{"id":4187,"date":"2024-03-25T13:58:21","date_gmt":"2024-03-25T12:58:21","guid":{"rendered":"https:\/\/datapy.fr\/?page_id=4187"},"modified":"2024-04-17T15:16:15","modified_gmt":"2024-04-17T13:16:15","slug":"data-engineering-decisionnel-ml-engineering-et-big-data","status":"publish","type":"page","link":"https:\/\/datapy.fr\/index.php\/data-engineering-decisionnel-ml-engineering-et-big-data\/","title":{"rendered":"Data Engineering"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4187\" class=\"elementor elementor-4187\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-44cb4b5a elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44cb4b5a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f8ee59a\" data-id=\"1f8ee59a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c0567d4 elementor-widget elementor-widget-heading\" data-id=\"1c0567d4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 25-04-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Data Engineering : D\u00e9cisionnel, ML Engineering et Big Data.<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ee1271f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3ee1271f\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 25-04-2024 *\/\n.elementor-widget-divider{--divider-border-style:none;--divider-border-width:1px;--divider-color:#0c0d0e;--divider-icon-size:20px;--divider-element-spacing:10px;--divider-pattern-height:24px;--divider-pattern-size:20px;--divider-pattern-url:none;--divider-pattern-repeat:repeat-x}.elementor-widget-divider .elementor-divider{display:flex}.elementor-widget-divider .elementor-divider__text{font-size:15px;line-height:1;max-width:95%}.elementor-widget-divider .elementor-divider__element{margin:0 var(--divider-element-spacing);flex-shrink:0}.elementor-widget-divider .elementor-icon{font-size:var(--divider-icon-size)}.elementor-widget-divider .elementor-divider-separator{display:flex;margin:0;direction:ltr}.elementor-widget-divider--view-line_icon .elementor-divider-separator,.elementor-widget-divider--view-line_text .elementor-divider-separator{align-items:center}.elementor-widget-divider--view-line_icon .elementor-divider-separator:after,.elementor-widget-divider--view-line_icon .elementor-divider-separator:before,.elementor-widget-divider--view-line_text .elementor-divider-separator:after,.elementor-widget-divider--view-line_text .elementor-divider-separator:before{display:block;content:\"\";border-block-end:0;flex-grow:1;border-block-start:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--element-align-left .elementor-divider .elementor-divider-separator>.elementor-divider__svg:first-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-left .elementor-divider-separator:before{content:none}.elementor-widget-divider--element-align-left .elementor-divider__element{margin-left:0}.elementor-widget-divider--element-align-right .elementor-divider .elementor-divider-separator>.elementor-divider__svg:last-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-right .elementor-divider-separator:after{content:none}.elementor-widget-divider--element-align-right .elementor-divider__element{margin-right:0}.elementor-widget-divider--element-align-start .elementor-divider .elementor-divider-separator>.elementor-divider__svg:first-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-start .elementor-divider-separator:before{content:none}.elementor-widget-divider--element-align-start .elementor-divider__element{margin-inline-start:0}.elementor-widget-divider--element-align-end .elementor-divider .elementor-divider-separator>.elementor-divider__svg:last-of-type{flex-grow:0;flex-shrink:100}.elementor-widget-divider--element-align-end .elementor-divider-separator:after{content:none}.elementor-widget-divider--element-align-end .elementor-divider__element{margin-inline-end:0}.elementor-widget-divider:not(.elementor-widget-divider--view-line_text):not(.elementor-widget-divider--view-line_icon) .elementor-divider-separator{border-block-start:var(--divider-border-width) var(--divider-border-style) var(--divider-color)}.elementor-widget-divider--separator-type-pattern{--divider-border-style:none}.elementor-widget-divider--separator-type-pattern.elementor-widget-divider--view-line .elementor-divider-separator,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:after,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:before,.elementor-widget-divider--separator-type-pattern:not([class*=elementor-widget-divider--view]) .elementor-divider-separator{width:100%;min-height:var(--divider-pattern-height);-webkit-mask-size:var(--divider-pattern-size) 100%;mask-size:var(--divider-pattern-size) 100%;-webkit-mask-repeat:var(--divider-pattern-repeat);mask-repeat:var(--divider-pattern-repeat);background-color:var(--divider-color);-webkit-mask-image:var(--divider-pattern-url);mask-image:var(--divider-pattern-url)}.elementor-widget-divider--no-spacing{--divider-pattern-size:auto}.elementor-widget-divider--bg-round{--divider-pattern-repeat:round}.rtl .elementor-widget-divider .elementor-divider__text{direction:rtl}.e-con-inner>.elementor-widget-divider,.e-con>.elementor-widget-divider{width:var(--container-widget-width,100%);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c5b0550 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1c5b0550\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 25-04-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-size: 18.200000762939453px;\">L&rsquo;enjeux du data engineering est de recueillir l&rsquo;ensemble des donn\u00e9es, \u00e0 partir de diff\u00e9rentes sources, de mani\u00e8re la plus automatis\u00e9e possible puis d&rsquo;en garantir la qualit\u00e9 (compl\u00e9tude, formatage,\u00a0<\/span><span style=\"font-family: Helvetica, sans-serif; font-size: 18.200000762939453px; font-style: normal; font-variant-caps: normal;\">lin\u00e9age,\u00a0<\/span><span style=\"font-size: 18.200000762939453px;\">utilisation des ressources mat\u00e9rielles). Ces pipelines de donn\u00e9es doivent ensuite \u00eatre monitor\u00e9s pour s&rsquo;assurer du bon approvisionnement des datalake. Ainsi les donn\u00e9es deviennent\u00a0<\/span><span style=\"font-size: 18.200000762939453px;\">fiables et exploitables et permettent de prendre des d\u00e9cisions strat\u00e9giques.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-564f32e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"564f32e9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-19b09a20\" data-id=\"19b09a20\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-683459ec elementor-widget elementor-widget-image\" data-id=\"683459ec\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 25-04-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t<a href=\"#image-ancre-1\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-1024x1024.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-4392\" alt=\"Data Engineering : D\u00e9cisionnel\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-1024x1024.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-600x600.png 600w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-e1711550614367.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f30e843 elementor-widget elementor-widget-text-editor\" data-id=\"3f30e843\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>D\u00e9cisionnel<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-33099ff7\" data-id=\"33099ff7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-63542fd elementor-widget elementor-widget-image\" data-id=\"63542fd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#ancre-image-2\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"938\" height=\"938\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-4400\" alt=\"Data Engineering : D\u00e9cisionnel\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3.png 938w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-600x600.png 600w\" sizes=\"(max-width: 938px) 100vw, 938px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-682c28f6 elementor-widget elementor-widget-text-editor\" data-id=\"682c28f6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>ML engineering<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-18d3fdb\" data-id=\"18d3fdb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4382bb08 elementor-widget elementor-widget-image\" data-id=\"4382bb08\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#ancre-image-3\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-1024x1024.png\" class=\"elementor-animation-grow attachment-large size-large wp-image-4406\" alt=\"Data Engineering : big data\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-1024x1024.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-600x600.png 600w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-e1711550629733.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f095d5c elementor-widget elementor-widget-text-editor\" data-id=\"6f095d5c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Big Data<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6993cf86 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6993cf86\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-17582b2e\" data-id=\"17582b2e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-20d026c8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"20d026c8\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d098acb elementor-widget elementor-widget-heading\" data-id=\"2d098acb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nous vous aidons sur vos sujets Data Engineering<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-287207af\" data-id=\"287207af\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2d8dffbe elementor-widget elementor-widget-text-editor\" data-id=\"2d8dffbe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Notre c\u0153ur d\u2019expertise est l\u2019<strong>industrialisation<\/strong>\u00a0des traitements et des projets de Data, pour que nos clients exploitent toute la valeur de leurs donn\u00e9es \u00e0\u00a0<strong>grande \u00e9chelle\u00a0<\/strong>et en\u00a0<strong>cycle court<\/strong>.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>C&rsquo;est pourquoi nous nous engageons \u00e0 \u00eatre un partenaire de confiance pour construire et optimiser vos pipelines de donn\u00e9es.<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:paragraph --><\/p>\n<p>Plus pr\u00e9cis\u00e9ment, nous vous accompagnons sur les axes suivants :<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul><!-- wp:list-item --><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4a6f7188 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a6f7188\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6f4a4e8d\" data-id=\"6f4a4e8d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5798ebdb elementor-widget elementor-widget-menu-anchor\" data-id=\"5798ebdb\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.21.0 - 25-04-2024 *\/\nbody.elementor-page .elementor-widget-menu-anchor{margin-bottom:0}<\/style>\t\t<div class=\"elementor-menu-anchor\" id=\"image-ancre-1\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d6a662 elementor-widget elementor-widget-image\" data-id=\"5d6a662\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-1024x1024.png\" class=\"attachment-large size-large wp-image-4392\" alt=\"Data Engineering : D\u00e9cisionnel\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-1024x1024.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-600x600.png 600w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/7766406_3759172.ai_-2-e1711550614367.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-259c6e94\" data-id=\"259c6e94\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2a60e679 elementor-widget elementor-widget-text-editor\" data-id=\"2a60e679\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><strong>D\u00e9cisionnel :\u00a0<\/strong><\/h3>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d57104e elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"2d57104e\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/datapy.fr\/wp-content\/plugins\/elementor\/assets\/css\/widget-icon-box.min.css\">\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCollecte et transformation des donn\u00e9es, avec les outils Talend, DBT, Microsoft BI et Informatica.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25b8b83 elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"25b8b83\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tInt\u00e9gration dans un Datawarehouse avec Snowflake, Teradata, Postgre, SQL Server et les bases relationnelles classiques.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e860735 elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"e860735\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCalcul d'indicateurs et Visualisation avec Power BI, Tableau et Qliksense\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49dd4af elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-menu-anchor\" data-id=\"49dd4af\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"ancre-image-2\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5265ed elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"d5265ed\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"938\" height=\"938\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3.png\" class=\"attachment-large size-large wp-image-4400\" alt=\"Data Engineering : D\u00e9cisionnel\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3.png 938w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-600x600.png 600w\" sizes=\"(max-width: 938px) 100vw, 938px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-74ee4726 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74ee4726\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-339f6521\" data-id=\"339f6521\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c25556 elementor-widget elementor-widget-text-editor\" data-id=\"2c25556\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><strong>ML engineering<\/strong><\/h3>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d0c9cd1 elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"3d0c9cd1\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tIndustrialisation de la pr\u00e9paration des donn\u00e9es pour entra\u00eener les mod\u00e8les, puis de leur ex\u00e9cution. Avec les outils suivants :&nbsp;Python, Airflow, MLFlow, Kubeflow, Dataiku et Alteryx.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-acf3422 elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"acf3422\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tIndustrialisation de la mise \u00e0 disposition des r\u00e9sultats au travers d'API ou int\u00e9gration dans des processus et applications m\u00e9tiers. Cliquez ici pour en savoir plus (lien vers page d\u00e9veloppement full stack).\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1e406f5c elementor-hidden-mobile\" data-id=\"1e406f5c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-33b5df87 elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"33b5df87\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"938\" height=\"938\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3.png\" class=\"attachment-large size-large wp-image-4400\" alt=\"Data Engineering : D\u00e9cisionnel\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3.png 938w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/16717151_2002.i039.010_chatbot_messenger_ai_isometric_set-09-Converti-3-600x600.png 600w\" sizes=\"(max-width: 938px) 100vw, 938px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32e514e4 elementor-hidden-mobile elementor-widget elementor-widget-menu-anchor\" data-id=\"32e514e4\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"ancre-image-2\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-56549c95 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56549c95\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-4c830616\" data-id=\"4c830616\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-15c84205 elementor-widget elementor-widget-menu-anchor\" data-id=\"15c84205\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"ancre-image-3\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6757cc6e elementor-widget elementor-widget-image\" data-id=\"6757cc6e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-1024x1024.png\" class=\"attachment-large size-large wp-image-4406\" alt=\"Data Engineering : big data\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-1024x1024.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-600x600.png 600w, https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/3531255_517076-PIXHJ6-13.ai-Recupere-4-e1711550629733.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-579e1595\" data-id=\"579e1595\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5cf1805 elementor-widget elementor-widget-text-editor\" data-id=\"5cf1805\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><strong>Big Data<\/strong><\/h3>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2004d8f0 elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"2004d8f0\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tTraitement de volumes importants de donn\u00e9es, avec les outils Spark, services data d'AWS, Azure et GCP, Hadoop et Kafka.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fa167a elementor-position-left elementor-mobile-position-left elementor-view-default elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"1fa167a\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-arrow-circle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEx\u00e9cutions des calculs dans des temps contraints.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67bd7027 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67bd7027\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-74a5e749\" data-id=\"74a5e749\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b2bdf20 elementor-widget elementor-widget-heading\" data-id=\"5b2bdf20\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nos Data Engineers<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cb2e4e2 elementor-widget elementor-widget-text-editor\" data-id=\"2cb2e4e2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Nos consultants en data engineering ont pour vocation de concevoir et monitorer des pipelines de donn\u00e9es robustes. Ainsi, ils contribuent \u00e0 renforcer la confiance des d\u00e9cideurs dans les donn\u00e9es \u00e0 partir desquelles ils pilotent leurs organisations.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48451fb4 elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"48451fb4\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-shrink\" href=\"https:\/\/datapy.fr\/index.php\/contactez-nous\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contactez-nous<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-711de55e\" data-id=\"711de55e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-696e1820 elementor-widget elementor-widget-image\" data-id=\"696e1820\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1050\" height=\"768\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2024\/03\/DATAPY-2000-17-e1711550643985.jpg\" class=\"attachment-full size-full wp-image-4231\" alt=\"\u00e9quipe Datapy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-798c1526 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"798c1526\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2b734e04\" data-id=\"2b734e04\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6905224d elementor-widget elementor-widget-heading\" data-id=\"6905224d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ils nous ont d\u00e9j\u00e0 fait confiance sur des sujets Data Engineering :\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-fe22d6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe22d6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-5cddc4fb\" data-id=\"5cddc4fb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-618f9659 elementor-widget elementor-widget-image\" data-id=\"618f9659\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"190\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Airbus_Logo_2017-1024x190.png\" class=\"attachment-large size-large wp-image-2098\" alt=\"\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Airbus_Logo_2017-1024x190.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Airbus_Logo_2017-300x56.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Airbus_Logo_2017-768x142.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Airbus_Logo_2017-e1711550308165.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-45c36f83\" data-id=\"45c36f83\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25a30c3 elementor-widget elementor-widget-image\" data-id=\"25a30c3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"120\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-1024x120.png\" class=\"attachment-large size-large wp-image-2107\" alt=\"\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-1024x120.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-300x35.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-768x90.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-1536x181.png 1536w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-2048x241.png 2048w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Thales_Logo-e1711550761608.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-70b116ae\" data-id=\"70b116ae\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a0169b elementor-widget elementor-widget-image\" data-id=\"1a0169b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"276\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/societe-generale-2.svg\" class=\"attachment-large size-large wp-image-2106\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-25 elementor-inner-column elementor-element elementor-element-a17d704\" data-id=\"a17d704\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4bce5fe elementor-widget elementor-widget-image\" data-id=\"4bce5fe\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-1024x1024.png\" class=\"attachment-large size-large wp-image-2105\" alt=\"\" srcset=\"https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-1024x1024.png 1024w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-300x300.png 300w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-150x150.png 150w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-768x768.png 768w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-1536x1536.png 1536w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-2048x2048.png 2048w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-600x600.png 600w, https:\/\/datapy.fr\/wp-content\/uploads\/2023\/02\/Orange_logo-e1711551051542.png 950w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7dc0acfb elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7dc0acfb\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2abb8f39\" data-id=\"2abb8f39\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c5722c8 elementor-widget elementor-widget-heading\" data-id=\"5c5722c8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">D\u00e9couvrez nos jobs en DataOps Engineering<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3efd3c1f elementor-align-center elementor-widget elementor-widget-button\" data-id=\"3efd3c1f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-shrink\" href=\"https:\/\/www.free-work.com\/fr\/companies\/datapy-group\/jobs\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Nos offres d'emploi<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data Engineering : D\u00e9cisionnel, ML Engineering et Big Data. L&rsquo;enjeux du data engineering est de recueillir l&rsquo;ensemble des donn\u00e9es, \u00e0 partir de diff\u00e9rentes sources, de mani\u00e8re la plus automatis\u00e9e possible puis d&rsquo;en garantir la qualit\u00e9 (compl\u00e9tude, formatage,\u00a0lin\u00e9age,\u00a0utilisation des ressources mat\u00e9rielles). Ces pipelines de donn\u00e9es doivent ensuite \u00eatre monitor\u00e9s pour s&rsquo;assurer du bon approvisionnement des datalake. [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4187","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/pages\/4187","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/users\/42"}],"replies":[{"embeddable":true,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/comments?post=4187"}],"version-history":[{"count":3,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/pages\/4187\/revisions"}],"predecessor-version":[{"id":4935,"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/pages\/4187\/revisions\/4935"}],"wp:attachment":[{"href":"https:\/\/datapy.fr\/index.php\/wp-json\/wp\/v2\/media?parent=4187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}