{"id":23244,"date":"2023-08-29T15:57:29","date_gmt":"2023-08-29T10:27:29","guid":{"rendered":"https:\/\/www.interviewbit.com\/blog\/?post_type=web-story&#038;p=23244"},"modified":"2023-08-29T15:57:30","modified_gmt":"2023-08-29T10:27:30","slug":"etl-best-practices-tips-for-successful-data-integration","status":"publish","type":"web-story","link":"https:\/\/www.interviewbit.com\/blog\/web-stories\/etl-best-practices-tips-for-successful-data-integration\/","title":{"rendered":"ETL Best Practices: Tips for Successful Data Integration"},"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 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href=\"https:\/\/www.interviewbit.com\/blog\/?post_type=web-story&amp;p=23244\"\/><meta name=\"web-stories-replace-head-end\"\/><\/head><body><amp-story standalone=\"\" publisher=\"InterviewBit\" publisher-logo-src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/cropped-tumblr-logo.png\" title=\"ETL Best Practices: Tips for Successful Data Integration\" poster-portrait-src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2023\/08\/cropped-ETL-Best-Practices_-Tips-for-Successful-Data-Integration.jpg\"><amp-story-page id=\"519be69d-90cf-4272-8d5e-918dda225b61\" 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:#f3f3f3\">\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 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300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:86.08414%;width:94.90291%;height:13.91586%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5115089514066496% 0.5115089514066496% 0.5115089514066496% 0.5115089514066496% \/ 2.3255813953488373% 2.3255813953488373% 2.3255813953488373% 2.3255813953488373%\" id=\"el-cf151aca-8261-43dd-a1e6-792420542ac5\">\n<h2 id=\"tips-for-successful-data-integration\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.7106452805306898% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.533981em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Tips for Successful Data Integration<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.42718%;top:75.24272%;width:95.38835%;height:12.29773%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5089058524173028% 0.5089058524173028% 0.5089058524173028% 0.5089058524173028% \/ 2.631578947368421% 2.631578947368421% 2.631578947368421% 2.631578947368421%\" id=\"el-adc771df-a4cd-44c3-8045-dd8716259a0a\">\n<h1 id=\"etl-best-practices\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:3.2148288406488548% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.809061em;line-height:1;text-align:left;padding:0;color:#000000\"><span><span 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id=\"anim-ec41fd18-f8c0-44e0-8a0d-7233ba7f8fde\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-103.85675%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5509641873278237% 0.5509641873278237% 0.5509641873278237% 0.5509641873278237% \/ 2.1052631578947367% 2.1052631578947367% 2.1052631578947367% 2.1052631578947367%\" id=\"el-29adf28e-981c-493a-812c-feca11fcef1d\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07747933884297521% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Reduce unnecessary data early in the ETL process to ensure faster &amp; cleaner results. Eliminate redundant entries &amp; streamline data before integration.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:7.28155%;opacity:1\">\n<div id=\"anim-cba8248d-6355-4f36-808d-d1bfe1c5b4d6\" 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-16580fa1-030f-4215-8181-3667c9002cf9\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-433fa1e0-b61a-4c70-85e5-dc15380f1bad\">\n<h2 id=\"streamline-data-input\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Streamline Data Input<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-d343fcda-2230-4bbf-bb42-9f29980b21ac\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-16ed1248-de67-45dc-a13e-87ced3f1b3d6\">\n<h1 id=\"1\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.063291139240507% 10.126582278481013%;color:#000000\"><span><span style=\"color: #1263ff\">1<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/11\/Banner-19.png\"><a href=\"https:\/\/www.interviewbit.com\/blog\/etl-tools\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=etl-best-practices-tips-for-successful-data-integration\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"fbfde7b6-0265-462c-a1fa-afd164a16fd0\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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3110w,https:\/\/images.unsplash.com\/photo-1525130413817-d45c1d127c42?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Mnx8bWFuJTIwd2l0aCUyMGxhcHRvcHxlbnwwfHx8fDE2ODc3ODAyMDd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=2073&amp;h=1382&amp;fit=max 2073w,https:\/\/images.unsplash.com\/photo-1525130413817-d45c1d127c42?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Mnx8bWFuJTIwd2l0aCUyMGxhcHRvcHxlbnwwfHx8fDE2ODc3ODAyMDd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=1036&amp;h=691&amp;fit=max 1036w,https:\/\/images.unsplash.com\/photo-1525130413817-d45c1d127c42?ixid=M3wxMzcxOTN8MHwxfHNlYXJjaHw3Mnx8bWFuJTIwd2l0aCUyMGxhcHRvcHxlbnwwfHx8fDE2ODc3ODAyMDd8MA&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=227&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 70vh, 155vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-image:radial-gradient(ellipse 67% 67%, rgba(0,0,0,0) 0%, rgba(0,0,0,0.8) 100%)\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:54.36893%;width:92.96117%;height:33.49515%;opacity:1\">\n<div id=\"anim-276e5313-4d14-4ccf-b6c4-3c42a653fce6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:0;--initial-transform:none\">\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-9747e819-063f-49d4-83d9-18672d99f734\">\n<div class=\"fill\" style=\"background-color:rgba(4,115,224,0.4);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:-6.6343%;width:42.96117%;height:9.54693%;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-e5647d91-9ab5-44c4-85bd-3b64cc2a2893\">\n<div style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:68.60841%;width:86.65049%;height:15.37217%;opacity:1\">\n<div id=\"anim-e5ad7446-6696-4726-8553-bf2001b2ac06\" 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-fa8ad996-8ad4-4bf5-bdf8-e449553ce44b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.20168%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5602240896358543% 0.5602240896358543% 0.5602240896358543% 0.5602240896358543% \/ 2.1052631578947367% 2.1052631578947367% 2.1052631578947367% 2.1052631578947367%\" id=\"el-1764a780-3b24-4166-afb8-72de4513ca65\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07878151260504201% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Speed up ETL integration by adding only new data, not replacing existing data entirely. Implement incremental data updates to optimize efficiency.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:12.78317%;opacity:1\">\n<div id=\"anim-986fac8d-65ec-410b-a6fc-d9b099bee389\" 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-dc7ae603-f795-42ea-a8ce-a2accde59d33\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-1ac24805-8d0b-4fda-bb4e-2b48629ca00c\">\n<h2 id=\"utilize-incremental-data-updates\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Utilize Incremental Data Updates<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-b3405470-e4be-434d-a547-eedc8b59e216\">\n<h1 id=\"2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.063291139240507% 10.126582278481013%;color:#000000\"><span><span style=\"color: #1263ff\">2<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-60acc88c-414e-43bd-b2f9-9d34c7944edc\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/11\/Banner-19.png\"><a href=\"https:\/\/www.interviewbit.com\/blog\/etl-tools\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=etl-best-practices-tips-for-successful-data-integration\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"75c1c2ce-769d-4443-b70f-bcb2941ea2fd\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script type=\"application\/json\">[{\"selector\":\"#anim-80bf8735-9752-4d4b-a28e-a219afd8abcc\",\"keyframes\":{\"opacity\":[0,1]},\"delay\":600,\"duration\":800,\"easing\":\"cubic-bezier(0.2, 0.6, 0.0, 1)\",\"fill\":\"both\"}]<\/script><\/amp-story-animation><amp-story-animation layout=\"nodisplay\" 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0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Clean and maintain high-quality data for predictable ETL results. Utilize automated data quality tools to identify missing and inconsistent data.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:7.28155%;opacity:1\">\n<div id=\"anim-6f3db9f6-4bcd-4bb3-8186-a76731afe768\" 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-6219e9cd-8ec0-44bb-842e-fea193b78a10\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-d309345b-39bf-4de7-8139-b5d33d93ec78\">\n<h2 id=\"enhance-data-quality\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Enhance Data Quality<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-1454bbd0-b260-496c-ac6a-d05a31837a72\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-ccd810b2-db7e-4e84-8301-b98e7bef6eaf\">\n<h1 id=\"3\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 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300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.39806%;top:69.41748%;width:86.65049%;height:15.37217%;opacity:1\">\n<div id=\"anim-89bfd837-7ab3-4d6b-9919-3d1b6d3d720c\" 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-8d85093f-5353-4b66-b507-72e2b584bae2\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-103.92157%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5602240896358543% 0.5602240896358543% 0.5602240896358543% 0.5602240896358543% \/ 2.1052631578947367% 2.1052631578947367% 2.1052631578947367% 2.1052631578947367%\" id=\"el-8821df58-621b-4a29-abcc-16072dcbc362\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07878151260504201% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Full automation is key to fast and efficient ETL integration. Minimize human involvement and rely on tools for data cleanup and verification.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:12.78317%;opacity:1\">\n<div id=\"anim-56ec1d81-62b7-4942-92cb-6c7a9826cc87\" 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-e62b47e4-b865-4357-ab46-ced7860e3964\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-097affd2-b20f-4803-8e93-50c50a596241\">\n<h2 id=\"automate-automate-automate\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Automate, Automate, Automate<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-31af6e5c-ffbb-4f87-bf76-75a37da7cb2c\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-a6b0b3c1-f34f-4e4a-b738-1191dddbd4dc\">\n<h1 id=\"4\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 0;font-family:&quot;Bungee&quot;,cursive;font-size:0.647249em;line-height:1.19;text-align:center;padding:5.063291139240507% 10.126582278481013%;color:#000000\"><span><span style=\"color: #1263ff\">4<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" cta-image=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/11\/Banner-19.png\"><a href=\"https:\/\/www.interviewbit.com\/blog\/etl-tools\/?utm_source=ib&amp;utm_medium=webstories&amp;utm_campaign=etl-best-practices-tips-for-successful-data-integration\" rel=\"\">Click here<\/a><\/amp-story-page-outlink><\/amp-story-page><amp-story-page id=\"250a0549-fa93-4903-b0f6-c809c3e3be0c\" auto-advance-after=\"7s\"><amp-story-animation layout=\"nodisplay\" trigger=\"visibility\"><script 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style=\"position:absolute;width:100.28252%;height:100%;left:-0.14126%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png\" alt=\"InterviewBit-White-2\" srcSet=\"https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2.png 2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.15534%;top:63.1068%;width:86.65049%;height:19.41748%;opacity:1\">\n<div id=\"anim-16f5ae34-f494-4436-a0b6-03e83d653db3\" 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-fa7420bd-502d-4ffc-9d12-02beafe8c3df\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-103.64146%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5602240896358543% 0.5602240896358543% 0.5602240896358543% 0.5602240896358543% \/ 1.6666666666666667% 1.6666666666666667% 1.6666666666666667% 1.6666666666666667%\" id=\"el-c894c498-99a2-46f9-87d7-2dc2cdaaf8e4\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07878151260504201% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Enable parallel ETL integrations to maximize efficiency and reduce processing time. Perform multiple integrations simultaneously with automation.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:7.28155%;opacity:1\">\n<div id=\"anim-beb88df1-5cbf-4d83-863b-54ee14a7c49f\" 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-829a4fe6-6447-4fb9-8948-949f650e41d1\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-dbf27246-0a4d-4269-998d-6e98f21a4270\">\n<h2 id=\"use-parallel-processing\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Use Parallel Processing<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-dad7d318-f50d-4510-a5bf-0f9c0ceabd0e\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-5b7b4601-a253-4d34-b700-e7645c88b366\">\n<h1 id=\"5\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 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text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07878151260504201% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Improve ETL integration performance by breaking large databases into smaller ones. Smaller databases lead to faster processing times.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:7.28155%;opacity:1\">\n<div id=\"anim-782348e8-28df-4c39-94c6-2fe8536b7f42\" 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-1aff32ae-14b8-4789-b237-d347805d500b\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-dd272d58-e857-419c-95a3-3b5ce21c2117\">\n<h2 id=\"optimize-datababse-sizes\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Optimize Datababse Sizes<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-317a71f9-9003-46ad-ae2f-af9ccc2b8199\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-146b4a0d-c05c-487e-9e64-2d8551b59e2e\">\n<h1 id=\"6\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 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768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.39806%;top:63.1068%;width:86.65049%;height:15.37217%;opacity:1\">\n<div id=\"anim-4c2c4b59-c3ff-4219-91f9-c90fb6f90642\" 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-81fce62e-1395-4523-bd65-b64e25264242\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-103.92157%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5602240896358543% 0.5602240896358543% 0.5602240896358543% 0.5602240896358543% \/ 2.1052631578947367% 2.1052631578947367% 2.1052631578947367% 2.1052631578947367%\" id=\"el-85ff12d5-66ff-4ddf-9d37-7d6766dfe18b\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07878151260504201% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Speed up ETL integration with data caching. Keep recently used data in memory or on disks for quick access during the process.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:7.28155%;opacity:1\">\n<div id=\"anim-4107e38e-4ae7-41ca-9bd7-b348c3291ca7\" 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-c658271a-c720-4143-bb56-7cca621ba081\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-2de0d972-297c-4cad-9c94-397208768ed4\">\n<h2 id=\"speed-up-with-data-caching\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Speed up with Data Caching<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-d89db953-f3db-46cb-a7ef-231384774209\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-d5e0d13d-5448-4921-9f48-a83d58d859ed\">\n<h1 id=\"7\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 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300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.39806%;top:63.1068%;width:86.65049%;height:15.37217%;opacity:1\">\n<div id=\"anim-9f5d0d57-968a-4d6d-a09b-b9ba78419ae7\" 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-7cccd4fc-e054-46e7-aa49-3c5d058bf8bc\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-103.92157%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.5602240896358543% 0.5602240896358543% 0.5602240896358543% 0.5602240896358543% \/ 2.1052631578947367% 2.1052631578947367% 2.1052631578947367% 2.1052631578947367%\" id=\"el-c3cb6b0c-53c1-486e-b9c2-63b19fb968e3\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.07878151260504201% 0;font-family:&quot;Roboto&quot;,sans-serif;font-size:0.323625em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Measure the effectiveness of your ETL processes and monitor improvements over time. Analyze metrics to gain visibility into the ETL performance.<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:92.55663%;width:100%;height:3.8835%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.48543689320388345% 0.48543689320388345% 0.48543689320388345% 0.48543689320388345% \/ 8.333333333333332% 8.333333333333332% 8.333333333333332% 8.333333333333332%\" id=\"el-f4c6a321-5692-4ee9-9cfc-fb4a4d53f369\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.9961165048543691% 0;font-family:&quot;Darker Grotesque&quot;,sans-serif;font-size:0.291262em;line-height:0.9;text-align:center;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Discover the top ETL tools that you need to know!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:3.64078%;top:55.82524%;width:88.34951%;height:7.28155%;opacity:1\">\n<div id=\"anim-89488051-812e-4416-b7c8-d869d2544d73\" 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-7fbe5c7e-21e4-4f67-af06-f70c586a87c6\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(-104.12088%, 0px, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-fa1a0302-7bf8-4fe0-8459-9b3450884bfa\">\n<h2 id=\"track-and-analyze-metrics\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:1.6704852764423077% 0;font-family:&quot;Anton&quot;,sans-serif;font-size:0.485437em;line-height:1.1;text-align:left;padding:0;color:#000000\"><span><span style=\"color: #fff\">Track and Analyze Metrics<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:48.05825%;width:19.17476%;height:7.76699%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:2.5316455696202533% 2.5316455696202533% 2.5316455696202533% 2.5316455696202533% \/ 4.166666666666666% 4.166666666666666% 4.166666666666666% 4.166666666666666%;background-clip:content-box;background-color:#000\" id=\"el-a1d2839b-9ce0-4714-b236-595a8d98945f\">\n<h1 id=\"8\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-4.810126582278477% 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2130w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-2048x681.png 2048w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1536x511.png 1536w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-1024x340.png 1024w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-768x255.png 768w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-300x100.png 300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0.72816%;top:4.85437%;width:19.66019%;height:45.79288%;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-d8f4771b-eeda-4552-8bfd-9eb59ed40d46\">\n<h1 id=\"\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:49.876543209876516% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:3.268608em;line-height:1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #1abaff\">\u201c<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.45631%;top:27.6699%;width:91.50485%;height:28.47896%;opacity:1\">\n<div id=\"anim-e8936778-7677-4de8-9805-59c1abf88f19\" 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-3229ee90-7555-4d3b-9099-c00fa22a2a10\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -229.67173%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-d659247d-b427-4b34-a078-a67c74d3ee3f\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.122015915119363% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.647249em;line-height:1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Find out&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">the coolest ETL Tools you&#8217;ve been missing out on!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:1.45631%;top:56.14887%;width:90.53398%;height:31.06796%;opacity:1\">\n<div id=\"anim-60f4555d-bd6d-4ebc-bc1b-d49fd71c2cc1\" 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800w,https:\/\/images.unsplash.com\/photo-1575089976121-8ed7b2a54265?ixid=MnwxMzcxOTN8MHwxfHNlYXJjaHwzfHxzb2Z0d2FyZSUyMGRldmVsb3BlcnxlbnwwfHx8fDE2NzU5NTEzNTI&amp;ixlib=rb-4.0.3&amp;fm=jpg&amp;w=340&amp;h=510&amp;fit=max 340w\" sizes=\"(min-width: 1024px) 53vh, 119vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<div class=\"element-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/div>\n<\/div>\n<\/div>\n<div class=\"page-background-overlay-area\" style=\"background-color:rgba(0,0,0,0.5)\"><\/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:-6.95793%;width:42.96117%;height:9.54693%;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\" 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300w,https:\/\/www.interviewbit.com\/blog\/wp-content\/uploads\/2021\/07\/InterviewBit-White-2-150x50.png 150w\" sizes=\"(min-width: 1024px) 19vh, 43vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.18447%;top:25.88997%;width:91.50485%;height:22.00647%;opacity:1\">\n<div id=\"anim-647eb2df-0924-446d-8eff-8886638feefa\" 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-92888276-1f45-4b7c-89ee-6a04c9b2707e\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, -259.72225%, 0)\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-92e03058-4a2a-42ff-be06-d7894186730d\">\n<p class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:2.122015915119363% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:0.647249em;line-height:1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #fff\">Improve&nbsp;<\/span><br \/>\n<span style=\"font-weight: 700; color: #fff\">your Coding Skills with Scaler!<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:2.18447%;top:49.02913%;width:90.53398%;height:31.06796%;opacity:1\">\n<div id=\"anim-17546013-950c-40c6-a30c-d52074130e71\" 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-84bbba9f-d172-4caf-b2b4-b0d80c7753fa\" class=\"animation-wrapper\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0;--initial-opacity:1;--initial-transform:translate3d(0px, 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700; color: #1abaff\">Don&#8217;t hesitate any longer, register today!<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:0;top:2.589%;width:19.66019%;height:45.79288%;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-33140f55-034a-4a65-8354-ba4ba3bb9ee8\">\n<h1 id=\"-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:49.876543209876516% 0;font-family:&quot;Poppins&quot;,sans-serif;font-size:3.268608em;line-height:1;text-align:initial;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #1abaff\">\u201c<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-page-outlink layout=\"nodisplay\" 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