{"id":7824,"date":"2025-11-18T12:36:01","date_gmt":"2025-11-18T07:06:01","guid":{"rendered":"https:\/\/www.testleaf.com\/blog\/?post_type=web-story&#038;p=7824"},"modified":"2025-11-18T12:36:02","modified_gmt":"2025-11-18T07:06:02","slug":"azure-data-engineer-roadmap-for-2026","status":"publish","type":"web-story","link":"https:\/\/www.testleaf.com\/blog\/web-stories\/azure-data-engineer-roadmap-for-2026\/","title":{"rendered":"Azure Data Engineer Roadmap for 2026"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link href=\"https:\/\/fonts.googleapis.com\/css2?display=swap&amp;family=Roboto%3Awght%40700\" rel=\"stylesheet\"\/><link 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2026\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\"><\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2022\/05\/favicon-300x300.png\"><a href=\"https:\/\/www.testleaf.com\/blog\/azure-data-engineer-roadmap-2026-guide\/?utm_source=Web-Story&amp;utm_medium=Organic&amp;utm_campaign=Web_Story\" rel=\"\">Learn more<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"63e86d29-a9fe-43ab-b511-ece5f886bb6b\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e32c1ed0-d883-4454-9c7f-d20a498c2737 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-61223b47-10fc-40c1-b15e-8cc2953bd76b\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -914.38744%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 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id=\"anim-61223b47-10fc-40c1-b15e-8cc2953bd76b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -914.38744%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.564102564102564% 2.564102564102564% 2.564102564102564% 2.564102564102564%\" id=\"el-72b3dc5c-2a52-4048-82f7-9ff60cc6873a\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14685522151898756% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Master the Core Fundamentals<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"fba1db27-1c6e-4d26-bea5-e70bf74eac43\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-37b487f3-19a1-4bb8-8403-d93606e09f5f [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-57d1d7a3-23de-47e5-9d63-a92e27db1d89\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -902.81307%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, 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srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-2.jpg 720w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-2-576x1024.jpg 576w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-2-169x300.jpg 169w,https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-2-150x267.jpg 150w\" sizes=\"(min-width: 1024px) 45vh, 100vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.50485%;top:93.3657%;width:76.69903%;height:12.78317%;opacity:1\">\n<div id=\"anim-57d1d7a3-23de-47e5-9d63-a92e27db1d89\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -902.81307%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6329113924050633% 0.6329113924050633% 0.6329113924050633% 0.6329113924050633% \/ 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533%\" id=\"el-fa9fc2b0-902c-4ef8-b8a8-2353d1746214\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.14685522151898756% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn Modern Azure Storage Services<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"20b8491d-3280-4dbf-b7c3-1c59ffecbd39\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e0fcfa2c-2830-4a91-b465-6b5bf86922e2 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-658efc0f-6907-4eb8-bebf-3f9100c3f634\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -911.82329%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 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class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#bebbbb\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-e0fcfa2c-2830-4a91-b465-6b5bf86922e2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-ed700e8a-05c0-47a6-8699-71e68309f197\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-3.jpg\" alt=\"Azure Data Engineer Roadmap for 2026 (3)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-3.jpg 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -911.82329%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.547945205479452% 0.547945205479452% 0.547945205479452% 0.547945205479452% \/ 2.564102564102564% 2.564102564102564% 2.564102564102564% 2.564102564102564%\" id=\"el-a43c2767-aaac-4315-b39d-c473bd46d6e5\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1271404109589043% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Build Data Pipelines With Azure Data Factory<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"51ecab35-18d4-4a6a-8aeb-3fcff1b6d78e\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-4edb0fab-d4d7-4f4b-bcae-6989eff687e4 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a272044e-51cf-45fb-baf9-6152bfb4fec9\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -901.54719%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 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class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#2f4250\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-4edb0fab-d4d7-4f4b-bcae-6989eff687e4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-25dccd09-201a-4b8b-8be5-bd02369c0250\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-4.jpg\" alt=\"Azure Data Engineer Roadmap for 2026 (4)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-4.jpg 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -901.54719%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.547945205479452% 0.547945205479452% 0.547945205479452% 0.547945205479452% \/ 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533%\" id=\"el-58993527-aa40-481f-9e25-3fe66a2fbe83\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1271404109589043% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn Apache Spark on Azure<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"20342efb-289a-4675-9a9f-31066626ea20\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-e2809210-ec9b-4026-bc09-40fea5202921 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-92194f52-97b7-4e37-842d-69f606b256c6\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -901.54719%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -253.515069828%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 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class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-e2809210-ec9b-4026-bc09-40fea5202921\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-b690f762-b8be-46f4-8b99-9d03ee3eae55\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-5.jpg\" alt=\"Azure Data Engineer Roadmap for 2026 (5)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-5.jpg 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style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0, -901.54719%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.547945205479452% 0.547945205479452% 0.547945205479452% 0.547945205479452% \/ 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533%\" id=\"el-1bfc27cd-19bc-4839-8178-dc71e15b1632\">\n<h2 class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1271404109589043% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.533981em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Master Azure Analytics &amp; Real-Time Processing<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"5df12734-b168-4e37-a982-4959e4f29a8b\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-ed31da3e-a890-446f-a6df-a8c78af6b18b [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-706efd3d-a483-42b8-a68e-db769cefffc6\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -1731.33894%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, 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class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#c29cc2\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div id=\"anim-ed31da3e-a890-446f-a6df-a8c78af6b18b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-743b69b2-92ef-4b4b-9ca4-ddfa505cd0fe\">\n<div style=\"position:absolute;width:100%;height:100%;left:0%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-6.jpg\" alt=\"Azure Data Engineer Roadmap for 2026 (6)\" srcSet=\"https:\/\/www.testleaf.com\/blog\/wp-content\/uploads\/2025\/11\/Azure-Data-Engineer-Roadmap-for-2026-6.jpg 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id=\"6f473809-be69-4eb9-8b55-84d2fda0068e\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-c6cddb5a-c8a5-4b71-b866-b77cc204a666 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(0%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":2000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2c807e78-c507-4fb1-b361-5a95dbd4a0c4\",\"keyframes\":[{\"offset\":0,\"transform\":\"translate3d(0, -905.34468%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 1)\"},{\"offset\":0.29,\"transform\":\"translate3d(0, 0%, 0)\",\"easing\":\"cubic-bezier(0, 0, .5, 1)\"},{\"offset\":0.45,\"transform\":\"translate3d(0, -254.58292401600002%, 0)\",\"easing\":\"cubic-bezier(.5, 0, 1, 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