{"id":767,"date":"2025-06-25T20:29:10","date_gmt":"2025-06-25T20:29:10","guid":{"rendered":"https:\/\/mediwhale.stage.studio-jt.co.kr\/kr\/?post_type=openroles&#038;p=767"},"modified":"2025-07-23T17:43:12","modified_gmt":"2025-07-23T08:43:12","slug":"ml-engineer","status":"publish","type":"openroles","link":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/openroles\/ml-engineer\/","title":{"rendered":"\uba38\uc2e0\ub7ec\ub2dd \uc5d4\uc9c0\ub2c8\uc5b4"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">\ud68c\uc0ac \uc18c\uac1c:<\/h4>\n\n\n\n<p>\uba54\ub514\uc6e8\uc77c\uc740 \ub9dd\ub9c9 \ubc14\uc774\uc624\ub9c8\ucee4\ub97c \ud65c\uc6a9\ud558\uc5ec \uc2ec\ud608\uad00, \uc2e0\uc7a5, \ub300\uc0ac\uc131 \uc9c8\ud658 (CVRM) \uc704\ud5d8\uc744 \uc608\uce21\ud558\ub294 AI \ud5ec\uc2a4\ucf00\uc5b4 \uae30\uc5c5\uc785\ub2c8\ub2e4. \ub208\uc740 \ube44\uce68\uc2b5\uc801\uc73c\ub85c \ud608\uad00\uc744 \uc9c1\uc811 \uad00\ucc30 \ud560 \uc218 \uc788\ub294 \uc720\uc77c\ud55c \uc778\uccb4 \uae30\uad00\uc774\uba70, \uc774\ub294 \uc2e0\uccb4 \uac74\uac15\uc5d0 \ub300\ud55c \uc911\uc694\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uba54\ub514\uc6e8\uc77c\uc740 \ubbf8\ub798\uc758 \uac74\uac15 \uc704\ud5d8\ub3c4\ub97c \uc9c4\ub2e8\ud558\ub294 \ub9dd\ub9c9 \uae30\ubc18 AI \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 \uae30\uc5c5\uc73c\ub85c \uad6d\ub0b4 \uc758\ub8cc\uae30\uae30 \ud5c8\uac00\ub97c 2022\ub144 8\uc6d4 \ud68d\ub4dd\ud558\uc600\uace0 2023\ub144 6\uc6d4\ubd80\ud130 \uc758\ub8cc\uae30\uad00\uc5d0\uc11c \ube44\uae09\uc5ec \ucc98\ubc29\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uba54\ub514\uc6e8\uc77c\uc758 \ubaa9\ud45c\ub294 \uc9c4\ubcf4\ub41c \ub370\uc774\ud130 \ubc0f AI \uae30\uc220\uc744 \uae30\ubc18\uc73c\ub85c \uc758\uc0ac\uc640 \ud658\uc790 \uc0ac\uc774\uc758 \uc758\ub8cc \uaca9\ucc28\ub97c \uc904\uc774\uace0, \uac1c\uc778\ud654\ub418\uace0 \uc9c0\uc18d \uac00\ub2a5\ud55c \ud5ec\uc2a4\ucf00\uc5b4\ub85c\uc758 \uc804\ud658\uc744 \uac00\uc18d\ud654\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uba54\ub514\uc6e8\uc77c\uc740 \uc774\ub7ec\ud55c \ube44\uc804\uc744 \ud604\uc2e4\ud654\ud558\uae30 \uc704\ud55c \ub300\uaddc\ubaa8 AI \ud50c\ub7ab\ud3fc\uc744 \uad6c\ucd95\ud558\uace0 \uc788\uc73c\uba70, ML \uc5d4\uc9c0\ub2c8\uc5b4\ub294 \uad11\ubc94\uc704\ud55c \uc758\ub8cc \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uace0\ub3c4\ud654\ub41c ML \ubaa8\ub378\uc744 \uc124\uacc4, \ud559\uc2b5, \ubc0f \ubc30\ud3ec\ud558\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \ud2b9\ud788 \ub370\uc774\ud130 \uc0ac\uc774\uc5b8\ud2f0\uc2a4\ud2b8 \ubc0f \uc758\ub8cc \uc804\ubb38\uac00\ub4e4\uacfc\uc758 \uae34\ubc00\ud55c \ud611\uc5c5\uc744 \ud1b5\ud574 \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud558\uba70, \uc81c\ud488\uc758 \uc804\ubc18\uc801\uc778 \uac00\uce58\ub97c \uadf9\ub300\ud654\ud558\ub294 \ub370 \uae30\uc5ec\ud569\ub2c8\ub2e4. \ub610\ud55c \ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\uc640 \ud611\uc5c5\ud558\uc5ec \uccb4\uacc4\uc801\uc774\uba70 \uc790\ub3d9\ud654\ub41c MLOps \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uad6c\ucd95\ud558\uc5ec, \uc81c\ud488\uc758 \ub04a\uc784\uc5c6\ub294 \ud655\uc7a5\uacfc \uac1c\uc120\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\ub7ec\ud55c \ubcc0\ud654\uc758 \uae38\ubaa9\uc5d0\uc11c, \uba54\ub514\uc6e8\uc77c\uc758 \uc57c\uc2ec\ucc2c \uc5ec\uc815\uc744 \uc8fc\ub3c4\ud558\uace0 \uc758\ub8cc \uc0b0\uc5c5\uc758 \uc9c0\ud615\uc744 \ubc14\uafc0 ML\uc5d4\uc9c0\ub2c8\uc5b4\ub97c \ucd08\ub300\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\uc5ed\ud560:<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uad11\ubc94\uc704\ud55c \uc758\ub8cc \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ub300\uaddc\ubaa8 ML \ubaa8\ub378\uc744 \uc124\uacc4, \ud559\uc2b5, \ud29c\ub2dd \ubc0f \ubc30\ud3ec\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ucd5c\uc2e0 MLOps \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec production \ud658\uacbd\uc5d0\uc11c\uc758 \ubaa8\ub378 \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130 \uc0ac\uc774\uc5b8\ud2f0\uc2a4\ud2b8 \ubc0f \uc758\ub8cc \uc804\ubb38\uac00\uc640 \ud611\ub825\ud558\uc5ec \ubaa8\ub378\uc758 \uc815\ud655\uc131\uacfc \ud6a8\uc728\uc131\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc81c\ud488\uc758 \uac00\uce58\ub97c \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130 \uc5d4\uc9c0\ub2c8\uc5b4\uc640 \uae34\ubc00\ud788 \ud611\ub825\ud558\uc5ec \uccb4\uacc4\uc801\uc774\uace0 \uc790\ub3d9\ud654\ub41c ML \ud559\uc2b5, \uac80\uc99d, \ubc0f \ubc30\ud3ec \ud504\ub85c\uc138\uc2a4\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>\uc790\uaca9\uc694\uac74:<\/strong><\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python \ubc0f ML Framework (Tensorflow, PyTorch, Lightning, etc.) \uc219\ub828\ub3c4<\/li>\n\n\n\n<li>\ub525\ub7ec\ub2dd \ubaa8\ub378\uacfc \uc54c\uace0\ub9ac\uc998\uc5d0 \ub300\ud55c \uc774\ud574<\/li>\n\n\n\n<li>ML Lifecycle \ubc0f MLOps\uc5d0 \ub300\ud55c \uc774\ud574<\/li>\n\n\n\n<li>\uae4a\uc774 \uc788\ub294 \ud1b5\uacc4 \ubc0f ML \uc9c0\uc2dd<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>\uc6b0\ub300\uc0ac\ud56d:<\/strong><\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AWS, Azure, GCP \ub4f1 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc \uacbd\ud5d8<\/li>\n\n\n\n<li>ML \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc81c\ud488\ud654 \uacbd\ud5d8<\/li>\n\n\n\n<li>MLOps \ub3c4\uad6c \ubc0f \ud504\ub85c\uc138\uc2a4\uc5d0 \ub300\ud55c \uacbd\ud5d8<\/li>\n\n\n\n<li>\ubc84\uc804 \uad00\ub9ac\uc640 \ud611\uc5c5\uc744 \uc704\ud55c Git\/Github \uacbd\ud5d8<\/li>\n\n\n\n<li>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \ucee8\ud14c\uc774\ub108\ud654 \ubc0f \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \uc704\ud55c Docker\/Docker Compose \uacbd\ud5d8<\/li>\n\n\n\n<li>\uc758\ub8cc\/\ud5ec\uc2a4\ucf00\uc5b4 \ub370\uc774\ud130 \uad00\ub828 \uacbd\ud5d8<\/li>\n\n\n\n<li>AI \uad00\ub828 \ubd84\uc57c \ub17c\ubb38 \ucd9c\ud310 \uae30\ub85d \ub610\ub294 \ud559\uc220\uc801 \uc131\uacfc<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>\uadfc\ubb34\ud658\uacbd:<\/strong><\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc720\uc5f0\ud55c \uadfc\ubb34\uc870\uac74 (\uc2dc\ucc28\ucd9c\ud1f4\uadfc\uc81c \ubc0f \uc8fc 2\ud68c \uc7ac\ud0dd\uadfc\ubb34 \uac00\ub2a5)\u00a0<\/li>\n\n\n\n<li>\uc810\uc2ec \uc2dd\ub300 (\uadfc\ubb34\uc7a5\uc18c \ubd88\ubb38), \ucee4\ud53c, \uc74c\ub8cc, \uac04\uc2dd \uc9c0\uc6d0<\/li>\n\n\n\n<li>\uc885\ud569\uac74\uac15\uac80\uc9c4 \uc5f01\ud68c \uc81c\uacf5<\/li>\n\n\n\n<li>\ubc95\uc815\uc5f0\ucc28\ud734\uac00 \uc678 \ubc31\uc2e0 \ud734\uac00, \uc0dd\uc77c \ud734\uac00, \uacbd\uc870 \ud734\uac00 \ub4f1 \ucd94\uac00 \uc81c\uacf5<\/li>\n\n\n\n<li>\uc5c5\ubb34 \uad00\ub828 \ub3c4\uc11c, \uc9c1\ubb34 \uad00\ub828 \uac15\uc758 \uc9c0\uc6d0<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>\ucc44\uc6a9 \uc808\ucc28:<\/strong><\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc11c\ub958 &#8211; 1\ucc28 \uc778\ud130\ubdf0 &#8211; 2\ucc28 \uc778\ud130\ubdf0 &#8211; \ucd5c\uc885\ud569\uaca9<\/li>\n\n\n\n<li>\ucc44\uc6a9\uc11c\ub958: \uc790\uc720 \uc591\uc2dd (\uc774\ub825\uc11c \ud3ec\ud568)\n<ul class=\"wp-block-list\">\n<li>\uba54\ub514\uc6e8\uc77c \uc9c0\uc6d0 \ub3d9\uae30, \uc9c1\ubb34 \uc9c0\uc6d0 \ub3d9\uae30, \uc9c1\ubb34 \uac15\uc810 \ub4f1\uc744 \uc5b4\ud544\ud574 \uc8fc\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\uc778\ud130\ubdf0: \uba74\uc811\uc740 \uac01 30\ubd84 ~ 50\ubd84 \ub0b4\uc678 \uc18c\uc694 \uc608\uc815 \uba54\ub514\uc6e8\uc77c\uc744 \uc9e7\uac8c \uc18c\uac1c\ud558\ub294 \uc2dc\uac04\uc744 \uac00\uc9c0\uba70, \uc11c\ub958\uc804\ud615 \ud569\uaca9\uc790 \ubd84\ub4e4\uc744 \ub300\uc0c1\uc73c\ub85c \uc9c1\ubb34\uc640 \ud68c\uc0ac \uc801\ud569\uc131\uc744 \uc54c\uc544\ubcf4\ub294 \uc2dc\uac04\uc744 \uac00\uc9c8 \uc608\uc815\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\uba54\ub514\uc6e8\uc77c\uc740 ML \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \uba54\ub514\uc6e8\uc77c\uc758 AI \uc9c4\ub2e8 \uc194\ub8e8\uc158\uc744 \ubc1c\uc804\uc2dc\ud0a4\uace0 \ube44\uc804\uc744 \ub2ec\uc131\ud558\ub294\ub370 \uc911\ucd94\uc801\uc778 \uc5ed\ud560\uc744 \uc218\ud589\ud560 \uac83\uc784\uc744 \ud655\uc2e0\ud569\ub2c8\ub2e4. \uba54\ub514\uc6e8\uc77c\uc740 \uc5ec\ub7ec\ubd84\ub4e4\uc774 \uc5c5\ubb34\uc5d0 \ubab0\uc785\ud558\uace0 \uc0c8\ub85c\uc6b4 \ud601\uc2e0\uacfc \uc2e4\uc9c8\uc801\uc778 \uc131\uacfc\ub97c \uc774\ub8f0 \uc218 \uc788\ub294 \ucd5c\uc0c1\uc758 \ud658\uacbd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c, \uacbd\uc7c1\ub825 \uc788\ub294 \ubcf4\uc0c1\uacfc \ub2e4\uc591\ud55c \ubcf5\uc9c0 \ud61c\ud0dd, \uadf8\ub9ac\uace0 \uc9c1\uc6d0\ub4e4\uc758 \ub178\uace0\ub97c \ub192\uc774 \ud3c9\uac00\ud558\uace0 \uc7a5\ub824\ub418\ub294 \uc720\uc5f0\ud55c \uc5c5\ubb34\ud658\uacbd\uc744 \ud1b5\ud574 \uc9c1\uc6d0\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uba54\ub514\uc6e8\uc77c\uc5d0 \ud569\ub958\ud558\uc5ec \ub370\uc774\ud130 \ud65c\uc6a9\ud574 \uc870\uae30\uc5d0 \uc9c8\ubcd1\uc744 \uc608\ubc29\ud558\uace0 \uc0dd\uba85\uc744 \uad6c\ud558\ub294 \ub514\uc9c0\ud138 \ud5ec\uc2a4\ucf00\uc5b4 \uc0b0\uc5c5\uc758 \ubcc0\ud654\ub97c \uc120\ub3c4\ud558\ub294\ub370 \ud568\uaed8\ud574 \uc8fc\uc2dc\uae30\ub97c \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"template":"","openroles_categories":[61],"class_list":["post-767","openroles","type-openroles","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/openroles\/767","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/openroles"}],"about":[{"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/types\/openroles"}],"version-history":[{"count":5,"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/openroles\/767\/revisions"}],"predecessor-version":[{"id":1388,"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/openroles\/767\/revisions\/1388"}],"wp:attachment":[{"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/media?parent=767"}],"wp:term":[{"taxonomy":"openroles_categories","embeddable":true,"href":"https:\/\/mediwhale.stage.studio-jt.co.kr\/ko\/wp-json\/wp\/v2\/openroles_categories?post=767"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}