: 'times new roman', times, serif;\">~$2.200\u2013$3.200<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc544\uc6c3\uc18c\uc2f1, \uc804\ub2f4\ud300, \uc778\ub825 \uc99d\uc6d0 \ubaa8\ub378\ubcc4 \uc2e4\uc81c \ube44\uc6a9<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc2e4\uc81c \uc544\uc6c3\uc18c\uc2f1 \ube44\uc6a9\uc740 \uae30\ubcf8 \uae09\uc5ec\ubcf4\ub2e4 \ub192\uc2b5\ub2c8\ub2e4. \uc5d0\uc774\uc804\uc2dc \ub9c8\uc9c4\uc774 40~60% \ucd94\uac00\ub418\uc9c0\ub9cc, \ud55c\uad6d \ub0b4 \uc9c1\uc811 \uace0\uc6a9 \ub300\ube44 \ucd1d\ube44\uc6a9 \uae30\uc900\uc73c\ub85c \uc5ec\uc804\ud788 \uacbd\uc7c1\ub825 \uc788\ub294 \uc218\uc900\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">Second Talent(2026)\uc740 \uc628\ub77c\uc778\uc5d0 \ub5a0\ub3c4\ub294 \ubca0\ud2b8\ub0a8 \uc544\uc6c3\uc18c\uc2f1 \ube44\uc6a9 \uac00\uc774\ub4dc \ub300\ubd80\ubd84\uc774 \uc5d0\uc774\uc804\uc2dc \ub9c8\uc9c4 40~60%\ub97c \ubc18\uc601\ud558\uc9c0 \uc54a\uc544 \ubd80\uc815\ud655\ud558\ub2e4\uace0 \uc9c0\uc801\ud569\ub2c8\ub2e4. \uc804\ub2f4\ud300(Dedicated Team) \ub610\ub294 \uc778\ub825 \uc99d\uc6d0(Staff Augmentation) \ubaa8\ub378 \uae30\uc900, <\/span><b>\uc2e4\uc81c \ubc1c\uc0dd \ube44\uc6a9\uc740 \uacbd\ub825\u00b7\uae30\uc220 \uc2a4\ud0dd\uc5d0 \ub530\ub77c<\/b> <b>\uc2dc\uac04\ub2f9 $25~$55 \uc218\uc900\uc785\ub2c8\ub2e4.<\/b><span style=\"font-weight: 300;\"> \uc7a5\uae30\uc801 \ud1b5\uc81c\uad8c\uc744 \uc6d0\ud558\ub294 \ud55c\uad6d \uae30\uc5c5\uc5d0\uac8c \uc801\ud569\ud55c Build-Operate-Transfer(BOT) \ubaa8\ub378\uc740 \ucd08\uae30 \ud22c\uc790\uac00 \ub192\uc9c0\ub9cc, 18~24\uac1c\uc6d4 \uc774\ud6c4 \uc6b4\uc601\ube44\ub97c \ub300\ud3ed \uc808\uac10\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc0ac\ud68c\ubcf4\ud5d8\u00b7\uc138\uae08\u00b713\ubc88\uc9f8 \uc6d4\uae09 \ub4f1 \uc228\uaca8\uc9c4 \ube44\uc6a9 \ud56d\ubaa9<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">C\ub808\ubca8\uc740 \ucd1d\uace0\uc6a9\ube44\uc6a9( Total Cost of Employment)\uc73c\ub85c \ud310\ub2e8\ud574\uc57c \ud569\ub2c8\ub2e4. \ubca0\ud2b8\ub0a8\uc5d0\uc11c\ub294 \uae30\ubcf8\uae09 \uc678 \ucd94\uac00 \ube44\uc6a9\uc774 20~30% \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8\uc5d0\uc11c \uc9c1\uc811 \ucc44\uc6a9 \uc2dc \uc0ac\uc6a9\uc790 \uce21\uc774 \ubd80\ub2f4\ud558\ub294 \uc8fc\uc694 \ud56d\ubaa9\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \uc0ac\ud68c\ubcf4\ud5d8(BHXH) \uc0ac\uc6a9\uc790 \ubd80\ub2f4 \uc57d 17.5%, \uac74\uac15\ubcf4\ud5d8 3%, \uc2e4\uc5c5\ubcf4\ud5d8 1%, \uc124 \uc804 13\ubc88\uc9f8 \uc6d4\uae09(T\u1ebft \ubcf4\ub108\uc2a4), \uadf8\ub9ac\uace0 IT \uc5c5\uacc4 \uad00\ud589\uc0c1 \uc5f0 1~2\uac1c\uc6d4\uce58 \uc131\uacfc \uc778\uc13c\ud2f0\ube0c\uac00 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c 2026\ub144 1\uc6d4 1\uc77c\ubd80\ud130 \uc2dc\ud589\ub41c \uc2dc\ud589\ub839 293\/2025\/N\u0110-CP\uc5d0 \ub530\ub77c \uc9c0\uc5ed\ubcc4 \ucd5c\uc800\uc784\uae08\uc774 \ud3c9\uade0 7.2% \uc778\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud574\uc678 \uae30\uc5c5\uc774 \ud604\uc9c0 \ubc95\uc801 \ub9ac\uc2a4\ud06c\uc640 \ub178\ub3d9 \uaddc\uc815 \uc900\uc218 \ubd80\ub2f4\uc744 \ud53c\ud558\ub824\uba74 EOR(Employer of Record) \uc11c\ube44\uc2a4 \ud65c\uc6a9\uc744 \uac80\ud1a0\ud560 \uc218 \uc788\uc73c\uba70, \ud1b5\uc0c1 \uc778\ub2f9 \uc6d4 $200~$400\uc758 \uc218\uc218\ub8cc\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>\ubca0\ud2b8\ub0a8 \uc815\ubd80\uc758 AI Python \uc778\ub825 \uac1c\ubc1c \uc815\ucc45<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 \uc815\ubd80\ub294 2024~2025\ub144 3\uac1c\uc758 \uc8fc\uc694 \ubc95\uc81c\ub97c \ud1b5\ud574 AI \uc778\ub825 \uc0dd\ud0dc\uacc4 \uc870\uc131 \uc758\uc9c0\ub97c \uc81c\ub3c4\uc801\uc73c\ub85c \ubc95\uc81c\ud654\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uacb0\uc758\uc548 57-NQ\/TW\uc640 2030\ub144\uae4c\uc9c0\uc758 AI \uad6d\uac00\uc804\ub7b5<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uacb0\uc758\uc548 57\uc740 AI\uc640 \ub514\uc9c0\ud138 \uc804\ud658\uc744 \uad6d\uac00 \uc804\ub7b5 \ucd5c\uc6b0\uc120 \uacfc\uc81c\ub85c \uc120\uc5b8\ud55c \uc815\uce58\uad6d \ucd5c\uace0 \uc218\uc900\uc758 \ubb38\uc11c\uc785\ub2c8\ub2e4. \uc774\uac83\uc740 \uc5c5\uacc4 \uc815\ucc45\uc774 \uc544\ub2c8\ub77c \uad6d\uac00 \uc758\uc9c0\uc758 \ud45c\uba85\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">2024\ub144 12\uc6d4 22\uc77c, \ubca0\ud2b8\ub0a8 \uacf5\uc0b0\ub2f9 \uc815\uce58\uad6d\uc740 \u300c\uacfc\ud559\uae30\uc220 \ubc1c\uc804\u00b7\ud601\uc2e0\u00b7\uad6d\uac00 \ub514\uc9c0\ud138 \uc804\ud658 \ub3cc\ud30c\uad6c\uc5d0 \uad00\ud55c \uacb0\uc758\uc548 57-NQ\/TW\u300d\ub97c \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ub514\uc9c0\ud138 \uae30\uc220\uacfc AI\ub97c \ud575\uc2ec \uc8fc\uc81c\ub85c \ub2e4\ub8ec \uc815\uce58\uad6d \ucd5c\ucd08\uc758 \uacb0\uc758\uc548\uc785\ub2c8\ub2e4. 2045\ub144 \ubaa9\ud45c\ub294 \uad6d\uc81c \ud601\uc2e0 \uc9c0\uc218 30\uc704\uad8c \uc9c4\uc785, \ub514\uc9c0\ud138 \uacbd\uc81c GDP \uae30\uc5ec 50%\uc774\uba70, 2030\ub144 \ubaa9\ud45c\ub294 \ub514\uc9c0\ud138 \uacbd\uc7c1\ub825\u00b7AI R&amp;D \ub3d9\ub0a8\uc544 3\uc704\uad8c, 5G \uc778\uad6c \ucee4\ubc84\ub9ac\uc9c0 99%\uc785\ub2c8\ub2e4. \uc2e4\ud589 \uccb4\uacc4\ub294 \uc720\uc5f0\ud55c \uac70\ubc84\ub10c\uc2a4, \ud1b5\ud569 \uc778\ud504\ub77c, AI \uace0\uae09 \uc778\ub825 \uc721\uc131, \uc9c0\uc801\uc7ac\uc0b0\uad8c \uac15\ud654\uc758 4\uac1c \ucd95\uc73c\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc815\ubd80 \ud589\ub3d9 \ud504\ub85c\uadf8\ub7a8(\uacb0\uc758\uc548 03\/NQ-CP, 2025.1.9)\uc774 \ubd80\ucc98\ubcc4 \uad6c\uccb4 \ucc45\uc784\uc744 \ubd84\ub2f4\ud558\uc5ec \uc2dc\ud589\uc5d0 \ub4e4\uc5b4\uac14\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>AI \uc804\ubb38\uac00 7,000\uba85 \uad6d\uc81c \uc218\uc900 \uc721\uc131 \ubaa9\ud45c<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud575\uc2ec \ub17c\uc9c0\uff1a \uc815\ubd80\ub294 AI \uc778\ub825\uc5d0 \ub300\ud574 \uba85\ud655\ud55c \uc218\uce58 \ubaa9\ud45c\ub97c \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. 7,000\uba85\uc758 \uad6d\uc81c \uc218\uc900 AI \uc804\ubb38\uac00\uc640 5,000\uba85\uc758 AI \uc2ec\ud654 \uc5d4\uc9c0\ub2c8\uc5b4 \uc591\uc131\uc774 \uadf8\uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">InCorp Vietnam(2025)\uc5d0 \ub530\ub974\uba74, \ubca0\ud2b8\ub0a8 \uc815\ubd80\ub294 \uad6d\uc81c \uc218\uc900 AI \uc804\ubb38\uac00 <\/span><b>7,000\uba85 \uc721\uc131 \ubc0f \ubc18\ub3c4\uccb4\u00b7\ucca8\ub2e8 \uae30\uc220 \ubd84\uc57c AI \uc2ec\ud654 \uc5d4\uc9c0\ub2c8\uc5b4 5,000\uba85 \uc774\uc0c1 \ubc30\ucd9c<\/b><span style=\"font-weight: 300;\">\uc744 \uacf5\uc57d\ud588\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \uc2e4\ud589 \uc218\ub2e8\uc740 \uae30\ud68d\ud22c\uc790\ubd80 \uc0b0\ud558 \uad6d\uac00 AI \uad50\uc721\u00b7\uc5f0\uad6c\u00b7\uc751\uc6a9 \uc13c\ud130 \uc124\ub9bd, \uc7a5\ud559\uae08\u00b7\uc6b0\ub300 \ub300\ucd9c\u00b7\uae30\uc5c5 \uc7ac\uad50\uc721 \ud504\ub85c\uadf8\ub7a8, \uc628\ub77c\uc778 \ud559\uc2b5 \ud50c\ub7ab\ud3fc \ud655\ub300 \ub4f1\uc785\ub2c8\ub2e4. 2025~2026\ud559\ub144\ub3c4\ubd80\ud130 \ud638\ucc0c\ubbfc\uc2dc 170\uac1c \uc774\uc0c1 \uc6b0\uc218 \ud559\uad50\uc5d0\uc11c AI \uad50\uc721\uc774 \uc2dc\ubc94 \uc6b4\uc601\ub418\uace0 \uc788\uc73c\uba70, \ud558\ub178\uc774 \uacf5\uacfc\ub300\ud559\uad50\u00b7\ud638\ucc0c\ubbfc\uc2dc \uacf5\uacfc\ub300\ud559\uad50\u00b7\ubca0\ud2b8\ub0a8 \uad6d\ub9bd\ub300\ud559\uad50 \ub4f1 \uc8fc\uc694 \ub300\ud559\uc740 AI\u00b7\ub370\uc774\ud130 \uc0ac\uc774\uc5b8\uc2a4\u00b7\uba38\uc2e0\ub7ec\ub2dd \uc2ec\ud654 \uacfc\uc815\uc744 \uc815\uaddc \uad50\uc721\uacfc\uc815\uc5d0 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5\ubc95 2025 &#8211; \uc138\uc81c \ud61c\ud0dd \ubc0f \ud22c\uc790 \uc778\uc13c\ud2f0\ube0c<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">2025\ub144 6\uc6d4 \uacf5\ud3ec\ub41c \ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5\ubc95\uc740 \uc804 \uc138\uacc4 \ucd5c\ucd08\ub85c \ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5\uc744 \uc704\ud55c \ub2e8\ub3c5 \ubc95\ub960\ub85c, \ubca0\ud2b8\ub0a8\uc5d0 AI \uc778\ub825\u00b7R&amp;D \ud22c\uc790\ub97c \uace0\ub824\ud558\ub294 \ud55c\uad6d \uae30\uc5c5\uc5d0 \uc9c1\uc811\uc801\uc778 \uc7ac\uc815 \ud61c\ud0dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">2025\ub144 6\uc6d4 14\uc77c, \ubca0\ud2b8\ub0a8 \uad6d\ud68c\ub294 \ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5\ubc95(\ubc95\ub960 \uc81c71\/2025\/QH15\ud638)\uc744 \ud1b5\uacfc\uc2dc\ucf30\uc73c\uba70, 2026\ub144 1\uc6d4 1\uc77c \ubc1c\ud6a8\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub85c\uc368 \ubca0\ud2b8\ub0a8\uc740 \ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5 \uc804\uc6a9 \ub3c5\ub9bd \ubc95\ub960\uc744 \uc81c\uc815\ud55c \uc138\uacc4 \ucd5c\ucd08\uc758 \uad6d\uac00\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc8fc\uc694 \uc138\uc81c \ud61c\ud0dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. \ud22c\uc790 \uaddc\ubaa8 6\uc870 \ub3d9 \uc774\uc0c1 \ud504\ub85c\uc81d\ud2b8\uc5d0\ub294 37\ub144\uac04 \ubc95\uc778\uc138\uc728 5% \uc801\uc6a9, 6\ub144 \uba74\uc138 \ud6c4 13\ub144\uac04 50% \uac10\uba74\uc774 \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4. R&amp;D \ud65c\ub3d9\uc5d0\ub294 \ucd5c\uace0 \uc218\uc900\uc758 \uc778\uc13c\ud2f0\ube0c\ub85c \ubc95\uc778\uc138 \uc804\uc561 \uba74\uc81c \ubc0f \ucca8\ub2e8 \uc5f0\uad6c \uc2dc\uc124 \uc124\ub9bd \uc9c0\uc6d0\uc774 \uc81c\uacf5\ub429\ub2c8\ub2e4. \uae30\uc220 \uc7a5\ube44 \uc218\ucd9c\uc785 \ud1b5\uad00 \ucd09\uc9c4\uc744 \uc704\ud55c &#8216;\uadf8\ub9b0 \ucc44\ub110&#8217; \uc81c\ub3c4\ub3c4 \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uacf5\uacf5\uc870\ub2ec\uc5d0\uc11c \ubca0\ud2b8\ub0a8\uc0b0 \ub514\uc9c0\ud138 \uc81c\ud488\u00b7\uc11c\ube44\uc2a4\ub97c \uc6b0\uc120\ud558\uc5ec \uad6d\ub0b4 \ud601\uc2e0\uc744 \uc7a5\ub824\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><strong>\uad6d\uac00 \ud601\uc2e0 \uc13c\ud130(NIC)\u00b7\uae30\uc220 \uc0cc\ub4dc\ubc15\uc2a4\u00b7\uc778\ud504\ub77c \ud22c\uc790 \uc0dd\ud0dc\uacc4<\/strong><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc815\ucc45 \ubb38\uc11c\ub97c \ub118\uc5b4\uc11c \ubca0\ud2b8\ub0a8\uc740 AI \ud300 \uc2e4\uc81c \uc6b4\uc601\uc744 \uc704\ud55c \ubb3c\ub9ac\uc801 \uc778\ud504\ub77c\uc640 \uc0dd\ud0dc\uacc4\ub97c \uad6c\uccb4\uc801\uc73c\ub85c \uad6c\ucd95\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uad6d\uac00\ud601\uc2e0\uc13c\ud130(NIC)\ub294 \uacfc\ud559\uc790\uc640 IT \uae30\uc5c5\uc744 \uc5f0\uacb0\ud558\ub294 \ud1b5\ud569 \ud601\uc2e0 \uc0dd\ud0dc\uacc4 \uad6c\ucd95\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2024\ub144 \ubca0\ud2b8\ub0a8 AI \ub3c4\uc785 \uae30\uc5c5\uc740 4\ub9cc 7,000\uac1c \uc2e0\uaddc \ucd94\uac00\ub418\uc5b4 \ub204\uacc4 \uc57d 17\ub9cc \uac1c(\uc804\uccb4 \uae30\uc5c5\uc758 \uc57d 18%), \uc804\ub144 \ub300\ube44 39% \uc99d\uac00\ud588\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">Oxford \uc778\uc0ac\uc774\ud2b8\uc758 \u300c2024 \uae00\ub85c\ubc8c AI \uc900\ube44\uc9c0\uc218\u300d\uc5d0\uc11c \ubca0\ud2b8\ub0a8\uc740 193\uac1c\uad6d \uc911 59\uc704\ub97c \uae30\ub85d, \ub3d9\ub0a8\uc544 5\uc704\uad8c\uc5d0 \ub4e4\uba70 3\ub144 \uc5f0\uc18d \uae00\ub85c\ubc8c \ud3c9\uade0\uc744 \uc0c1\ud68c\ud588\uc2b5\ub2c8\ub2e4. \uc138\uacc4 AI \uc9c0\uc218(WIN) 2025\uc5d0\uc11c\ub294 40\uac1c\uad6d \uc911 6\uc704(59.2\uc810), AI \uc2e0\ub8b0 \ubd84\uc57c \uc138\uacc4 3\uc704\ub97c \ub2ec\uc131\ud588\uc2b5\ub2c8\ub2e4. NVIDIA\u00b7Google\u00b7\uc54c\ub9ac\ubc14\ubc14\u00b7\ud004\ucef4\uc774 \ubaa8\ub450 \ubca0\ud2b8\ub0a8\uc5d0 \uac70\uc810\uc744 \ud655\ub300 \uc911\uc774\uba70, \uc774\ub294 Python\/AI \uc5d4\uc9c0\ub2c8\uc5b4 \uc218\uc694\ub97c \ud55c\uce35 \ub04c\uc5b4\uc62c\ub9ac\uace0 \uc2dc\uc7a5 \ud45c\uc900\uc744 \ub192\uc774\ub294 \ud6a8\uacfc\ub97c \ub0b3\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>Python \uc5d4\uc9c0\ub2c8\uc5b4 \uc720\uce58\u00b7\uc720\uc9c0\ub97c \uc704\ud55c \uae30\uc5c5\uc758 \uc804\ub7b5<\/b><\/span><\/h2>\n<figure id=\"attachment_20470\" aria-describedby=\"caption-attachment-20470\" style=\"width: 1280px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-20470\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/10\/\ubca0\ud2b8\ub0a8-IT-\uc544\uc6c3\uc18c\uc2f1-\ud30c\ud2b8\ub108-\uc120\uc815-\uc804\ub7b5-4.webp\" alt=\"\ubca0\ud2b8\ub0a8-IT-\uc544\uc6c3\uc18c\uc2f1-\ud30c\ud2b8\ub108-\uc120\uc815-\uc804\ub7b5\" width=\"1280\" height=\"720\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/10\/\ubca0\ud2b8\ub0a8-IT-\uc544\uc6c3\uc18c\uc2f1-\ud30c\ud2b8\ub108-\uc120\uc815-\uc804\ub7b5-4.webp 1280w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/10\/\ubca0\ud2b8\ub0a8-IT-\uc544\uc6c3\uc18c\uc2f1-\ud30c\ud2b8\ub108-\uc120\uc815-\uc804\ub7b5-4-1024x576.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/10\/\ubca0\ud2b8\ub0a8-IT-\uc544\uc6c3\uc18c\uc2f1-\ud30c\ud2b8\ub108-\uc120\uc815-\uc804\ub7b5-4-768x432.webp 768w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><figcaption id=\"caption-attachment-20470\" class=\"wp-caption-text\"><\/span> <span style=\"font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 IT \uc544\uc6c3\uc18c\uc2f1 \ud30c\ud2b8\ub108 \uc120\uc815 \uae30\uc900<\/span><\/figcaption><\/figure>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8\uc5d0\uc11c Python\/AI \uc5d4\uc9c0\ub2c8\uc5b4\ub97c \uc720\uc9c0\ud558\ub824\uba74 \uacbd\uc7c1\ub825 \uc788\ub294 \uae09\uc5ec \uc774\uc0c1\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uba85\ud655\ud55c \uae30\uc220 \uacbd\ub825 \uacbd\ub85c, \ud559\uc2b5 \uae30\ud68c, \uc801\ud569\ud55c \uae30\uc5c5 \ubb38\ud654\uac00 \ubcf5\ud569\uc801\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc8fc\uc694 IT \uae30\uc5c5\uc758 Python \uc5d4\uc9c0\ub2c8\uc5b4 \ub0b4\ubd80 \uad50\uc721 \ud2b8\ub80c\ub4dc<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 \uc120\ub3c4 IT \uae30\uc5c5\ub4e4\uc740 \uc2dc\uc7a5\uc5d0\ub9cc \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub0b4\ubd80\uc801\uc73c\ub85c Python\/AI \uc778\uc7ac\ub97c \uc9c1\uc811 \uc721\uc131\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \uc804\ub7b5\uc744 \uc804\ud658\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">ITviec 2025\u20132026 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 \ucc44\uc6a9 \uc218\uc694\ub294 \ud2b9\ud788 AI\u00b7\ub370\uc774\ud130 \uc9c1\uad70\uc744 \uc911\uc2ec\uc73c\ub85c \ud68c\ubcf5\uc138\uc785\ub2c8\ub2e4. FPT\u00b7VNG\u00b7\ube44\uc5e3\ud154 \ub4f1 \uc8fc\uc694 \uae30\uc5c5\uacfc \ub300\ud615 \uc544\uc6c3\uc18c\uc2f1 \uc0ac\ub294 3~6\uac1c\uc6d4 \uacfc\uc815\uc758 \ub0b4\ubd80 \ubd80\ud2b8\ucea0\ud504, \ud559\ub0b4 \uc7a5\ud559 \ud611\uc57d \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 Python\/AI \ub0b4\ubd80 \uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uc744 \uc6b4\uc601\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc0bc\uc131 \ubca0\ud2b8\ub0a8 \ubaa8\ubc14\uc77c R&amp;D \uc13c\ud130(SVMC)\ub294 2022\ub144 \ud55c \ud574\uc5d0\ub9cc \uae00\ub85c\ubc8c \uc0bc\uc131 \uc801\uc131\uac80\uc0ac(GSAT)\ub97c \uc138 \ucc28\ub840 \uc2e4\uc2dc\ud558\uba70 \ubca0\ud2b8\ub0a8 \ud604\uc9c0 \uc778\uc7ac \ud655\ubcf4\uc5d0 \uc801\uadf9 \ub098\uc130\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uacfc \ub300\ud559 \uac04 \uc0b0\ud559\ud611\ub825 \ubaa8\ub378\ub3c4 \ube60\ub974\uac8c \ubcf4\ud3b8\ud654\ub418\uace0 \uc788\uc73c\uba70, \uc5ec\ub7ec \uae30\uc5c5\uc774 \ud558\ub178\uc774 \uacf5\uacfc\ub300\ud559\uad50\u00b7\ud638\ucc0c\ubbfc\uc2dc \uacf5\uacfc\ub300\ud559\uad50\uc640 MOU\ub97c \uccb4\uacb0\ud574 \uc878\uc5c5 \uc804 3\u00b74\ud559\ub144 \ud559\uc0dd\uc744 \uc120\uc810\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uae30\uc220 \uc778\uc7ac\ub97c \ubd99\uc7a1\ub294 \ubcf5\ub9ac\ud6c4\uc0dd\u00b7\uc131\uc7a5 \uacbd\ub85c \uc124\uacc4<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc778\uc7ac \uacbd\uc7c1\uc774 \uc2ec\ud654\ub418\ub294 \ud658\uacbd\uc5d0\uc11c, \ubcf5\ub9ac\ud6c4\uc0dd\uacfc \uba85\ud655\ud55c \uae30\uc220 \uacbd\ub825 \uacbd\ub85c\ub294 \ub2e8\uc21c \uae09\uc5ec \uc218\uc900\ubcf4\ub2e4 \uc778\uc7ac \uc720\uc9c0\uc5d0 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">ITviec 2025\u20132026 \uc870\uc0ac\uc5d0 \ub530\ub974\uba74 \ubca0\ud2b8\ub0a8 IT \uc804\ubb38\uac00\uc758 \uc774\uc9c1 \uacb0\uc815\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \uc694\uc778\uc740 \uae09\uc5ec\u00b7\ubcf5\ub9ac\ud6c4\uc0dd(1\uc21c\uc704), \ud559\uc2b5\u00b7\uc5ed\ub7c9 \uac1c\ubc1c \uae30\ud68c, \ud300 \ubb38\ud654\u00b7\uc5c5\ubb34 \ud658\uacbd, \uae30\uc220 \uc131\uc7a5 \uacbd\ub85c(\ub9e4\ub2c8\uc9c0\uba3c\ud2b8 \ud2b8\ub799 \uac15\uc694 \uc5c6\ub294 \ud14c\ud06c \ud2b8\ub799), \uc720\uc5f0 \uadfc\ubb34(\ub9ac\ubaa8\ud2b8\u00b7\ud558\uc774\ube0c\ub9ac\ub4dc) \uc21c\uc785\ub2c8\ub2e4. \ud2b9\ud788 \uc2dc\ub2c8\uc5b4 Python\/AI \uc5d4\uc9c0\ub2c8\uc5b4 \uc911 \ub2e4\uc218\ub294 \uad00\ub9ac\uc9c1 \uc804\ud658\ubcf4\ub2e4 Principal Engineer \ub610\ub294 Staff Engineer\ub85c\uc758 \uae30\uc220\uc801 \uc131\uc7a5\uc744 \uc120\ud638\ud569\ub2c8\ub2e4. \ubca0\ud2b8\ub0a8\uc5d0 \uae30\uc220 \ud300\uc744 \uad6c\ucd95\ud558\ub294 \ud55c\uad6d \uae30\uc5c5\uc774\ub77c\uba74, \uba85\ud655\ud55c \ud14c\ud06c\ub2c8\uceec \ucee4\ub9ac\uc5b4 \ub798\ub354\ub97c \uc124\uacc4\ud574 \uc774 \uacc4\uce35\uc758 \uc778\uc7ac\ub97c \ubb36\uc5b4\ub450\ub294 \uc804\ub7b5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uae30\uc5c5-\ub300\ud559 \uc5f0\uacc4\ub97c \ud1b5\ud55c Python AI \uc778\uc7ac \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8\uc5d0\uc11c \ud65c\uc131\ud654\ub41c \uc0b0\ud559\ud611\ub825 \ubaa8\ub378\uc740 \uc2e4\ubb34 \uc9c0\ud5a5\ud615 \uc778\uc7ac \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud615\uc131\ud569\ub2c8\ub2e4. \uc870\uae30\uc5d0 \uad00\uacc4\ub97c \ub9fa\ub294 \uae30\uc5c5\uc774 \uacbd\uc7c1 \uc6b0\uc704\ub97c \uac16\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud558\ub178\uc774 \uacf5\uacfc\ub300\ud559\uad50\u00b7\ud558\ub178\uc774 \uad6d\ub9bd\ub300\ud559\uad50\u00b7\ud638\ucc0c\ubbfc\uc2dc \uad6d\ub9bd\ub300\ud559\uad50\u00b7\ud638\ucc0c\ubbfc\uc2dc \uacf5\uacfc\ub300\ud559\uad50 \ub4f1 \ubca0\ud2b8\ub0a8 \uc8fc\uc694 \ub300\ud559\uc740 AI\u00b7\ub370\uc774\ud130 \uc0ac\uc774\uc5b8\uc2a4\u00b7\uba38\uc2e0\ub7ec\ub2dd\uc744 IT \uc815\uaddc \uad50\uc721\uacfc\uc815\uc5d0 \uc774\ubbf8 \ud1b5\ud569\ud588\uc2b5\ub2c8\ub2e4. \uacb0\uc758\uc548 57\uacfc \ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5\ubc95 2025\ub294 \uacf5\ud788 \uae30\uc5c5\uacfc \uc5f0\uad6c\u00b7\uad50\uc721\uae30\uad00 \uac04\uc758 \uc5f0\uacc4\ub97c \uac15\uc870\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub300\ud559\ub4e4\uacfc \uc7a5\ud559\uae08\u00b7\uc778\ud134\uc2ed \ud504\ub85c\uadf8\ub7a8\u00b7\uc5f0\uad6c\uc2e4 \ud6c4\uc6d0\uc744 \ud1b5\ud574 \uc9c1\uc811 \ud611\ub825 \uad00\uacc4\ub97c \uad6c\ucd95\ud55c \ud55c\uad6d \uae30\uc5c5\uc740 \uc2dc\uc7a5\uc5d0 \ucd9c\uc2dc\ub418\uae30 \uc804 \ucd5c\uc0c1\uc704 \uc778\uc7ac\uc5d0 \uc6b0\uc120 \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc9c0\uae08 \ud55c\uad6d \uae30\uc5c5\uc774 \ubca0\ud2b8\ub0a8 Python \uc5d4\uc9c0\ub2c8\uc5b4\ub97c \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc774\uc720<\/b><\/span><\/h2>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-19602\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/09\/WORKSHOP-AI-OUTSOURCING-UNLEASHED-4.png\" alt=\"\" width=\"1024\" height=\"768\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/09\/WORKSHOP-AI-OUTSOURCING-UNLEASHED-4.png 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/09\/WORKSHOP-AI-OUTSOURCING-UNLEASHED-4-768x576.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc2dc\uc7a5 \ud3ec\ud654 \uc774\uc804\uc758 2025\u20132026\ub144 \uae30\ud68c\uc758 \ucc3d<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ubca0\ud2b8\ub0a8 Python\/AI \uc5d4\uc9c0\ub2c8\uc5b4 \uae09\uc5ec\ub294 \uc5f0 10~20% \uc0c1\uc2b9 \uc911\uc774\uc9c0\ub9cc \ud55c\uad6d\uacfc\uc758 \uaca9\ucc28\ub294 \uc5ec\uc804\ud788 \ud06c\uace0 \ub2f9\ubd84\uac04 \uc720\uc9c0\ub429\ub2c8\ub2e4. \uc870\uae30 \uc9c4\uc785 \uae30\uc5c5\uc774 \ube44\uc6a9\uacfc \uc778\uc7ac \ubaa8\ub450\uc5d0\uc11c \uc720\ub9ac\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">SmartDev(2025)\uc5d0 \ub530\ub974\uba74 \ubca0\ud2b8\ub0a8 \uac1c\ubc1c\uc790 \uae09\uc5ec\ub294 AI \uc804\ubb38 \uc218\uc694 \uae09\uc99d\uc73c\ub85c 2025~2030\ub144 \uc5f0\uac04 10~20% \uc0c1\uc2b9\uc774 \uc608\uc0c1\ub429\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \ubbf8\uad6d AI \uac1c\ubc1c\uc790 \uae09\uc5ec\ub294 \uc5f0 32% \uc0c1\uc2b9 \uc911\uc73c\ub85c, \uc624\ud788\ub824 \uaca9\ucc28\ub294 \ub354 \ubc8c\uc5b4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. 2030\ub144\uc5d0\ub3c4 \uaca9\ucc28\ub294 50~60% \uc218\uc900\uc744 \uc720\uc9c0\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \ub354 \uc911\uc694\ud55c \uac83\uc740 \ubca0\ud2b8\ub0a8 AI \uc778\ub825 \uc218\uc694\uac00 2025~2030\ub144 74% \uc99d\uac00 \uc608\uce21\uc778 \ub370 \ubc18\ud574 \uacf5\uae09\uc740 \uc5ec\uc804\ud788 \uc81c\ud55c\uc801\uc774\ub77c\ub294 \uc0ac\uc2e4\uc785\ub2c8\ub2e4. 2025~2026\ub144 \ubca0\ud2b8\ub0a8 \uc778\ub825 \ud30c\ud2b8\ub108\uc2ed\uc744 \uad6c\ucd95\ud55c \uae30\uc5c5\uc740 \ucd5c\uace0 \uc778\uc7ac\uc5d0 \ub300\ud55c \uc6b0\uc120 \uc811\uadfc\uad8c, \uc548\uc815\uc801 \ube44\uc6a9 \uad6c\uc870, \uae4a\uc740 \ud30c\ud2b8\ub108 \uad00\uacc4\ub97c \uc120\uc810\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc2dc\uac04\ub300\u00b7\uc5c5\ubb34 \ubb38\ud654\u00b7\ud55c\uad6d \ud300\uacfc\uc758 \ud611\uc5c5 \uc801\ud569\uc131<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc2dc\uac04\ub300 \ucc28\uc774 \ub2e8 2\uc2dc\uac04, \uc720\uc0ac\ud55c \uc720\uad50\uc801 \ubb38\ud654 \ubc30\uacbd, \uadf8\ub9ac\uace0 \ud55c\uad6d \ud30c\ud2b8\ub108\uc640\uc758 \ud611\uc5c5 \uacbd\ud5d8 \ucd95\uc801\uc740 \ubca0\ud2b8\ub0a8\uc744 \ud55c\uad6d \uae30\uc5c5\uc758 \uae30\uc220 \ud300 \ud655\uc7a5 \ucd5c\uc801\uc9c0\ub85c \ub9cc\ub4dc\ub294 \uc2e4\uc6a9\uc801 \uac15\uc810\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud558\ub178\uc774\u00b7\ud638\ucc0c\ubbfc\uc2dc\uc640 \uc11c\uc6b8\uc758 \uc2dc\uac04\ub300 \ucc28\uc774\ub294 \ub2e8 2\uc2dc\uac04(UTC+7 vs UTC+9)\uc73c\ub85c, \ud63c\ud569 \uae30\uc220 \ud300\uc774 \uac70\uc758 \uc2e4\uc2dc\uac04\uc73c\ub85c \ud611\uc5c5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\ub3c4(3.5~5.5\uc2dc\uac04 \ucc28)\ub098 \ub3d9\uc720\ub7fd(6~8\uc2dc\uac04 \ucc28)\uacfc\ub294 \ucc28\uc6d0\uc774 \ub2e4\ub978 \ud658\uacbd\uc785\ub2c8\ub2e4. \ubb38\ud654\uc801\uc73c\ub85c\ub3c4 \ud55c\uad6d\uacfc \ubca0\ud2b8\ub0a8\uc740 \uc720\uad50\uc801 \uac00\uce58\uad00 \u2014 \uc704\uacc4 \uc874\uc911, \uac15\ud55c \uc9c1\uc5c5 \uc724\ub9ac, \uad50\uc721 \uc911\uc2dc \u2014 \uc744 \uacf5\uc720\ud574 \uc7a5\uae30 \ud611\uc5c5\uc758 \uae30\ucd08\uac00 \ud0c4\ud0c4\ud569\ub2c8\ub2e4. BusinessKorea(2025)\ub294 &#8220;\uadfc\uba74\ud55c \ubb38\ud654\uc640 \ub0ae\uc740 \ube44\uc6a9\uc758 \uc870\ud569&#8221;\uc774 \ud55c\uad6d \uae30\uc5c5\ub4e4\uc774 \ubca0\ud2b8\ub0a8 \uac1c\ubc1c \uc870\uc9c1\uc744 \uc801\uadf9 \uad6c\ucd95\ud558\ub294 \ud575\uc2ec \uc774\uc720\ub77c\uace0 \ubd84\uc11d\ud588\uc2b5\ub2c8\ub2e4. \uc544\uc6b8\ub7ec \ud55c\uad6d\uc5b4 \ud559\uc2b5\uc774 \ubca0\ud2b8\ub0a8 IT \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ube60\ub974\uac8c \ud655\uc0b0\ub418\uace0 \uc788\uc5b4, \uc9c1\uc811 \uc18c\ud1b5 \uac00\ub2a5\ud55c \uc5d4\uc9c0\ub2c8\uc5b4\uc758 \ube44\uc728\ub3c4 \ub192\uc544\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc0ac\ub840 \uc5f0\uad6c: \uc0bc\uc131\u00b7LG \ub4f1 \ud55c\uad6d \ub300\uae30\uc5c5\uc758 \ubca0\ud2b8\ub0a8 IT \uc778\uc7ac \ud65c\uc6a9<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc0bc\uc131\uacfc LG\ub294 \ubca0\ud2b8\ub0a8\uc5d0\uc11c \ub2e8\uc21c \uc0dd\uc0b0\uc744 \ub118\uc5b4 \ud575\uc2ec R&amp;D\ub97c \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubca0\ud2b8\ub0a8 \uc5d4\uc9c0\ub2c8\uc5b4\uc5d0 \ub300\ud55c \ucd5c\uace0 \uc218\uc900\uc758 \uc2e0\ub8b0\ub97c \uc2e4\uc81c \ud589\ub3d9\uc73c\ub85c \uc99d\uba85\ud558\ub294 \uc0ac\ub840\uc785\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc0bc\uc131\uc804\uc790\ub294 \ubca0\ud2b8\ub0a8\uc5d0 \ucd1d 224\uc5b5 \ub2ec\ub7ec\ub97c \ud22c\uc790\ud574 6\uac1c \uc0dd\uc0b0 \ubc95\uc778\u00b71\uac1c \ud310\ub9e4 \ubc95\uc778\u00b71\uac1c R&amp;D \uc13c\ud130\ub97c \uc6b4\uc601\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud558\ub178\uc774 R&amp;D \uc13c\ud130(2022.12 \uc644\uacf5, \ud22c\uc790\uc561 2\uc5b5 2,000\ub9cc \ub2ec\ub7ec)\ub294 2,000\uba85\uc758 \uc778\ub825 \uc911 99%\uac00 \ubca0\ud2b8\ub0a8 \ud604\uc9c0 \uc5d4\uc9c0\ub2c8\uc5b4\ub85c \uad6c\uc131\ub418\uba70, \uc774\uc7ac\uc6a9 \ud68c\uc7a5\uc774 \uc9c1\uc811 \ubc29\ubb38\ud55c \uc804\ub7b5\uc801 \uac70\uc810\uc785\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">LG\uc804\uc790\ub294 2016\ub144 \ud558\ub178\uc774\uc5d0 \uc124\ub9bd\ud55c R&amp;D \uc13c\ud130\ub97c 2023\ub144 \ub3c5\ub9bd \ubc95\uc778\uc73c\ub85c \uaca9\uc0c1\uc2dc\ucf1c 1,000\uba85 \uc774\uc0c1\uc758 \uc5f0\uad6c \uc778\ub825\uc774 \uac00\uc804\u00b7\uc790\ub3d9\ucc28 \uc804\uc7a5 \uc591 \ubd84\uc57c \uac1c\ubc1c\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc2e0\ud55cDS(\uc2e0\ud55c\uae08\uc735\uadf8\ub8f9), \ud3ec\uc2a4\ucf54DX(\ud3ec\uc2a4\ucf54\uadf8\ub8f9)\ub3c4 \ubca0\ud2b8\ub0a8\uc5d0 IT \uc870\uc9c1\uc744 \uad6c\ucd95\ud588\uc2b5\ub2c8\ub2e4. C\ub808\ubca8\uc774 \ud22c\uc790 \uacb0\uc815 \uc2dc \ucc38\uc870\ud560 \uc218 \uc788\ub294 \uac00\uc7a5 \uac15\ub825\ud55c \uadfc\uac70\ub294 \uc774\uac83\uc785\ub2c8\ub2e4. \uc0bc\uc131\uacfc LG\uac00 \ubca0\ud2b8\ub0a8 \uc5d4\uc9c0\ub2c8\uc5b4\ub97c \ud575\uc2ec R&amp;D\uc5d0 \uc120\ud0dd\ud588\ub2e4\ub294 \uc0ac\uc2e4\uc740 \ub2e8\uc21c\ud55c \ube44\uc6a9 \ud310\ub2e8\uc774 \uc544\ub2cc, \ud488\uc9c8\uc5d0 \ub300\ud55c \uc804\ub7b5\uc801 \uc2e0\ub8b0\uc758 \ud45c\ud604\uc785\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc801\ud569\ud55c \ud611\ub825 \ubaa8\ub378: \uc544\uc6c3\uc18c\uc2f1\u00b7R&amp;D \uc13c\ud130\u00b7BOT\uc758 \ud2b8\ub808\uc774\ub4dc\uc624\ud504<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ub2e8 \ud558\ub098\uc758 \ub9cc\ub2a5 \ubaa8\ub378\uc740 \uc5c6\uc2b5\ub2c8\ub2e4. C\ub808\ubca8\uc740 \ud1b5\uc81c \uc218\uc900, \ube44\uc6a9, \uc18d\ub3c4 \uac04\uc758 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \uc774\ud574\ud558\uace0 \uae30\uc5c5 \uc0c1\ud669\uc5d0 \ub9de\ub294 \ubaa8\ub378\uc744 \uc120\ud0dd\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><span style=\"font-weight: 300;\">\ud55c\uad6d \uae30\uc5c5\uc774 <\/span><a href=\"https:\/\/hblabgroup.com\/ko\/what-is-it-outsourcing-model-kr\/\" target=\"_blank\" rel=\"noopener sponsored\"><span style=\"font-weight: 300;\">\ubca0\ud2b8\ub0a8\uc5d0\uc11c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 3\uac00\uc9c0 \uc8fc\uc694 \ubaa8\ub378<\/span><\/a><span style=\"font-weight: 300;\">\uc744 \ube44\uad50\ud569\ub2c8\ub2e4.<\/span><\/span><\/p>\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-family: 'times new roman', times, serif;\"><b>\u00a0<\/b><a href=\"https:\/\/hblabgroup.com\/ko\/vietnam-it-outsourcing-companies-kr\/\" target=\"_blank\" rel=\"noopener sponsored\"><b>IT \uc544\uc6c3\uc18c\uc2f1<\/b><\/a><b>\u00b7\uc778\ub825 \uc99d\uc6d0(Staff Augmentation)<\/b><span style=\"font-weight: 300;\">: \ub9ac\uc2a4\ud06c \ucd5c\uc18c\ud654 \ubc0f \ube60\ub978 \uc778\ub825 \ud655\ubcf4\uac00 \ud544\uc694\ud560 \ub54c \uc801\ud569\ud569\ub2c8\ub2e4. \uc2dc\uac04\ub2f9 $25~$55, \ud30c\ud2b8\ub108\uc0ac\uac00 \ucc44\uc6a9\u00b7HR \ud589\uc815\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4.\u00a0<\/span><\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc804\ub2f4 \uac1c\ubc1c\ud300(Dedicated Development Team)<\/b><span style=\"font-weight: 300;\">: 12\uac1c\uc6d4 \uc774\uc0c1 \uc7a5\uae30 \ud504\ub85c\uc81d\ud2b8\uc5d0 \uc801\ud569\ud558\uba70, \ud074\ub77c\uc774\uc5b8\ud2b8 \ube0c\ub79c\ub4dc\ub85c \uc6b4\uc601\ub418\uc9c0\ub9cc HR\uc740 \ud30c\ud2b8\ub108\uac00 \uad00\ub9ac\ud569\ub2c8\ub2e4. \ud1b5\uc81c\uc640 \uc6b4\uc601 \ud6a8\uc728 \uc0ac\uc774\uc758 \uade0\ud615\uc810\uc785\ub2c8\ub2e4.\u00a0<\/span><\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-family: 'times new roman', times, serif;\"><b>Build-Operate-Transfer(BOT)<\/b><span style=\"font-weight: 300;\">: \uc7a5\uae30 R&amp;D \uc13c\ud130\ub97c \uc6d0\ud558\ub294 CEO\uc5d0\uac8c \ucd5c\uc801\uc785\ub2c8\ub2e4. \ud30c\ud2b8\ub108\uac00 18~24\uac1c\uc6d4 \uc14b\uc5c5\u00b7\uc6b4\uc601 \ud6c4 \uc804\uccb4\ub97c \ud55c\uad6d \uae30\uc5c5\uc5d0 \uc774\uc804\ud569\ub2c8\ub2e4. \uc0bc\uc131\u00b7LG \ubaa8\ub450 \uc774 \ubaa8\ub378\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4. \ub514\uc9c0\ud138 \uae30\uc220 \uc0b0\uc5c5\ubc95 2025\ub294 R&amp;D \uc13c\ud130\ud615 \uc9c1\uc811 \ud22c\uc790 \ubaa8\ub378\uc5d0 \ucd94\uac00 \uc138\uc81c \ud61c\ud0dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/span><\/li>\n<\/ul>\n<h2><span style=\"font-family: 'times new roman', times, serif;\"><b>HBLAB\uc758 AI \uae30\uc220 \uc5ed\ub7c9 &#8211; 10\ub144\uac04\uc758 \uc5f0\uad6c\uac1c\ubc1c \ucd95\uc801<\/b><\/span><\/h2>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-20571\" src=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/HBLAB-10-nam-.webp\" alt=\"\" width=\"1024\" height=\"768\" title=\"\" srcset=\"https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/HBLAB-10-nam-.webp 1024w, https:\/\/hblabgroup.com\/wp-content\/uploads\/2025\/11\/HBLAB-10-nam--768x576.webp 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">AI \uc194\ub8e8\uc158 \uacf5\uae09\uc0ac \uc120\uc815 \uc2dc, \ud654\ub824\ud55c \uc18c\uac1c \uc790\ub8cc\ubcf4\ub2e4 \uc911\uc694\ud55c \uac83\uc740 \uc2e4\uc81c \uae30\uc220 \ub808\uc774\uc5b4\uc758 \uae4a\uc774\uc640 \uad6c\ud604 \uc774\ub825\uc785\ub2c8\ub2e4. HBLAB\uc740 \ubca0\ud2b8\ub0a8 IT \uc5c5\uacc4\uc5d0\uc11c AI \uc5f0\uad6c\ub97c \uac00\uc7a5 \uc77c\ucc0d \uc2dc\uc791\ud55c \uae30\uc5c5 \uc911 \ud558\ub098\ub85c, \uadf8 \uc5ed\ub7c9\uc740 \ub2e8\uae30\uac04\uc5d0 \ud615\uc131\ub41c \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">HBLAB\uc758 AI \uc5ec\uc815\uc740 2016\ub144 AI \uc804\ub2f4 R&amp;D \ubd80\uc11c \uc124\ub9bd\uc73c\ub85c \uc2dc\uc791\ub418\uc5c8\uc2b5\ub2c8\ub2e4. 2017\ub144 OCR \uc11c\ube44\uc2a4\ub97c \uc0c1\uc6a9\ud654\ud558\uc600\uace0, 2019\ub144\uc5d0\ub294 \ud55c\uad6d \uad6d\uc81c \ucef4\ud4e8\ud130 \ube44\uc804 \ud559\ud68c(ICCV)\uc5d0\uc11c OCR \uc5f0\uad6c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud558\uba70 \ud559\uc220\uc801 \uae30\uc220 \uac80\uc99d\uc744 \uc644\ub8cc\ud558\uc600\uc2b5\ub2c8\ub2e4. 2020\ub144\uc5d0\ub294 \ubca0\ud2b8\ub0a8 AIoT \uae30\uc5c5 Top 10\uc5d0 \uc120\uc815\ub418\uc5c8\uace0, 2023\ub144\uae4c\uc9c0 50\uac74 \uc774\uc0c1\uc758 AI \ud504\ub85c\uc81d\ud2b8\ub97c \uc131\uacf5\uc801\uc73c\ub85c \ub0a9\ud488\ud558\uc600\uc2b5\ub2c8\ub2e4. 2025\ub144\uc5d0\ub294 \ubca0\ud2b8\ub0a8 \uad6d\ub9bd\ub300\ud559\uad50(VNU)\uc640 \ud611\ub825\ud558\uc5ec &#8216;AI \ud329\ud1a0\ub9ac \ub7a9(AI Factory Lab)&#8217;\uc744 \uc124\ub9bd\ud558\uace0, AI R&amp;D \ubc0f \uad6c\ud604 \uc804\ubb38 \uc790\ud68c\uc0ac &#8216;Migurei&#8217;\ub97c \ucd9c\ubc94\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud604\uc7ac HBLAB\uc740 \ub124 \uac00\uc9c0 \ud575\uc2ec AI \uc11c\ube44\uc2a4 \uc601\uc5ed\uc5d0\uc11c \uac80\uc99d\ub41c \uad6c\ud604 \uc5ed\ub7c9\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \ucc98\ub9ac: AWS, Azure, GCP\ub97c \uc9c0\uc6d0\ud558\ub294 \ub370\uc774\ud130 \ub808\uc774\ud06c\u00b7\ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4 \uc124\uacc4\u00b7\uad6c\ucd95, \ube44\uc988\ub2c8\uc2a4 \ud2b8\ub80c\ub4dc \uc608\uce21 \ubaa8\ub378 \uac1c\ubc1c\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub458\uc9f8, \ubaa8\ub378 \uad6c\ucd95: \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \uc218\uc694 \uc608\uce21, \uace0\uac1d \uc138\ubd84\ud654, \uc774\ubbf8\uc9c0\u00b7\uc74c\uc131\u00b7\uc790\uc5f0\uc5b4(LLM) \ucc98\ub9ac, \uc0dd\uc131\ud615 AI \uc194\ub8e8\uc158 \ubc0f \uae30\uc5c5\uc6a9 LLM \ud30c\uc778\ud29c\ub2dd(Fine-tuning)\uc744 \uc218\ud589\ud569\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-family: 'times new roman', times, serif;\"><a href=\"https:\/\/hblabgroup.com\/ko\/ai-agent-development-outsourcing-companies-kr\/\" target=\"_blank\" rel=\"noopener sponsored\"><span style=\"font-weight: 300;\">AI \uc5d0\uc774\uc804\ud2b8 \uac1c\ubc1c<\/span><\/a><span style=\"font-weight: 300;\">: OpenAI Agent, AutoGen, Google ADK, MetaGPT\ub97c \ud65c\uc6a9\ud55c \ub9de\ucda4\ud615 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uad6c\ucd95\ud558\uba70, \ub85c\uc6b0\ucf54\ub4dc\u00b7\ub178\ucf54\ub4dc \ud50c\ub7ab\ud3fc \uae30\ubc18\uc758 \uc720\uc5f0\ud55c \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\ub3c4 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub137\uc9f8, MLOps: SageMaker, Azure ML, Vertex AI\ub97c \ud1b5\ud55c \ud6c8\ub828\u00b7\ubc30\ud3ec \uc790\ub3d9\ud654, Docker\u00b7Kubernetes \uae30\ubc18\uc758 \uc548\uc815\uc801 \uc6b4\uc601 \uccb4\uacc4\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4.\u00a0<\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ub610\ud55c HBLAB\uc740 \uc790\uccb4 AI \uc81c\ud488 \ub77c\uc778\uc5c5\uc744 \ubcf4\uc720\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. M-RAG(RAG \uae30\ubc18 \uae30\uc5c5\uc6a9 AI \ucc57\ubd07), M-Workspace(AI \uc5d0\uc774\uc804\ud2b8 \uae30\ubc18 \uc5c5\ubb34 \uc790\ub3d9\ud654 \ud50c\ub7ab\ud3fc), M-Avatar(\uc601\uc5b4\u00b7\uc77c\ubcf8\uc5b4\u00b7\ud55c\uad6d\uc5b4 \uc9c0\uc6d0 \uc2e4\uc2dc\uac04 AI \uc544\ubc14\ud0c0), M-OCR(\uc778\uc1c4\uccb4 98% \uc774\uc0c1\u00b7\ud544\uae30\uccb4 95% \uc774\uc0c1 \uc778\uc2dd\ub960, \uc77c\ubcf8\uc5b4\u00b7\ud55c\uad6d\uc5b4\u00b7\ubca0\ud2b8\ub0a8\uc5b4 \uc9c0\uc6d0)\uc774 \uadf8 \ud575\uc2ec \ub77c\uc778\uc785\ub2c8\ub2e4<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uae30\uc220 \uc5ed\ub7c9\uc758 \uac1d\uad00\uc131\uc740 \ub2e4\uc74c \uc218\uce58\ub85c \ud655\uc778\ub429\ub2c8\ub2e4: 50\uba85 \uc774\uc0c1\uc758 AI \uc804\ubb38\uac00 \ud300, Kaggle Expert(\uc804\uccb4 \uc0c1\uc704 0.5%) \uc778\uc99d\uc744 \ubc1b\uc740 \uae30\uc220 \ub9ac\ub354, \uc77c\ubcf8 \ucd5c\uace0 \ub300\ud559 \uad50\uc218\uc9c4\uc758 \ud559\uc220 \uc790\ubb38, \uace0\uac1d\uacfc\uc758 \uacf5\ub3d9 \uac1c\ubc1c \ubaa8\ub378\uc744 \ud1b5\ud55c \ucd5c\ub300 40% \ube44\uc6a9 \uc808\uac10 \uc2e4\ud604<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>Python \uc5d4\uc9c0\ub2c8\uc5b4 \uacf5\uae09 \uc5ed\ub7c9 &#8211; \uc790\uccb4 \uc778\uc7ac \ud30c\uc774\ud504\ub77c\uc778\uacfc \ubca0\ud2b8\ub0a8 \uad6d\ub9bd\ub300\ud559\uad50 \ud611\ub825<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">AI \uc194\ub8e8\uc158\uc758 \ud488\uc9c8\uc740 \uacb0\uad6d \uac1c\ubc1c\ud300\uc758 \uc5ed\ub7c9\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4. HBLAB\uc774 \ub2e8\uc21c \ud504\ub85c\uc81d\ud2b8 \uc218\uc8fc \uae30\uc5c5\uc774 \uc544\ub2cc \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc778\ub825 \uacf5\uae09 \ud30c\ud2b8\ub108\ub85c \ud3c9\uac00\ubc1b\ub294 \ud575\uc2ec \uc774\uc720\ub294 \uc790\uccb4 \uc778\uc7ac \uc0dd\uc0b0\u00b7\uc721\uc131 \uad6c\uc870\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">HBLAB\uc740 2025\ub144 \ubca0\ud2b8\ub0a8 \uad6d\ub9bd\ub300\ud559\uad50(Vietnam National University)\uc640 \uacf5\uc2dd \uc0b0\ud559 \ud611\ub825\uc744 \uccb4\uacb0\ud558\uace0 &#8216;AI \ud329\ud1a0\ub9ac \ub7a9&#8217;\uc744 \uc124\ub9bd\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \ud611\ub825\uc740 \ub2e8\uc21c\ud55c \uc778\uc7ac \ucc44\uc6a9 \ucc44\ub110\uc774 \uc544\ub2c8\ub77c, AI \uad50\uc721 \ucee4\ub9ac\ud058\ub7fc \uc124\uacc4 \ub2e8\uacc4\ubd80\ud130 HBLAB\uc774 \uad00\uc5ec\ud558\uc5ec \uc2e4\ubb34 \uc911\uc2ec\uc758 Python\u00b7AI \uc5ed\ub7c9\uc744 \uac16\ucd98 \uc778\uc7ac\ub97c \uc870\uae30\uc5d0 \ud655\ubcf4\ud558\ub294 \uad6c\uc870\uc801 \ud30c\uc774\ud504\ub77c\uc778\uc785\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud300 \uad6c\uc131 \uce21\uba74\uc5d0\uc11c HBLAB\uc758 AI \ud504\ub85c\uc81d\ud2b8\ud300\uc740 Python \uae30\ubc18\uc758 AI \uc5d4\uc9c0\ub2c8\uc5b4, ML \uc5d4\uc9c0\ub2c8\uc5b4, \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4, MLOps \uc5d4\uc9c0\ub2c8\uc5b4, PM, \ucee4\ubba4\ub2c8\ucf00\uc774\ud130(\ud55c\uad6d\uc5b4\u00b7\uc601\uc5b4\u00b7\uc77c\ubcf8\uc5b4 \uad6c\uc0ac)\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \uc774 \uad6c\uc870\ub294 \uae30\uc220\uc801 \ub0a9\ud488 \ud488\uc9c8\uacfc \ud074\ub77c\uc774\uc5b8\ud2b8 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158 \ud6a8\uc728\uc744 \ub3d9\uc2dc\uc5d0 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ub610\ud55c HBLAB\uc740 \ud55c\uad6d \uae30\uc5c5\uc744 \uc704\ud55c \uc11c\uc6b8 \uac15\ub0a8 \uc9c0\uc0ac(\ubd09\uc740\uc0ac\ub85c 502, 7\uce35)\ub97c \uc6b4\uc601\ud558\uace0 \uc788\uc5b4, \uae30\uc220 \uc778\ub825\uc740 \ud558\ub178\uc774\u00b7\ub2e4\ub0ad \uac1c\ubc1c \uc13c\ud130\uc5d0 \uc704\uce58\ud558\uba74\uc11c \ud074\ub77c\uc774\uc5b8\ud2b8 \ub300\uba74 \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\uc740 \uad6d\ub0b4\uc5d0\uc11c \uc774\ub8e8\uc5b4\uc9c0\ub294 \uc774\uc911 \uad6c\uc870\ub97c \ud1b5\ud574 \ud611\uc5c5 \ub9c8\ucc30\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4\u00a0<\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><b>\uc0ac\ub840 \uc5f0\uad6c:\u00a0 AI \uae30\ubc18 \ucc28\ub7c9 \ubc88\ud638\ud310 \uc778\uc2dd \uc2dc\uc2a4\ud15c (\uc815\ud655\ub3c4 99.97%)<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uace0\uac1d\uc0ac\uc758 \uae30\uc874 \ubc88\ud638\ud310 \ud310\ub3c5 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 \uc6d0\ubcf8 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc804\uc801\uc73c\ub85c \uc758\uc874\ud558\ub294 \uad6c\uc870\uc600\uc2b5\ub2c8\ub2e4. \uc790\uccb4 \ud559\uc2b5 \uae30\ub2a5\uc774 \uc5c6\uc5b4 \uc2e0\uaddc \ubc88\ud638\ud310 \ud615\uc2dd \ub300\uc751\uc774 \ubd88\uac00\ub2a5\ud558\uc600\uace0, \uc2dc\uc2a4\ud15c \uc720\uc5f0\uc131 \uce21\uba74\uc5d0\uc11c \uc2ec\uac01\ud55c \ud55c\uacc4\ub97c \uc548\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4 .<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">HBLAB\uc740 \uc774\ubbf8\uc9c0 \ud504\ub85c\uc138\uc2f1\uacfc \ub525\ub7ec\ub2dd \ubaa8\ub378(YOLOX, Swin-transformer, ONNX, OCR)\uc744 \uacb0\ud569\ud558\uc5ec \uc790\uccb4 \ud559\uc2b5\uc774 \uac00\ub2a5\ud55c \ubc88\ud638\ud310 \uc778\uc2dd AI \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc758 \uc815\ubcf4 \uc5c5\ub370\uc774\ud2b8 \ubc0f \uc2dc\uc2a4\ud15c \uc801\uc6a9 \uc2dc \uc815\ud655\uc131\uacfc \uc720\uc5f0\uc131\uc744 \ub300\ud3ed \ud5a5\uc0c1\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><strong>\ud504\ub85c\uc81d\ud2b8 \uc138\ubd80\uc0ac\ud56d<\/strong><\/span><\/p>\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\u00a0\uc0ac\uc6a9 \uae30\uc220: Image Processing, Deep Learning (YOLOX, Swin-transformer, ONNX, OCR)<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uac1c\ubc1c\ud300: AI \uc5d4\uc9c0\ub2c8\uc5b4 2\uba85 + PM 1\uba85 + \ucee4\ubba4\ub2c8\ucf00\uc774\ud130 1\uba85<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud504\ub85c\uc81d\ud2b8 \uae30\uac04: 3\uac1c\uc6d4<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><strong>\ud575\uc2ec \uc131\uacfc<\/strong><\/span><\/p>\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc2dc\uc2a4\ud15c \uc815\ud655\ub3c4: 99.97%<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ucc98\ub9ac \uc18d\ub3c4: \uc774\ubbf8\uc9c0 1\uc7a5\ub2f9 2\ucd08 (\uc800\uc0ac\uc591 \ud32c\ub9ac\uc2a4 \uc7a5\uce58 \ud658\uacbd\uc5d0\uc11c)<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud559\uc2b5 \ub370\uc774\ud130 \ucd5c\uc18c\ud654\ub97c \ud1b5\ud55c \ud6a8\uc728\uc801 \ubaa8\ub378 \uad6c\ucd95<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><a href=\"https:\/\/hblabgroup.com\/ko\/case-study\/model-ai-identification-and-reading-of-license-plates\/\"><span style=\"font-weight: 300;\">https:\/\/hblabgroup.com\/ko\/case-study\/model-ai-identification-and-reading-of-license-plates\/<\/span><\/a><span style=\"font-weight: 300;\"> .<\/span><\/span><\/p>\n<h3><span style=\"font-family: 'times new roman', times, serif;\"><strong>\uc0ac\ub840 \uc5f0\uad6c 2:\u00a0 AI OCR \uae30\ubc18 PDF \uc778\ubcf4\uc774\uc2a4 \uc815\ubcf4 \ucd94\ucd9c (\uc815\ud655\ub3c4 100%)<\/strong><\/span><\/h3>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uace0\uac1d\uc0ac\ub294 \uc778\ubcf4\uc774\uc2a4(\uc138\uae08\uacc4\uc0b0\uc11c) \ud310\ub3c5 \uc7a5\ube44 \ubc0f \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uacf5\uae09\ud558\ub294 \uae30\uc5c5\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uae30\uc874 \uc81c\ud488\uc740 PDF \ub9ac\ub354 \uae30\ub2a5\uc774 \ub0b4\uc7a5\ub418\uc9c0 \uc54a\uc544 \uc601\uc5c5 \ud655\uc7a5\uc5d0 \uad6c\uc870\uc801 \ud55c\uacc4\uac00 \uc874\uc7ac\ud558\uc600\uc73c\uba70, \uace0\uac1d\uc758 \ub2e4\uc591\ud55c \uc778\ubcf4\uc774\uc2a4 \ud615\uc2dd\uc744 \uc790\ub3d9\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uc5ed\ub7c9\uc774 \uc694\uad6c\ub418\uc5c8\uc2b5\ub2c8\ub2e4\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">HBLAB\uc740 \uadf8\ub798\ud504 \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(Graph Convolution, \ub525\ub7ec\ub2dd \uae30\ubc95)\uc744 \uc801\uc6a9\ud558\uc5ec \uace0\uac1d\uc0ac\uc758 \uae30\uc874 \uc81c\ud488\uacfc \uc644\uc804\ud788 \ud638\ud658\ub418\ub294 PDF \ub9ac\ub354 \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uac1c\ubc1c\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 PDF \ud30c\uc77c \ub0b4 \uad6c\uc870\uc801 \uad00\uacc4\ub97c \ud559\uc2b5\ud558\uc5ec, \ub808\uc774\uc544\uc6c3\uc774 \uc0c1\uc774\ud55c \ub2e4\uc591\ud55c \uc778\ubcf4\uc774\uc2a4 \ud615\uc2dd\uc5d0\uc11c\ub3c4 \uc694\uccad\ub41c 22\uac1c\uc758 \ud575\uc2ec \uc815\ubcf4\ub97c \uc815\ud655\ud558\uac8c \uc2dd\ubcc4\ud558\uace0 \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><b>\u00a0\ud504\ub85c\uc81d\ud2b8 \uc138\ubd80\uc0ac\ud56d<\/b><\/span><\/p>\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uc0ac\uc6a9 \uae30\uc220: Graph Convolution (Deep Learning)<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uac1c\ubc1c\ud300: AI \uc5d4\uc9c0\ub2c8\uc5b4 2\uba85 + \ucee4\ubba4\ub2c8\ucf00\uc774\ud130 0.5\uba85<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\ud504\ub85c\uc81d\ud2b8 \uae30\uac04: 2\uac1c\uc6d4<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><b>\ud575\uc2ec \uc131\uacfc<\/b><\/span><\/p>\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">\uace0\uac1d\uc0ac \uc81c\ucd9c \ub370\uc774\ud130 \uc0d8\ud50c \uc138\ud2b8 \uae30\uc900, \uc694\uccad\ub41c 22\uac1c \uc815\ubcf4 \ud56d\ubaa9\uc5d0 \ub300\ud574 \uc815\ud655\ub3c4 100% \ub2ec\uc131<\/span><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><span style=\"font-weight: 300; font-family: 'times new roman', times, serif;\">2\uac1c\uc6d4\uc758 \ub2e8\uae30 \uac1c\ubc1c \uc0ac\uc774\ud074 \ub0b4 \uc0c1\uc6a9 \ubc30\ud3ec \uc218\uc900\uc758 \uc131\uacfc \uc2e4\ud604<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: 'times new roman', times, serif;\"><a href=\"https:\/\/hblabgroup.com\/ko\/case-study\/model-ai-ocr-read-filter-pdf-invoice-information\/\"><span style=\"font-weight: 300;\">https:\/\/hblabgroup.com\/ko\/case-study\/model-ai-ocr-read-filter-pdf-invoice-information\/<\/span><\/a><span style=\"font-weight: 300;\">)\u00a0<\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\uc740 \ubca0\ud2b8\ub0a8 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4 \ucc44\uc6a9 \uc218\uc694 \uc21c\uc704\uc5d0\uc11c 2\uc704\ub85c \uc624\ub974\uace0 \uc774\ub294 AI\u00b7\ub370\uc774\ud130 \uc0ac\uc774\uc5b8\uc2a4 \ubd90\uc744 \uc9c1\uc811 \ubc18\uc601\ud55c \uacb0\uacfc\uc785\ub2c8\ub2e4. VietnamWorks in TECH\uc758 \u300cAI [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":23464,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[47,52,51],"tags":[],"class_list":["post-23461","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ar-ko","category-it-outsourcing-ko","category-it-consulting-ko"],"_links":{"self":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts\/23461","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/comments?post=23461"}],"version-history":[{"count":3,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts\/23461\/revisions"}],"predecessor-version":[{"id":23468,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/posts\/23461\/revisions\/23468"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/media\/23464"}],"wp:attachment":[{"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/media?parent=23461"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/categories?post=23461"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hblabgroup.com\/ko\/wp-json\/wp\/v2\/tags?post=23461"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}