{"id":7757,"date":"2023-11-16T16:27:23","date_gmt":"2023-11-16T16:27:23","guid":{"rendered":"https:\/\/kanboapp.com\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/"},"modified":"2024-04-24T15:41:16","modified_gmt":"2024-04-24T15:41:16","slug":"kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry","status":"publish","type":"page","link":"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/","title":{"rendered":"KanBo for Senior Machine Learning Data Engineer in Pharmaceutical Industry"},"content":{"rendered":"\n<style> @media(min-width:1728px) { .pulpit { display:block!important; } .tablet { display:none!important; } .spis { display:block!important; } .paskek-lewy { margin-left:15%!important; margin-right:56px!important; } .paskek-prawy { margin-right:15%!important; margin-left:56px!important; } } 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.tablet { display:block!important; } .spis { display:none!important; } } .link a:hover { text-decoration:underline!important; } .banner { margin-top:80px; margin-bottom:80px; } .jazda { position:sticky!important; top: 185px; overflow: auto; max-height: 75vh; } .menu-lewe a:hover { background:#E9F4FE!important; font-weight:600!important; font-size:16px; cursor:pointer!important; } .menu-lewe a { background:#FAFAFA; padding:10px 16px; border-radius: 10px; display: inline-block; outline: none; color:#0C3658; font-weight:400; font-size:16px; } .menu-lewe-tab a:hover { background:#E9F4FE!important; font-weight:600!important; font-size:16px; cursor:pointer!important; } .menu-lewe-tab a { background:#FAFAFA; padding:10px 16px; border-radius: 10px; display: inline-block; outline: none; color:#0C3658; font-weight:400; font-size:16px; } .fobrazek { margin-bottom: -40px!important; } .sekcja5-przycisk a:hover { background: linear-gradient(0deg, rgba(0, 0, 0, 0.15), rgba(0, 0, 0, 0.15)), #ED4B9E!important; }  .sekcja5-przycisk a:focus { background: linear-gradient(0deg, rgba(0, 0, 0, 0.15), rgba(0, 0, 0, 0.15)), #ED4B9E!important; } .vlp-layout-blogs .vlp-block-0 {font-weight: 600!important; } <\/style>\n\n\n\n<script> function lewemenu_tab(zm) { var elements = document.getElementsByClassName(\"menu-lewe-tab\"); var i,link1,link2; for (i = 0; i < elements.length; i++) {    link1 = elements[i].getElementsByTagName(\"a\");     link1[0].style.fontWeight = \"600\";     link1[0].style.backgroundColor= \"#FAFAFA\"; } link2 = elements[zm].getElementsByTagName(\"a\"); link2[0].style.fontWeight = \"600\"; link2[0].style.backgroundColor= \"#E9F4FE\"; } <\/script>\n\n\n\n<script> function lewemenu(zm) { var elements = document.getElementsByClassName(\"menu-lewe\"); var i,link1,link2; for (i = 0; i < elements.length; i++) {    link1 = elements[i].getElementsByTagName(\"a\");     link1[0].style.fontWeight = \"600\";     link1[0].style.backgroundColor= \"#FAFAFA\"; } link2 = elements[zm].getElementsByTagName(\"a\"); link2[0].style.fontWeight = \"600\"; link2[0].style.backgroundColor= \"#E9F4FE\"; } <\/script>\n\n\n\n<div class=\"wp-block-getwid-section pulpit alignfull alignfull getwid-margin-top-none getwid-margin-bottom-none getwid-section-content-full-width\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\" style=\"min-height:100vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-5c61a2ba wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column paskek-lewy spis is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-link-color wp-elements-644444928431a8fba0d3534f7e3383ad\" style=\"margin-left:10px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:600;letter-spacing:-0.01em;line-height:1.2\">Table of Contents<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-0f2fa819517913ff0f1de552cf030e90\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(0)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section1\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section1\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What do you need to know about this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-24dff97ebac6a19763c543d336576aca\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(1)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section2\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section2\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you do with KanBo to solve this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-3afeaa3cb5ad654a721dad235379fcad\"><p class=\"menu-lewe has-link-color\" onclick=\"lewemenu(2)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section3\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section3\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you expect after solving this challenge?<\/a><\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:850px\">\n<div class=\"wp-block-getwid-section alignfull alignfull getwid-section-content-full-width\" style=\"margin-top:80px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none\" style=\"min-height:100vh;margin-left:40px;margin-right:40px\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background has-background\" style=\"background-color:#fafafa\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns are-vertically-aligned-center has-background is-layout-flex wp-container-core-columns-is-layout-fca156af wp-block-columns-is-layout-flex\" style=\"border-radius:24px;background-color:#e9f4fe;margin-top:0px;margin-bottom:15px;padding-top:40px;padding-right:40px;padding-bottom:40px;padding-left:40px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p style=\"margin-top:0px;margin-right:0;margin-bottom:40px;margin-left:0;font-size:clamp(26.465px, 1.654rem + ((1vw - 3.2px) * 1.448), 45px);font-style:normal;font-weight:700;letter-spacing:-2%;line-height:1.1\"><strong>KanBo \u2013 The Pharma-Focused Work Coordination Maestro<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-1%;line-height:1.2\"><strong>Experience ultimate task alignment, communication and collaboration<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.391), 19px);\">Trusted globally, KanBo, bridges the gap between management and engineering in complex pharmaceutical organizations. Seamless coordination, advanced project planning, and outstanding leadership are made possible through our versatile software. Stride toward your mission-critical goals with superior collaboration and communication.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1aff515d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size sekcja5-przycisk\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:700;line-height:1.4\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/\" style=\"border-radius:6px;color:#fafafa;background-color:#ed4b9e;padding-top:12px;padding-right:36px;padding-bottom:12px;padding-left:36px\" target=\"_blank\" rel=\"noreferrer noopener\">Go to KanBo Pharmaceutical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h1 class=\"wp-block-heading\" style=\"margin-top:80px;margin-bottom:80px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.04em;line-height:1.1\">KanBo for Senior Machine Learning Data Engineer in Pharmaceutical Industry: Enhancing Collaboration and Data Utilization for ML Modeling<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section1\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What do you need to know about this challenge?<\/h2>\n\n\n\n<p>Being a Senior Machine Learning Data Engineer in the Pharmaceutical industry involves complex coordination with research scientists to utilize both proprietary data and external datasets for effective ML modeling. Collaborative efforts must be seamless and efficient, ensuring that every team's contribution is effectively integrated. It's a challenge that demands meticulous organization, real-time communication, and robust data management strategies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section2\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you do with KanBo to solve this challenge?<\/h3>\n\n\n\n<p>KanBo offers a range of features that can help address this challenge:<\/p>\n\n\n\n<p>- Space: Create dedicated workspaces for different teams working on ML modeling, fostering focused collaboration and clear communication.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/spaces\/spaces\/\" class=\"vlp-link\" title=\"Spaces\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/Space.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Spaces<\/div><div class=\"vlp-block-1 vlp-link-summary\">Spaces and cards are the basic units of KanBo. With its user-friendly interface and intuitive tools, they provide a flexible solution that can meet the needs of even the largest organizations.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Card: Represent various stages of ML model development and data processing steps as cards to organize tasks effectively.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/cards\/\" class=\"vlp-link\" title=\"Cards\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Card.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Cards<\/div><div class=\"vlp-block-1 vlp-link-summary\">Cards are the most fundamental units of KanBo. Use them as a representation of tasks or any other items that need to be tracked and managed. Cards are collected in spaces that may represent projects\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Grouping: Organize related cards into groups based on specific criteria like data type or model status, ensuring easy access to related tasks.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/general-concept\/card-grouping\/\" class=\"vlp-link\" title=\"Card Grouping\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/space-cards-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Grouping<\/div><div class=\"vlp-block-1 vlp-link-summary\">Card grouping is a way of collecting cards. This feature allows you to categorize cards based on different criteria, which helps you organize and manage tasks more efficiently. The way of card\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Kanban View: Utilize the Kanban view to display tasks in different stages, enabling better work-flow management and progress tracking.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/kanban\/kanban-view\/\" class=\"vlp-link\" title=\"Kanban View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Kanban-View.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Kanban View<\/div><div class=\"vlp-block-1 vlp-link-summary\">Kanban is a visual method of workflow management. The main idea behind it is to limit work in progress, focus on completing tasks before starting new ones, and continuously improve processes. In KanBo\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Document Source: Link all relevant documents pertaining to datasets and ML models within a card, ensuring all necessary resources are at hand.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/docs\/document-sources\/\" class=\"vlp-link\" title=\"Document Sources\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/documents-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Document Sources<\/div><div class=\"vlp-block-1 vlp-link-summary\">The document source feature allows users to easily associate and organize documents within KanBo. With this feature, users can link documents from various sources, such as SharePoint\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- User Activity Stream: Keep track of all actions performed by each team member to maintain transparency and foster accountability.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/users\/user-activity-stream\/\" class=\"vlp-link\" title=\"User Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/06\/kanbo-user-social-image-1.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">User Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">The activity stream is a universal feature that is available on a card, in a space, and associated with each user. User activity stream is a record of all activities performed by a particular user.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p>- Reminder: Set personal reminders related to key datasets processing or ML modeling deadlines to ensure tasks are completed on time.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/reminder\/\" class=\"vlp-link\" title=\"Reminder\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/reminder-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Reminder<\/div><div class=\"vlp-block-1 vlp-link-summary\">The reminder is a personal date, visible only to the user who creates it. It can be useful for organizing your work. Unlike the other dates, it has an individual character. Use it to remind yourself\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"section3\" style=\"margin-bottom:40px;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you expect after solving this challenge?<\/h3>\n\n\n\n<p>By deploying KanBo to tackle this challenge, you can expect more streamlined collaboration with better data management. With enhanced organization and tracking, teams can work more efficiently towards the collective goal of successful ML modeling.<\/p>\n\n\n\n<p>In the long term, this improved coordination will speed up the ML modeling process, reducing errors and time wastage. The accessibility and visibility of all related documents and tasks through KanBo will gear the team towards a continuous improvement mindset. As a result, not only will current tasks be executed more effectively, but future data utilization and ML modeling projects will also see efficiency improvements, leading to increased productivity in your role as a Senior Machine Learning Data Engineer.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"360\" src=\"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/11\/KanBo-Use-Cases-Pharma-Banner-Desktop.png\" alt=\"\" class=\"wp-image-7272\"\/><\/a><\/figure>\n\n\n\n<div style=\"height:120px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column paskek-prawy is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:16px\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-section tablet alignfull alignfull getwid-margin-top-none getwid-margin-bottom-none getwid-section-content-full-width\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\" style=\"min-height:100vh\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-5c61a2ba wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column paskek-lewy spis is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left has-link-color wp-elements-644444928431a8fba0d3534f7e3383ad\" style=\"margin-left:10px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:600;letter-spacing:-0.01em;line-height:1.2\">Table of Contents<\/p>\n\n\n\n<p class=\"has-link-color wp-elements-447234dcfb42c7be40b0b6f4a4c880fa\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(0)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section1tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section1tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What do you need to know about this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-f423915fd9dcf4ff433a52227d89dd54\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(1)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section2tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section2tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you do with KanBo to solve this challenge?<\/a><\/p><\/p>\n\n\n\n<p class=\"has-link-color wp-elements-9b0fba5bfae41659886359fc15037a00\"><p class=\"menu-lewe-tab has-link-color\" onclick=\"lewemenu_tab(2)\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section3tab\" data-type=\"URL\" data-id=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/kanbo-for-senior-machine-learning-data-engineer-in-pharmaceutical-industry\/#section3tab\"  style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:600;line-height:1.2;color:#0c3658\">What can you expect after solving this challenge?<\/a><\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:650px\">\n<div class=\"wp-block-getwid-section alignfull alignfull getwid-section-content-full-width\" style=\"margin-top:80px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none\" style=\"min-height:100vh;margin-left:40px;margin-right:40px\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background has-background\" style=\"background-color:#fafafa\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<div class=\"wp-block-columns are-vertically-aligned-center has-background is-layout-flex wp-container-core-columns-is-layout-fca156af wp-block-columns-is-layout-flex\" style=\"border-radius:24px;background-color:#e9f4fe;margin-top:0px;margin-bottom:15px;padding-top:40px;padding-right:40px;padding-bottom:40px;padding-left:40px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p style=\"margin-top:0px;margin-right:0;margin-bottom:40px;margin-left:0;font-size:clamp(21.027px, 1.314rem + ((1vw - 3.2px) * 1.014), 34px);font-style:normal;font-weight:700;letter-spacing:-2%;line-height:1.1\"><strong>KanBo \u2013 The Pharma-Focused Work Coordination Maestro<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-1%;line-height:1.2\"><strong>Experience ultimate task alignment, communication and collaboration<\/strong><\/p>\n\n\n\n<p style=\"margin-bottom:40px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">Trusted globally, KanBo, bridges the gap between management and engineering in complex pharmaceutical organizations. Seamless coordination, advanced project planning, and outstanding leadership are made possible through our versatile software. Stride toward your mission-critical goals with superior collaboration and communication.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-1aff515d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size sekcja5-przycisk\" style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);font-style:normal;font-weight:700;line-height:1.4\"><a class=\"wp-block-button__link has-text-color has-background wp-element-button\" href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/\" style=\"border-radius:6px;color:#fafafa;background-color:#ed4b9e;padding-top:12px;padding-right:36px;padding-bottom:12px;padding-left:36px\" target=\"_blank\" rel=\"noreferrer noopener\">Go to KanBo Pharmaceutical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p style=\"margin-top:80px;margin-bottom:80px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.04em;line-height:1.1\">KanBo for Senior Machine Learning Data Engineer in Pharmaceutical Industry: Enhancing Collaboration and Data Utilization for ML Modeling<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section1tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What do you need to know about this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">Being a Senior Machine Learning Data Engineer in the Pharmaceutical industry involves complex coordination with research scientists to utilize both proprietary data and external datasets for effective ML modeling. Collaborative efforts must be seamless and efficient, ensuring that every team's contribution is effectively integrated. It's a challenge that demands meticulous organization, real-time communication, and robust data management strategies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"section2tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you do with KanBo to solve this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">KanBo offers a range of features that can help address this challenge:<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Space: Create dedicated workspaces for different teams working on ML modeling, fostering focused collaboration and clear communication.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/spaces\/spaces\/\" class=\"vlp-link\" title=\"Spaces\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/Space.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Spaces<\/div><div class=\"vlp-block-1 vlp-link-summary\">Spaces and cards are the basic units of KanBo. With its user-friendly interface and intuitive tools, they provide a flexible solution that can meet the needs of even the largest organizations.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Card: Represent various stages of ML model development and data processing steps as cards to organize tasks effectively.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/cards\/\" class=\"vlp-link\" title=\"Cards\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Card.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Cards<\/div><div class=\"vlp-block-1 vlp-link-summary\">Cards are the most fundamental units of KanBo. Use them as a representation of tasks or any other items that need to be tracked and managed. Cards are collected in spaces that may represent projects\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Grouping: Organize related cards into groups based on specific criteria like data type or model status, ensuring easy access to related tasks.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/general-concept\/card-grouping\/\" class=\"vlp-link\" title=\"Card Grouping\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/space-cards-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Card Grouping<\/div><div class=\"vlp-block-1 vlp-link-summary\">Card grouping is a way of collecting cards. This feature allows you to categorize cards based on different criteria, which helps you organize and manage tasks more efficiently. The way of card\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Kanban View: Utilize the Kanban view to display tasks in different stages, enabling better work-flow management and progress tracking.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/visualize-work\/kanban\/kanban-view\/\" class=\"vlp-link\" title=\"Kanban View\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/Kanban-View.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Kanban View<\/div><div class=\"vlp-block-1 vlp-link-summary\">Kanban is a visual method of workflow management. The main idea behind it is to limit work in progress, focus on completing tasks before starting new ones, and continuously improve processes. In KanBo\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Document Source: Link all relevant documents pertaining to datasets and ML models within a card, ensuring all necessary resources are at hand.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/docs\/document-sources\/\" class=\"vlp-link\" title=\"Document Sources\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/02\/documents-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Document Sources<\/div><div class=\"vlp-block-1 vlp-link-summary\">The document source feature allows users to easily associate and organize documents within KanBo. With this feature, users can link documents from various sources, such as SharePoint\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- User Activity Stream: Keep track of all actions performed by each team member to maintain transparency and foster accountability.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/users\/user-activity-stream\/\" class=\"vlp-link\" title=\"User Activity Stream\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/06\/kanbo-user-social-image-1.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">User Activity Stream<\/div><div class=\"vlp-block-1 vlp-link-summary\">The activity stream is a universal feature that is available on a card, in a space, and associated with each user. User activity stream is a record of all activities performed by a particular user.<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">- Reminder: Set personal reminders related to key datasets processing or ML modeling deadlines to ensure tasks are completed on time.<\/p>\n\n\n<div class=\"vlp-link-container vlp-layout-blogs wp-block-visual-link-preview-link\"><a href=\"https:\/\/help.kanboapp.com\/en\/hc\/basics\/cards\/reminder\/\" class=\"vlp-link\" title=\"Reminder\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/help.kanboapp.com\/wp-content\/uploads\/2023\/03\/reminder-social-image.png\" style=\"max-width: 560px; max-height: 560px\" \/><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">Reminder<\/div><div class=\"vlp-block-1 vlp-link-summary\">The reminder is a personal date, visible only to the user who creates it. It can be useful for organizing your work. Unlike the other dates, it has an individual character. Use it to remind yourself\u2026<\/div><div class=\"vlp-block-2 vlp-link-button\">Read More<\/div><\/div><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"section3tab\" style=\"margin-bottom:40px;font-size:clamp(16.293px, 1.018rem + ((1vw - 3.2px) * 0.68), 25px);font-style:normal;font-weight:700;letter-spacing:-0.02em;line-height:1.2\">What can you expect after solving this challenge?<\/h3>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">By deploying KanBo to tackle this challenge, you can expect more streamlined collaboration with better data management. With enhanced organization and tracking, teams can work more efficiently towards the collective goal of successful ML modeling.<\/p>\n\n\n\n<p style=\"font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.156), 16px);\">In the long term, this improved coordination will speed up the ML modeling process, reducing errors and time wastage. The accessibility and visibility of all related documents and tasks through KanBo will gear the team towards a continuous improvement mindset. As a result, not only will current tasks be executed more effectively, but future data utilization and ML modeling projects will also see efficiency improvements, leading to increased productivity in your role as a Senior Machine Learning Data Engineer.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/kanboapp.com\/en\/industries\/pharmaceutical\/use-cases\/\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"500\" src=\"https:\/\/kanboapp.com\/wp-content\/uploads\/2023\/11\/KanBo-Use-Cases-Pharma-Banner-Mobile.png\" alt=\"\" class=\"wp-image-7274\"\/><\/a><\/figure>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column paskek-prawy is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:270px\">\n<div class=\"wp-block-columns jazda is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:16px\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":7214,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7757","page","type-page","status-publish","hentry"],"blocksy_meta":{"has_hero_section":"disabled"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - 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