{"id":25129,"date":"2024-04-03T13:43:19","date_gmt":"2024-04-03T05:43:19","guid":{"rendered":"https:\/\/incit.org\/?p=25129"},"modified":"2025-06-13T23:08:00","modified_gmt":"2025-06-13T15:08:00","slug":"data-privacy-and-security-in-sustainable-manufacturing-in-the-age-of-industry-4-0","status":"publish","type":"post","link":"https:\/\/incit.org\/ko\/thought-leadership\/data-privacy-and-security-in-sustainable-manufacturing-in-the-age-of-industry-4-0\/","title":{"rendered":"\uc0b0\uc5c5 4.0 \uc2dc\ub300\uc758 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870\uc5d0\uc11c\uc758 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \ubcf4\uc548"},"content":{"rendered":"<p>\uc778\ub354\uc2a4\ud2b8\ub9ac 4.0\uc740 2011\ub144\uc5d0 \uc2dc\uc791\ub41c \uac83\uc73c\ub85c \ub110\ub9ac \uc54c\ub824\uc838 \uc788\uc73c\uba70, 10\ub144\uc774 \uc9c0\ub09c \uc9c0\uae08, \uc81c\uc870 \ubd84\uc57c\ub294 \ub370\uc774\ud130 \uc911\uc2ec \ud601\uba85\uc758 \ud55c\uac00\uc6b4\ub370\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<a href=\"https:\/\/www3.weforum.org\/docs\/WEF_Data_Excellence_Transforming_manufacturing_2021.pdf\" target=\"_blank\" rel=\"noopener\">\uc138\uacc4\uacbd\uc81c\ud3ec\ub7fc<\/a>\ubc31\uc11c\uc5d0 \ub530\ub974\uba74, \uc0b0\uc5c5 4.0\uc740 \uae30\uc5c5\ub4e4\uc774 \uc0c1\ud638 \uc5f0\uacb0\ub41c \uac00\uce58 \ub124\ud2b8\uc6cc\ud06c\uc5d0 \ucc38\uc5ec\ud558\uc5ec \ub370\uc774\ud130\uc640 \ubd84\uc11d \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0dd\uc0b0\uc131\uc744 \ub192\uc774\uace0, \uc0c8\ub85c\uc6b4 \uace0\uac1d \uacbd\ud5d8\uc744 \ucc3d\ucd9c\ud558\uace0, \uc0ac\ud68c\uc640 \ud658\uacbd\uc5d0 \uc911\ub300\ud55c \uc601\ud5a5\uc744 \ubbf8\uce58\ub3c4\ub85d \ucd09\uc9c4\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uae00\ub85c\ubc8c \uc0b0\uc5c5 \ubc0f \uc218\uc11d \uace0\uac1d \uace0\ubb38\uc778 Gary Coleman\uc5d0 \ub530\ub974\uba74, <a href=\"https:\/\/www.weforum.org\/agenda\/2016\/01\/9-quotes-that-sum-up-the-fourth-industrial-revolution\/#:~:text=%E2%80%9CThe%20Fourth%20Industrial%20Revolution%20is,to%20join%20in%20is%20now.%E2%80%9D&amp;text=%E2%80%9CAny%20skilled%20engineer%20can%20take,of%20any%20connected%20&#039;thing&#039;.\" target=\"_blank\" rel=\"noopener\">\ub51c\ub85c\uc774\ud2b8 \ucee8\uc124\ud305<\/a> &quot;4\ucc28 \uc0b0\uc5c5\ud601\uba85\uc740 \uc544\uc9c1 \ucd08\uae30 \ub2e8\uacc4&quot;\ub77c\uace0 \ub9d0\ud588\uc9c0\ub9cc, \uc774 \uc2dc\ub300\uac00 \ub354\uc6b1 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \uc81c\uc870\uc5c5\uacc4\ub294 \uad00\ub9ac\ud574\uc57c \ud560 \uc804\ub840 \uc5c6\ub294 \uc591\uc758 \ub370\uc774\ud130\ub97c \uacc4\uc18d\ud574\uc11c \ud655\ubcf4\ud574\uc57c \ud560 \uac83\uc774\uba70, \uc774\ub7ec\ud55c \ub370\uc774\ud130 \ub610\ud55c \uc548\uc804\ud558\uac8c \ubcf4\ud638\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uae00\ub85c\ubc8c \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dc\uc7a5\uc740 \uae30\ud558\uae09\uc218\uc801\uc778 \uc131\uc7a5\uc744 \uacbd\ud5d8\ud574 \uc654\uc73c\uba70, \uc774\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0\uc11c \uc0ac\ubb3c \uc778\ud130\ub137(IoT) \ub3c4\uc785\uc774 \ubd80\ubd84\uc801\uc73c\ub85c \ucd09\uc9c4\ub41c \uacb0\uacfc\uc785\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc740 <a href=\"https:\/\/www.globenewswire.com\/en\/news-release\/2023\/12\/13\/2795220\/0\/en\/With-40-9-CAGR-Data-Privacy-Software-Market-Size-to-Surpass-USD-30-31-Billion-by-2030.html\" target=\"_blank\" rel=\"noopener\">40.9\ud37c\uc13c\ud2b8<\/a>\uc774\ub294 \uc774 \uc911\uc694\ud55c \uc2dc\uae30\uc5d0 \ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc640 \ubcf4\uc548\uc758 \uc911\uc694\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc81c\uc870\uc5c5\uc5d0\uc11c \ub370\uc774\ud130 \uae30\ubc18 \ud504\ub85c\uc138\uc2a4\uc758 \uc99d\uac00<\/h2>\n<p>\uc218\ud559\uc790 \ud074\ub77c\uc774\ube0c \ud5d8\ube44\uc758 \ub9d0\uc774 \ub9de\uace0 &quot;\ub370\uc774\ud130\uac00 \uc0c8\ub85c\uc6b4 \uc11d\uc720&quot;\ub77c\uba74, \uc81c\uc870\uc5c5\uccb4\ub4e4\uc740 \uc911\uc694\ud55c \uc758\uc0ac \uacb0\uc815\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uc815\ubcf4\uc758 \uae08\uad11\uc5d0 \uc548\uc8fc\ud558\uace0 \uc788\ub294 \uc148\uc785\ub2c8\ub2e4. \ub514\uc9c0\ud138 \ud601\uc2e0\uc758 \ubd80\uc0c1\uc73c\ub85c \uc81c\uc870\uc5c5\uc740 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \ub9ce\uc740 \ub370\uc774\ud130\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uc73c\uba70, IoT, \uba38\uc2e0\ub7ec\ub2dd, \ub370\uc774\ud130 \ubc0f \ubd84\uc11d\uacfc \uac19\uc740 \ud30c\uad34\uc801 \ud2b8\ub80c\ub4dc\uac00 \uc81c\uc870\uc5c5\uc5d0 \ub3c4\uc785\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/incit.org\/en\/thought-leadership\/hyper-personalisation-in-manufacturing-ushering-the-next-industrial-revolution\/\">\ucd08\uac1c\uc778\ud654<\/a>\ubaa8\ub4e0 \ud601\uc2e0 \uae30\uc220\uc740 \ubcc0\ud601\uc801\uc774\uae30\ub294 \ud558\uc9c0\ub9cc \ubd84\uc11d\ud574\uc57c \ud560 \uc5c4\uccad\ub09c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc81c\uc870\uc5c5\uc774 \ub370\uc774\ud130 \uc758\uc874\ub3c4\uac00 \ub192\uc544\uc9d0\uc5d0 \ub530\ub77c \uc815\uad50\ud55c \ubd84\uc11d \ub3c4\uad6c\uc640 \uac15\ub825\ud55c \ub370\uc774\ud130 \ubcf4\uc548 \uc870\uce58\uc5d0 \ub300\ud55c \uc218\uc694\ub3c4 \ub354\uc6b1 \ucee4\uc9c8 \uac83\uc785\ub2c8\ub2e4. 1,300\uba85\uc758 \uc81c\uc870\uc5c5 \uc784\uc6d0\uc744 \ub300\uc0c1\uc73c\ub85c \ud55c \uc5c5\uacc4 \uc124\ubb38\uc870\uc0ac\uc5d0\uc11c \uc57d <a href=\"https:\/\/www.bcg.com\/press\/14january2021-data-driven-operations-key-to-manufacturings-future\" target=\"_blank\" rel=\"noopener\">4\ubd84\uc758 3<\/a> \uae30\uc5c5\uc5d0\uc11c \ud604\uba85\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \uc704\ud574 \uace0\uae09 \ubd84\uc11d\uc774 \uc810\uc810 \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc73c\uba70, \uc774\ub294 3\ub144 \uc804\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uc911\uc694\ud574\uc9c0\uace0 \uc788\uc74c\uc744 \ud655\uc778\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc778\uc0ac\uc774\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \uc720\uc785\ub418\ub294 \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub370\uc774\ud130 \uacfc\ud559, AI, \uace0\uae09 \ubd84\uc11d\uc5d0 \ub2a5\uc219\ud55c \uc778\ub825\uc774 \ud544\uc694\ud560 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \uae30\ubc18 \ud504\ub85c\uc138\uc2a4\ub97c \uc131\uacf5\uc801\uc73c\ub85c \ub3c4\uc785\ud558\ub824\uba74 \uc81c\uc870\uc5c5\uccb4\ub294 \uba87 \uac00\uc9c0 \uc7a5\uc560\ubb3c\uc744 \uadf9\ubcf5\ud574\uc57c \ud569\ub2c8\ub2e4.<a href=\"https:\/\/hbr.org\/2016\/05\/the-biggest-challenges-of-data-driven-manufacturing\" target=\"_blank\" rel=\"noopener\">\ud558\ubc84\ub4dc \ube44\uc988\ub2c8\uc2a4 \ub9ac\ubdf0<\/a>\uc774\ub7ec\ud55c \uc7a5\uc560\ubb3c\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \ubd84\uc11d, \ud6a8\uacfc\uc801\uc778 \uacf5\uae09\ub9dd \uad00\ub9ac, \uc6f9 \uae30\ubc18 \uae30\uc220 \ubc0f \uc0dd\uc0b0 \uc6b4\uc601 \ub4f1 \ub2e4\uc591\ud569\ub2c8\ub2e4. \uadf8\ub7fc\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \ub370\uc774\ud130 \uae30\ubc18 \uc81c\uc870\ub294 \ud6a8\uc728\uc131 \ud5a5\uc0c1 \ubc0f \ud5a5\uc0c1\ub41c \uc758\uc0ac \uacb0\uc815\uacfc \uac19\uc740 \uc774\uc810\uc744 \uc81c\uacf5\ud558\uba70, \uc774\ub294 \uc5c5\uacc4\uc758 \ubbf8\ub798 \ubc1c\uc804\uc5d0 \ud544\uc218\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130\ub294 \uc5b4\ub5bb\uac8c \uc2a4\ub9c8\ud2b8\ud558\uace0 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870\ub97c \ucd09\uc9c4\ud558\ub294\uac00?<\/h2>\n<p>\uc778\ub354\uc2a4\ud2b8\ub9ac 4.0\uc740 \uc218\ub9ce\uc740 \uc9c0\uc18d \uac00\ub2a5\ud55c \uae30\ud68c\ub97c \uc5f4\uc5b4\uc8fc\uc9c0\ub9cc, \uae00\ub85c\ubc8c \ud658\uacbd, \uc0ac\ud68c, \uc9c0\ubc30\uad6c\uc870(ESG) \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \ud5cc\uc2e0\ud558\uc9c0 \uc54a\ub294 \uc81c\uc870\uc5c5\uccb4\uc5d0\uac8c\ub294 \ud574\ub85c\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc81c\uc870\uc5c5\uccb4\ub294 \ud3c9\ud310\uc744 \uc783\uac70\ub098 \uacbd\uc7c1\uc0ac\uc5d0 \ub4a4\ucc98\uc9c0\uac70\ub098 \uc5c5\uacc4\uc5d0\uc11c \ub3c4\ud0dc\ub420 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ub514\uc9c0\ud138 \ud601\uc2e0\uc744 \ud1b5\ud574 \uc5bb\uc740 \uc9c0\ub2a5\ud615 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uc81c\uc870 \uc0b0\uc5c5\uc740 \ud601\uc2e0\uc744 \uc218\uc6a9\ud558\uace0 \uc0c8\ub85c\uc6b4 \uc9c0\uc18d \uac00\ub2a5\ud55c \uae38\uc744 \uac1c\ucc99\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130\ub294 \uc2e4\uc2dc\uac04 \ubaa8\ub2c8\ud130\ub9c1, \uc608\uce21 \uc720\uc9c0\ubcf4\uc218, \uacf5\uc815 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \uc9c0\ub2a5\uc801\uc774\uace0 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870\ub97c \uc9c0\uc6d0\ud558\uc5ec \ud3d0\uae30\ubb3c \ucd5c\uc18c\ud654, \ud6a8\uc728\uc131 \ud5a5\uc0c1, \ud658\uacbd \uc601\ud5a5 \uac10\uc18c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc81c\uc870\uc5c5\uc774 \ub514\uc9c0\ud138\ud654, \ube45\ub370\uc774\ud130, \uace0\uae09 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc218\uc9d1\ub41c \ubc29\ub300\ud55c \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub2e4\uba74 \uacf5\uc815 \ucd5c\uc801\ud654\ub97c \uc9c0\uc6d0\ud558\uace0, \ud3d0\uae30\ubb3c\uc744 \uc904\uc774\uba70, \uad81\uadf9\uc801\uc73c\ub85c \uacf5\uc815\uc758 \uc9c0\uc18d\uac00\ub2a5\uc131\uc744 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc81c\uc870\uc5c5\uccb4\uac00 \ub204\ub9b4 \uc218 \uc788\ub294 \uc5ec\ub7ec \uc774\uc810 \uc911 \uc77c\ubd80\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870\ub97c \uc704\ud55c \ub370\uc774\ud130 \ud65c\uc6a9\uc758 \uc7a0\uc7ac\uc801 \uc774\uc810<\/h2>\n<p>\uae00\ub85c\ubc8c \ub4f1\ub300 \ub124\ud2b8\uc6cc\ud06c \uc81c4\ucc28 \uc0b0\uc5c5 \uc784\uc6d0 \uc124\ubb38\uc870\uc0ac\uc5d0 \ub530\ub974\uba74 4\ubd84\uc758 3 \uc774\uc0c1(<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/operations\/our%20insights\/the%20next%20chapter%20lighthouses%20shape%20the%20fourth%20industrial%20revolution\/svgz-nextchapterlighthouse-ex1.svgz?cq=50&amp;cpy=Center\" target=\"_blank\" rel=\"noopener\">77\ud37c\uc13c\ud2b8<\/a>\uc124\ubb38 \uc870\uc0ac\uc5d0 \ucc38\uc5ec\ud55c \uc784\uc6d0\uc758 99%\ub294 \uc9c0\uc18d \uac00\ub2a5\uc131, \uc0dd\uc0b0\uc131 \ub610\ub294 \ud68c\ubcf5\ub825\uc774 \ucd5c\uc6b0\uc120 \uc21c\uc704\ub77c\uace0 \ub2f5\ud588\uc73c\uba70, \ub370\uc774\ud130\ub294 \uc774 \ubaa8\ub4e0 \uc0ac\ud56d\uc758 \uac1c\uc120\uc744 \uc704\ud55c \ub3d9\uc778\uc774 \ub420 \uc218 \uc788\ub2e4\uace0 \ub2f5\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1. \ud5a5\uc0c1\ub41c \ud6a8\uc728\uc131<\/h3>\n<p>\uc81c\uc870\uc5c5\uccb4\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0dd\uc0b0 \ud504\ub85c\uc138\uc2a4\uc758 \ube44\ud6a8\uc728\uc131\uc744 \ud30c\uc545\ud558\uace0 \uc774\ub97c \ud574\uacb0\ud558\uc5ec \uc790\uc6d0 \ud65c\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ub0ad\ube44\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/incit.org\/en\/thought-leadership\/cutting-edge-data-analytics-why-newer-technologies-alone-cannot-power-the-factory-of-the-future\/\">\ub370\uc774\ud130 \ubd84\uc11d<\/a> \uc9c0\ub2a5\ud615 \uacf5\uc7a5\uc758 \ub610 \ub2e4\ub978 \ud575\uc2ec \ud2b9\uc9d5\uc740 \ub370\uc774\ud130\uac00 \uc6b4\uc601\uc5d0 \uc9c0\ub2a5\uc801\uc778 \uacc4\uce35\uc744 \ucd94\uac00\ud558\uc5ec \uae30\uc874 \ud504\ub85c\uc138\uc2a4\ub97c \uac1c\uc120\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uaca9\ucc28\ub97c \uc2e0\uc18d\ud558\uac8c \ud30c\uc545\ud558\uace0 \uc218\uc815\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h3>2. \ube44\uc6a9 \uc808\uac10<\/h3>\n<p>\ubbf8\uad6d \ud658\uacbd \ubcf4\ud638\uad6d(EPA)\uc5d0 \ub530\ub974\uba74<a href=\"https:\/\/www.epa.gov\/sustainability\/sustainable-manufacturing\" target=\"_blank\" rel=\"noopener\">\ud658\uacbd\ubcf4\ud638\uccad<\/a>), \uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870\uc5d0 \uc804\ub150\ud558\uba74 \ub370\uc774\ud130 \uae30\ubc18\uc758 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc73c\uba70, \uc5d0\ub108\uc9c0 \uc0ac\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\uace0, \ud3d0\uae30\ubb3c\uc744 \uc904\uc774\uace0, \ud504\ub85c\uc138\uc2a4 \ud6a8\uc728\uc131\uc744 \ub192\uc5ec \uc81c\uc870\uc5c5\uccb4\uac00 \uc790\uc6d0\uacfc \uc0dd\uc0b0 \ube44\uc6a9\uc744 \uc904\uc774\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3. \ud5a5\uc0c1\ub41c \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4 \ud488\uc9c8<\/h3>\n<p>\uc81c\uc870\uc5c5\uc740 \ub300\ub7b5 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/incit.org\/en\/thought-leadership\/whats-in-store-for-2024-5-top-manufacturing-trends-to-watch\/\">3\ubd84\uc758 2<\/a> \uc804 \uc138\uacc4 \ucd1d GHG \ubc30\ucd9c\ub7c9\uc758 1\/4\uc744 \ucc28\uc9c0\ud558\uc9c0\ub9cc, \ub370\uc774\ud130\uc640 \uace0\uae09 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uba74 \uc81c\uc870\uc5c5\uccb4\ub294 \uc81c\ud488\uacfc \uc11c\ube44\uc2a4\uc758 \ud488\uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uacb0\ud568\uacfc \ubc18\ud488\uc73c\ub85c \uc778\ud55c \ub0ad\ube44\ub97c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>4. \ucd5c\uc801\ud654\ub41c \uac00\uce58 \uc0ac\uc2ac<\/h3>\n<p>\ube45\ub370\uc774\ud130\ub294 \uc81c\uc870\uc5c5\uccb4\uc758 \uac00\uce58 \uc0ac\uc2ac \uac1c\uc120 \ubc0f \uac04\uc18c\ud654, \uc790\ubcf8 \uc218\uc775\ub960 \uc99d\ub300, \uc6b4\uc601 \uc9c0\uc18d\uac00\ub2a5\uc131 \uc81c\uace0 \ub4f1 \ub2e4\uc591\ud55c \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub9e5\ud0a8\uc9c0 \uae00\ub85c\ubc8c \uc5f0\uad6c\uc18c(McKinsey Global Institute)\uc758 \ubd84\uc11d\uc5d0 \ub530\ub974\uba74 \ube45\ub370\uc774\ud130 \ud65c\uc6a9 \ubc29\uc548\uc740 7\uac00\uc9c0\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/mckinsey%20digital\/our%20insights\/big%20data%20the%20next%20frontier%20for%20innovation\/mgi_big_data_full_report.pdf\" target=\"_blank\" rel=\"noopener\">\uac00\uce58 \uc0ac\uc2ac<\/a>\uc544\ub798 \uc778\ud3ec\uadf8\ub798\ud53d\uc5d0\uc11c \uc124\uba85\ud55c \ub300\ub85c:<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-35220 size-full\" src=\"https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis.png\" alt=\"\" width=\"847\" height=\"603\" srcset=\"https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis.png 847w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-300x214.png 300w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-768x547.png 768w, https:\/\/assets.incit.org\/wp-content\/uploads\/2024\/04\/14221034\/Pg-78-%E2%80%93-Source-McKinsey-Global-Institute-analysis-18x12.png 18w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870\ub97c \uc704\ud55c \ub370\uc774\ud130 \ud65c\uc6a9\uc758 \uacfc\uc81c<\/h2>\n<p>\uc5d0 \ub530\ub974\uba74 <a href=\"https:\/\/hbr.org\/2016\/05\/the-biggest-challenges-of-data-driven-manufacturing\" target=\"_blank\" rel=\"noopener\">\ud558\ubc84\ub4dc \ube44\uc988\ub2c8\uc2a4 \ub9ac\ubdf0<\/a>\ub370\uc774\ud130 \uad6c\ud604\uc740 \ub3c5\uc77c\uc758 \uc778\ub354\uc2a4\ud2b8\ub9ac 4.0, \ubbf8\uad6d\uc758 \uc0ac\ubb3c \uc778\ud130\ub137(IoT), \uadf8\ub9ac\uace0 \uc911\uad6d\uc758 \uc0ac\ubb3c\uc778\ud130\ub137(W\u00f9 Li\u00e1n W\u0103ng)\uc744 \uc8fc\ub3c4\ud588\uc2b5\ub2c8\ub2e4. \uac01 \ubd84\uc57c\ub294 \ube45\ub370\uc774\ud130\uc640 \ubd84\uc11d\uc744 \ud65c\uc6a9\ud558\uc5ec \uc81c\uc870\uc5c5\uc744 \ud601\uc2e0\ud558\ub294 \ub370 \uc9d1\uc911\ub418\uc5b4 \uc788\uc9c0\ub9cc, \ub2e4\uc74c\uacfc \uac19\uc740 \uc2ec\uac01\ud55c \uacfc\uc81c\ub4e4\uc774 \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1. \ub370\uc774\ud130 \ud1b5\ud569<\/h3>\n<p>\ub370\uc774\ud130 \ud65c\uc6a9\uc5d0 \uc788\uc5b4 \uac00\uc7a5 \ud070 \uc5b4\ub824\uc6c0 \uc911 \ud558\ub098\ub294 \ub2e4\uc591\ud55c \ucd9c\ucc98\uc5d0\uc11c \uc218\uc9d1\ub41c \uc815\ud615 \ubc0f \ube44\uc815\ud615 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uba38\uc2e0 \ub85c\uadf8, \uae30\uc5c5 \uc2dc\uc2a4\ud15c, \uc13c\uc11c\uc5d0 \ud1b5\ud569\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ucc98\ub7fc \uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc870\ud654\ub86d\uac8c \ud1b5\ud569\ud558\ub294 \uac83\uc740 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2. \ub370\uc774\ud130 \ud488\uc9c8 \ubc0f \uc815\ud655\ub3c4<\/h3>\n<p>\ub370\uc774\ud130\ub294 \uc81c\uacf5\ub418\ub294 \ub370\uc774\ud130\uc5d0 \ub530\ub77c \ud488\uc9c8\uc774 \uacb0\uc815\ub418\uba70, \uad00\ub828\uc131\uc744 \ud655\ubcf4\ud558\ub824\uba74 \uc81c\uc870 \ub370\uc774\ud130\uac00 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc13c\uc11c \uc624\ub958, \ub370\uc774\ud130 \ub204\ub77d, \ub370\uc774\ud130 \uc218\uc9d1 \ubc29\ubc95\uc758 \ubd88\uaddc\uce59\uc131 \ub4f1\uc758 \uc694\uc778\uc73c\ub85c \uc778\ud574 \ub370\uc774\ud130 \ud488\uc9c8\uc774 \ubd88\ubd84\uba85\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3. \ub370\uc774\ud130 \ubd84\uc11d \uae30\uc220<\/h3>\n<p>\ub178\ub3d9\ud1b5\uacc4\uad6d(BLS)\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uc608\uce21\ud569\ub2c8\ub2e4.<a href=\"https:\/\/www.bls.gov\/ooh\/math\/data-scientists.htm#:~:text=Employment%20of%20data%20scientists%20is,on%20average%2C%20over%20the%20decade.\" target=\"_blank\" rel=\"noopener\">36\ud37c\uc13c\ud2b8<\/a>2031\ub144\uae4c\uc9c0 \uc774 \ubd84\uc57c\uc758 \uace0\uc6a9 \uc99d\uac00\ub294 \uc608\uc0c1\ub418\uc9c0\ub9cc \ub370\uc774\ud130 \uacfc\ud559 \ud604\ud669 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74<a href=\"https:\/\/know.anaconda.com\/rs\/387-XNW-688\/images\/ANA_2022SODSReport.pdf\" target=\"_blank\" rel=\"noopener\">63\ud37c\uc13c\ud2b8<\/a>\uc751\ub2f5\uc790\uc758 60%\ub294 \ud574\ub2f9 \ubd84\uc57c\uc758 \uc778\uc7ac \ubd80\uc871\uc5d0 \ub300\ud574 \ub2e4\uc18c \uc6b0\ub824\ud558\uace0 \uc788\ub2e4\uace0 \ub2f5\ud588\uc2b5\ub2c8\ub2e4. \uc790\uaca9\uc744 \uac16\ucd98 \ub370\uc774\ud130 \ubd84\uc11d\uac00\uac00 \ubd80\uc871\ud558\uae30 \ub54c\ubb38\uc5d0 \ubaa8\ub4e0 \uc81c\uc870\uc5c5\uccb4\uac00 \ube45\ub370\uc774\ud130\ub97c \uc81c\ub300\ub85c \ubd84\uc11d\ud558\uc5ec \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud560 \uc218 \uc788\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<h3>4. \ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638<\/h3>\n<p>\ub370\uc774\ud130 \uc218\uc9d1\uc774 \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \ub370\uc774\ud130 \uce68\ud574 \uc704\ud5d8\ub3c4 \uae09\uc99d\ud569\ub2c8\ub2e4. <a href=\"https:\/\/incit.org\/en\/thought-leadership\/developing-cyber-resilience-in-an-increasingly-interconnected-manufacturing-industry\/\">\ub79c\uc12c\uc6e8\uc5b4 \uacf5\uaca9<\/a>\uad6d\uac00 \ucc28\uc6d0\uc758 \uc0ac\uc774\ubc84 \uacf5\uaca9\uacfc \ubd84\uc0b0 \uc11c\ube44\uc2a4 \uac70\ubd80(DDoS) \uacf5\uaca9\uc774 \uc99d\uac00\ud558\uace0 \uc788\uc73c\ubbc0\ub85c \uc81c\uc870\uc5c5\uccb4\ub294 \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\uae30 \uc704\ud574 \uac15\ub825\ud55c \ubcf4\uc548 \uc870\uce58\ub97c \ub9c8\ub828\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc81c\uc870\uc5c5\uc758 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4<\/h2>\n<p>\uc81c\uc870\uc5c5 \ub0b4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uc9c0\ub2a5\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uba74 \uc9c0\uc18d \uac00\ub2a5\ud55c \uc6d0\uce59\uc744 \ucc44\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \ubfd0\ub9cc \uc544\ub2c8\ub77c, \ube44\uc6a9 \uc808\uac10, \uc0dd\uc0b0\uc131 \ud5a5\uc0c1, ESG \uc6d0\uce59 \uc900\uc218 \ub4f1 \uadc0\uc911\ud55c \uc774\uc810\uc744 \uc81c\uacf5\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8, \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub97c \uc6b0\uc120\uc2dc\ud574\uc57c \ud569\ub2c8\ub2e4. \uc815\ubd80\uc758 \uacbd\uace0\uc5d0 \uadc0 \uae30\uc6b8\uc774\uc9c0 \uc54a\ub294 \uc81c\uc870\uc5c5\uccb4\ub294 \ubc8c\uae08, \ud3c9\ud310 \uc190\uc0c1, \uadf8\ub9ac\uace0 \uad81\uadf9\uc801\uc73c\ub85c \uc0ac\uc5c5 \uc2e4\ud328\ub77c\ub294 \ub9c9\ub300\ud55c \ub300\uac00\ub97c \uce58\ub974\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc704\ud5d8\uc744 \ud53c\ud558\uae30 \uc704\ud574 \uc81c\uc870\uc5c5\uccb4\ub294 \ud68c\uc0ac \uc804\uccb4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uba85\ud655\ud55c \uc815\ucc45, \uc808\ucc28 \ubc0f \ucc45\uc784\uc744 \uc815\uc758\ud558\ub294 \uac15\ub825\ud55c \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \uae30\ubc18\uc744 \uac16\ucdb0\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc9c0\uc18d \uac00\ub2a5\ud55c \uc81c\uc870 \ubd84\uc57c\uc758 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \ubcf4\uc548\uc758 \ubbf8\ub798<\/h2>\n<p>\uc81c\uc870\uc5c5\uc740 \uc804\ud1b5\uc801\uc73c\ub85c<a href=\"https:\/\/www.mckinsey.com\/~\/media\/mckinsey\/business%20functions\/mckinsey%20digital\/our%20insights\/big%20data%20the%20next%20frontier%20for%20innovation\/mgi_big_data_full_report.pdf\" target=\"_blank\" rel=\"noopener\">\uc0dd\uc0b0\uc131 \uc120\uad6c\uc790<\/a>\uc774\uc81c \uc804\ub840 \uc5c6\ub294 \uaddc\ubaa8\uc758 \ube45\ub370\uc774\ud130\uc640 \ub9c9\ub300\ud55c \uc774\uc775\uc744 \ucc3d\ucd9c\ud560 \uc778\ub354\uc2a4\ud2b8\ub9ac 4.0 \uc2dc\ub300\ub85c \uc811\uc5b4\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774 \uc0b0\uc5c5\uc774 \ud655\uc7a5\ub41c \uacf5\uae09\ub9dd\uc744 \ud2b9\uc9d5\uc73c\ub85c \ud558\ub294 \uae00\ub85c\ubc8c \ud65c\ub3d9\uc73c\ub85c \ud655\uc7a5\ub428\uc5d0 \ub530\ub77c \uc704\ud5d8 \uc694\uc18c \ub610\ud55c \ucee4\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\uc640 \ubcf4\uc548\uc740 ESG \uac00\uce58\uc640 \uc9c0\uc18d\uac00\ub2a5\uc131 \uc2e4\ucc9c \ubc0f \uc774\ub2c8\uc154\ud2f0\ube0c\ub97c \ud3ec\ud568\ud558\ub294 \uc81c\uc870\uc5c5 \ud601\uc2e0\uc5d0 \uc911\ucd94\uc801\uc778 \uc5ed\ud560\uc744 \ud560 \uac83\uc785\ub2c8\ub2e4. \uc774\uc5d0 \ub530\ub77c \uc81c\uc870\uc5c5\uccb4\ub294 \ub370\uc774\ud130 \ubcf4\ud638 \uae30\uc220\uc5d0 \uc2e0\uc18d\ud558\uac8c \ud22c\uc790\ud558\uace0 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \uc9c0\uc18d\uac00\ub2a5\ud55c \uc81c\uc870\uc5c5\uc758 \ubbf8\ub798\ub294 \ud55c\ubc1c \uc55e\uc11c \ub098\uac00 \ub370\uc774\ud130\uc758 \uc548\uc804\uacfc \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ubcf4\uc7a5\ud558\uba74\uc11c \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uc0ac\ub78c\ub4e4\uc5d0 \uc758\ud574 \uc124\uacc4\ub420 \uac83\uc774\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc774\ub97c \uc704\ud55c \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 \ub2f9\uc0ac\uc758 \uc0ac\uba85\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624.<a href=\"https:\/\/incit.org\/ko\/who-we-are\/\">\uc5ec\uae30<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>Industry 4.0 is widely recognised to have originated in 2011, and now, after over ten years, the manufacturing sector is well and truly in the midst of a data-driven revolution. According to a\u202fWorld Economic Forum\u202fwhitepaper, Industry 4.0 will spur enterprises to join forces in interconnected value networks to leverage data and analytics applications to fuel [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":35223,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[92,106,22,27,107],"class_list":["post-25129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-cybersecurity","tag-data-privacy","tag-digital-transformation","tag-mainspotlight","tag-security"],"acf":{"topic":"cybersecurity"},"_links":{"self":[{"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/posts\/25129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/comments?post=25129"}],"version-history":[{"count":3,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/posts\/25129\/revisions"}],"predecessor-version":[{"id":37887,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/posts\/25129\/revisions\/37887"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/media\/35223"}],"wp:attachment":[{"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/media?parent=25129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/categories?post=25129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/ko\/wp-json\/wp\/v2\/tags?post=25129"}],"curies":[{"name":"\uc6cc\ub4dc\ud504\ub808\uc2a4","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}