{"id":16139,"date":"2024-11-29T05:17:55","date_gmt":"2024-11-29T05:17:55","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=16139"},"modified":"2024-11-29T05:17:59","modified_gmt":"2024-11-29T05:17:59","slug":"etl-vs-elt","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/etl-vs-elt\/","title":{"rendered":"ETL vs. ELT: Choosing the Right Data Integration Method"},"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=Poppins%3Awght%40400%3B700&amp;family=Roboto\" rel=\"stylesheet\"\/><link 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poster-portrait-src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/cropped-ETL-vs-ELT.png\"><amp-story-page id=\"52bfcd8e-6f0d-451c-9b2c-4412916f2d42\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#1a4b6f\">\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 style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-43ab69f6-54bb-4e37-99a0-e4bb14a8f9d5\">\n<div style=\"position:absolute;width:135%;height:100%;left:-17.5%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-scaled.jpg\" alt=\"3d-rendering-blockchain-technology\" 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550w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-380x500.jpg 380w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-300x395.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-255x336.jpg 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-228x300.jpg 228w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-200x263.jpg 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-150x198.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/3d-rendering-blockchain-technology-110x145.jpg 110w\" sizes=\"(min-width: 1024px) 61vh, 135vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:linear-gradient(0.5turn, rgba(0,0,0,0) 0%, rgba(0,0,0,0.48) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:linear-gradient(0.5turn, rgba(0,0,0,0) 0%, rgba(0,0,0,0.48) 100%)\"><\/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:38.47087%;top:0;width:23.05825%;height:5.33981%;opacity:1\">\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-c9f42fe0-1c0e-4062-879d-7fe649264e92\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:88.99676%;width:76.69903%;height:6.79612%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-f2aa6ad9-5a6c-47f2-a9dc-9d81bbd95efa\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.5063291139240506% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff7e1\">Choosing the Right Data Integration Method<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:77.18447%;width:76.69903%;height:13.1068%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-ab5aea81-fd7c-4998-8fe0-d1f853395f8d\">\n<h1 id=\"etl-vs-elt\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.753164556962023% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.938511em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff7e1\">ETL vs. ELT<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"f88362ba-6534-4968-b65a-621ca0c4e574\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-020f6c17-4ac1-4372-8498-16f8521c62e5\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-07d65e3c-1573-4619-9d37-666edf339a1a\",\"keyframes\":{\"transform\":[\"translate3d(0px, 370.41835%, 0)\",\"translate3d(0px, 0px, 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disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:63.1068%;width:76.69903%;height:12.45955%;opacity:1\">\n<div id=\"anim-020f6c17-4ac1-4372-8498-16f8521c62e5\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-07d65e3c-1573-4619-9d37-666edf339a1a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 370.41835%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-00fb4c6a-0b06-4379-8fbd-c4bfb5c85966\">\n<h2 id=\"introduction-to-etl-and-elt\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Introduction to ETL and ELT<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:75.56634%;width:76.69903%;height:11.32686%;opacity:1\">\n<div id=\"anim-143de1fd-4a05-47be-9566-115b452bd5a6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-7f6c3979-d005-4002-aa66-ff7fb6ca67e8\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 297.46037%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-5993c5fa-bf18-485d-a5b0-d7f00ccd2dc1\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) are crucial data integration methods.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"ef482323-2e92-411a-8cc8-00ba681977d5\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d70e7caf-c8b7-4f22-a79c-f415ef0edc8b\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-1804a23e-1139-4972-a848-f035c42184c6\",\"keyframes\":{\"transform\":[\"translate3d(-100%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b4e43041-ac09-4500-8ab9-9187d0fa9c19\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9811c056-ddcc-4885-bf68-66a02f06a352\",\"keyframes\":{\"transform\":[\"translate3d(0px, 648.23238%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-9de48dfe-3ef7-408f-8d3b-32bc46e38a63\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":150,\"duration\":1001,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-5beb54ef-76d7-409d-8d87-ed5c1716213b\",\"keyframes\":{\"transform\":[\"translate3d(0px, 344.60318%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":150,\"duration\":1001,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-6a31aef6-2980-4560-846b-7b8833240f5a [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(-3.552713678800501e-15%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#6abfe6\">\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-6a31aef6-2980-4560-846b-7b8833240f5a\" 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-499b46e2-3964-47d8-bdf0-2e4c1d666ed8\">\n<div style=\"position:absolute;width:413.3616%;height:100%;left:-156.6808%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-scaled.jpg\" alt=\"website-hosting-concept-with-circuits\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-2048x881.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-1536x660.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-1160x499.jpg 1160w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-1024x440.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/website-hosting-concept-with-circuits-800x344.jpg 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style=\"background-image:linear-gradient(0.5turn, rgba(0,0,0,0) 0%, rgba(0,0,0,0.24) 100%)\"><\/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:0;top:61.65049%;width:96.35922%;height:47.57282%;opacity:1\">\n<div id=\"anim-d70e7caf-c8b7-4f22-a79c-f415ef0edc8b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-1804a23e-1139-4972-a848-f035c42184c6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-100%, 0px, 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-48db92c4-b175-4003-8369-022b6f5a6c67\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.8);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:38.47087%;top:0;width:23.05825%;height:5.33981%;opacity:1\">\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-aaff46db-94e6-4d16-a8f9-4e11085e6055\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:63.1068%;width:76.69903%;height:7.11974%;opacity:1\">\n<div id=\"anim-b4e43041-ac09-4500-8ab9-9187d0fa9c19\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-9811c056-ddcc-4885-bf68-66a02f06a352\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 648.23238%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-dd68d965-dc5b-428a-89ca-1ad546a6254f\">\n<h2 id=\"what-is-etl\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">What is ETL?<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:70.22654%;width:76.69903%;height:11.32686%;opacity:1\">\n<div id=\"anim-9de48dfe-3ef7-408f-8d3b-32bc46e38a63\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-5beb54ef-76d7-409d-8d87-ed5c1716213b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 344.60318%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-1193e542-ea02-4f4d-9abd-8b67f8aad31d\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">ETL = Extract, Transform, Load.<\/span><br \/>\n<span style=\"color: #fff\">It involves extracting data from various sources.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"dd8df36f-4fb6-4df0-a86f-74bc1480e984\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-6bbca254-aa40-4976-9481-aec0c8d9e9b9\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-6b154453-fdcd-4870-a25e-86ea3fdc1468\",\"keyframes\":{\"transform\":[\"translate3d(-100%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-017cc9a6-eb9b-4710-92d4-058c9a026ebf\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-0980bb7b-30d7-47ad-9f5b-82f2bff776f3\",\"keyframes\":{\"transform\":[\"translate3d(0px, 648.23238%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-cb114c1d-3537-48d8-9e74-573d1c9a9004\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":150,\"duration\":1001,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation 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100%)\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-image:linear-gradient(0.5turn, rgba(0,0,0,0) 0%, rgba(0,0,0,0.24) 100%)\"><\/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:0;top:61.65049%;width:96.35922%;height:47.57282%;opacity:1\">\n<div id=\"anim-6bbca254-aa40-4976-9481-aec0c8d9e9b9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-6b154453-fdcd-4870-a25e-86ea3fdc1468\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-100%, 0px, 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-852c8d61-8297-4f90-9c71-396fd4d9cbcc\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.8);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:38.47087%;top:0;width:23.05825%;height:5.33981%;opacity:1\">\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-e4b29a11-98c0-4282-8d4b-dbef01fb1a1b\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:63.1068%;width:76.69903%;height:7.11974%;opacity:1\">\n<div id=\"anim-017cc9a6-eb9b-4710-92d4-058c9a026ebf\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-0980bb7b-30d7-47ad-9f5b-82f2bff776f3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 648.23238%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-4275bf16-fba9-4103-94d9-2f1f1ee4ce97\">\n<h2 id=\"the-etl-process\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">The ETL Process<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:70.22654%;width:76.69903%;height:26.86084%;opacity:1\">\n<div id=\"anim-cb114c1d-3537-48d8-9e74-573d1c9a9004\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-236405b1-ac75-4595-a4ba-9ee7c21dc4ac\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 145.31459%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-3423c32e-e1cf-4b85-8060-4772bdfd0b9f\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">The ETL process consists of three main steps:<\/span><br \/>\n<span style=\"color: #fff\">1. <\/span><span style=\"font-weight: 700; color: #fff\">Extract<\/span><span style=\"color: #fff\"> the Data from different sources.<\/span><br \/>\n<span style=\"color: #fff\">2. <\/span><span style=\"font-weight: 700; color: #fff\">Transform<\/span><span style=\"color: #fff\"> the Data for consistency.<\/span><br \/>\n<span style=\"color: #fff\">3. <\/span><span style=\"font-weight: 700; color: #fff\">Load<\/span><span style=\"color: #fff\"> the data into the target database.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"b5b2bda9-1f9e-48d1-8f4f-1137fa846166\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-7b1627ef-eb4e-43f5-a118-cf7b15f03cdf\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d54e21bc-1d94-4e8a-921e-6f9afc6a9f8d\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":150,\"duration\":1001,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-6c0a8b3e-1bd6-405f-a4f0-7d0adfaaacb2\",\"keyframes\":{\"transform\":[\"translate3d(0px, 253.91809%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":150,\"duration\":1001,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-d9296fbd-54d5-4cd4-a32e-bf542b5b7ccc 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layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-b586d8c8-f470-4241-ad87-2310bbec23ad\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-a6b5c95b-f40f-489a-b252-77dce70658aa\",\"keyframes\":{\"transform\":[\"translate3d(0px, 579.22739%, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#293260\">\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-d9296fbd-54d5-4cd4-a32e-bf542b5b7ccc\" 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-a77c7195-89d0-4e7e-ac6d-557f142352f3\">\n<div style=\"position:absolute;width:297.45825%;height:100%;left:-98.72912%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-scaled.jpg\" alt=\"digital-software-technology-development-big-data-concept\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-scaled.jpg 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550w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-380x227.jpg 380w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-300x179.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-255x152.jpg 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-200x120.jpg 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-150x90.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/11\/digital-software-technology-development-big-data-concept-1-110x66.jpg 110w\" sizes=\"(min-width: 1024px) 134vh, 298vw\" 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:0;top:61.65049%;width:96.35922%;height:47.57282%;opacity:1\">\n<div id=\"anim-7b1627ef-eb4e-43f5-a118-cf7b15f03cdf\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-1269817d-d79f-4779-aa29-3abf47970d53\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-100%, 0px, 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-3b224b0b-6edc-47f2-acc9-4c6024bb2f0b\">\n<div class=\"fill\" style=\"background-color:rgba(0,0,0,0.8);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:38.47087%;top:0;width:23.05825%;height:5.33981%;opacity:1\">\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-8c665a7f-5891-49c8-b904-5eaf3db1926f\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:63.1068%;width:76.69903%;height:7.11974%;opacity:1\">\n<div id=\"anim-7f751989-e919-4620-9312-d7d6dfa24c5a\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-2fd4c69b-6601-49d1-95bb-aca1996507ac\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 648.23238%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-f2c62436-74bb-4e2c-b306-15abb1ea641c\">\n<h2 id=\"what-is-elt\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">What is ELT?<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:70.22654%;width:76.69903%;height:15.37217%;opacity:1\">\n<div id=\"anim-d54e21bc-1d94-4e8a-921e-6f9afc6a9f8d\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-6c0a8b3e-1bd6-405f-a4f0-7d0adfaaacb2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 253.91809%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-a5f1f924-7ab7-4363-9143-980eb206ac64\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">ELT = Extract, Load, Transform.<\/span><br \/>\n<span style=\"color: #fff\">ELT loads raw data directly into the target system before any transformations occur.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.40777%;top:87.05502%;width:27.6699%;height:3.55987%;opacity:1\">\n<div id=\"anim-3c2fb4d8-35b3-402a-9470-85521124aed6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-f781f179-a164-444c-bdbb-95e9a519d54f\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 623.73738%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:7.017543859649122% 7.017543859649122% 7.017543859649122% 7.017543859649122% \/ 36.36363636363637% 36.36363636363637% 36.36363636363637% 36.36363636363637%\" class=\"mask\" id=\"el-e30d4524-a68d-40f7-9a9b-9fa503b75995\">\n<div class=\"fill\" style=\"background-color:#b5d7ff;will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.32039%;top:87.70227%;width:22.08738%;height:3.72168%;opacity:1\">\n<div id=\"anim-b586d8c8-f470-4241-ad87-2310bbec23ad\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-a6b5c95b-f40f-489a-b252-77dce70658aa\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 579.22739%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.197802197802198% 2.197802197802198% 2.197802197802198% 2.197802197802198% \/ 8.695652173913043% 8.695652173913043% 8.695652173913043% 8.695652173913043%\" id=\"el-8d558984-bac0-45a8-80c9-2467339520c8\"><a href=\"https:\/\/pickl.ai\/blog\/etl-and-elt\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/10\/image1-2.jpg\" data-tooltip-text=\"Learn the Differences Between ETL and ELT - Pickl.AI\" target=\"_blank\" rel=\"noreferrer\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:5.168269230769231% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.226537em;line-height:0.5;text-align:center;padding:0;color:#000000\"><span><span style=\"color: #143a5a\">Read More<\/span><\/p>\n<p><\/span><\/p>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"2ce6ed3d-731c-4dfe-9feb-70a84d21768c\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-47c20c4d-e799-4ebd-8891-f28d676f91c3 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(-13.00152374465872%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#2146a7\">\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-47c20c4d-e799-4ebd-8891-f28d676f91c3\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div 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style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:63.1068%;width:76.69903%;height:17.63754%;opacity:1\">\n<div id=\"anim-45bf3110-7ff8-4ea7-8a70-59f51b772af0\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-577d904c-1454-4582-a0ea-22bd476e8c72\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 261.67175%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-e8d592c7-2d2c-4e87-a7ff-6049b8a22589\">\n<h2 id=\"key-differences-between-etl-and-elt\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Key Differences Between ETL and ELT<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:80.74434%;width:76.69903%;height:15.37217%;opacity:1\">\n<div id=\"anim-2ee48e18-5dc7-4549-8259-77ab2f356b86\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-7707e918-bde4-45bd-a5c0-5b3d0d487ad4\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 185.49704%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-f6002600-c941-47ce-b37d-8f48b4f5ddd4\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">\u2013 ETL transforms data before loading.<\/span><br \/>\n<span style=\"color: #fff\">\u2013 ETL requires a separate processing server; ELT uses the target database&#8217;s processing power.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"38c446b4-6ce2-46e3-b765-3c8755c51f46\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-2bb49495-689a-45b2-952a-335eaea4ecc8\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-27cfde12-b507-43f2-ae8c-1da4f2d2c465\",\"keyframes\":{\"transform\":[\"translate3d(-100%, 0px, 0)\",\"translate3d(0px, 0px, 0)\"]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-747b2904-06d1-4815-b5dd-cd1817dfba3c\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":0,\"duration\":600,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-f45b2e3d-5dbf-4d7b-9174-6db5329fac0d\",\"keyframes\":{\"transform\":[\"translate3d(0px, 648.23238%, 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style=\"position:absolute;pointer-events:none;left:38.47087%;top:0;width:23.05825%;height:5.33981%;opacity:1\">\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-b2ef352e-17b1-47ea-84b0-d0cc3a331b3b\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-e3e42ba1-38df-4ed6-9e59-12a58352d10c\">\n<h2 id=\"when-to-use-etl\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">When to Use ETL<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:70.38835%;width:76.69903%;height:7.44337%;opacity:1\">\n<div id=\"anim-7ee3ddce-3bfb-4972-856c-1e9f6777776e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-c098c5b3-cbba-4a27-ad2c-9be5c7b803df\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 522.22192%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-33b55512-7f58-4fc7-8cd0-b6775b5ea0fd\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">ETL is ideal for environments where data quality is crucial before loading.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"1fbc89b3-2865-46ef-883a-f70279429e89\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-26328ceb-f84a-4175-bcff-c6d49646b984 [data-leaf-element=\\\"true\\\"]\",\"keyframes\":{\"transform\":[\"translate(12.001406533531119%, 0%) scale(1.5)\",\"translate(0%, 0%) scale(1)\"]},\"delay\":0,\"duration\":1000,\"easing\":\"cubic-bezier(.3,0,.55,1)\",\"fill\":\"forwards\"}]<\/script><\/amp-story-animation><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#0e2135\">\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-26328ceb-f84a-4175-bcff-c6d49646b984\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\">\n<div 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-6a4ca304-cdc0-4327-bc4f-6fe5de45fda7\">\n<div style=\"position:absolute;width:100.39559%;height:100%;left:-0.19779%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png\" alt=\"pickl-new-logo-updated-white\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3.png 500w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-300x104.png 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-255x88.png 255w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-200x69.png 200w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-150x52.png 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2024\/05\/pickl-new-logo-updated-white-3-110x38.png 110w\" sizes=\"(min-width: 1024px) 10vh, 23vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:63.1068%;width:76.69903%;height:7.11974%;opacity:1\">\n<div id=\"anim-2b9aa71c-3a1f-4003-830e-211ad979e796\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-8e89b55f-bec1-4b37-b3c6-b1d9a278e8af\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 648.23238%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-8194a023-2013-42ea-80df-041ddad91029\">\n<h2 id=\"when-to-use-elt\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.0253164556962022% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.517799em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">When to Use ELT<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:70.38835%;width:76.69903%;height:11.32686%;opacity:1\">\n<div id=\"anim-cd73ae0e-6515-4b17-9c00-488ee3713913\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\n<div id=\"anim-ed11f0d7-3fe3-4c62-94ed-5406713101fb\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 343.17463%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-471abf62-c969-4f56-8451-834cd611c2d8\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.25316455696202556% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.258900em;line-height:1.5;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">ELT is best suited for large volumes of data and modern cloud-based databases.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Explore the essential differences between ETL and ELT, their processes, and use cases to understand which data integration method suits your organization best.\n","protected":false},"author":1,"featured_media":16219,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[170],"web_story_tag":[3507],"class_list":["post-16139","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>ETL vs. ELT: Choosing the Right Data Integration Method - Pickl.AI<\/title>\n<meta name=\"description\" content=\"Explore the essential differences between ETL and ELT, their processes, and use cases to understand which data integration method suits your organization best.\" \/>\n<meta name=\"robots\" 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