{"id":3662105,"date":"2025-01-28T13:09:10","date_gmt":"2025-01-28T18:09:10","guid":{"rendered":"https:\/\/vip2-msd.com\/merckcom-migrated\/?page_id=3662105"},"modified":"2025-04-09T17:16:22","modified_gmt":"2025-04-09T21:16:22","slug":"data-science-and-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/vip2-msd.com\/merckcom-migrated\/research\/areas-of-innovation\/data-science-and-artificial-intelligence\/","title":{"rendered":"Data science and artificial intelligence\u00a0"},"content":{"rendered":"\n<div id=\"mco-b2-hero-block-block_48269f50c50cc0a99394507d9726b1df\" class=\"mco-b2-hero-block full mccberg-block\">\n    <div class=\"mco-b2-hero-block-wrapper\">\n        <div class=\"mco-b2-hero-block-image-section \">\n\n                            <div class=\"mco-b2-hero-block-image-container \">\n                    <picture >\n\t<source media=\"(max-width: 767px)\" data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=768\" srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=768\" >\n<source media=\"(min-width: 768px) and (max-width: 1199px)\" data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?h=768\" srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?h=768\" >\n<source media=\"(min-width: 1200px) and (max-width: 1919px)\" data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=1200\" srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=1200\" >\n<source media=\"(min-width: 1920px)\" data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=1920\" srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=1920\" >\n\t<img data-src=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/01\/MFI-particle-counter-with-operator_HI-e1738092123897.jpg?w=1920\" alt=\"scientist working in a lab\" class=\"eager \" loading=\"eager\" \/>\n<\/picture>                                    <\/div>\n                        <div class=\"mco-b2-hero-block-image-container-two\">\n                            <\/div>\n        <\/div>\n\n        <div class=\"mco-b2-hero-block-content-section\">\n            <nav class=\"breadcrumbs wrapper text-descriptive\"aria-label=\"Breadcrumbs\"><\/nav>            \n                            <h1>Data science and artificial intelligence\u00a0<\/h1>\n            \n                            <div class=\"mco-b2-hero-block-description\"><p>We&#8217;ve been using data science, artificial intelligence (AI) and machine learning (ML) to help overcome bottlenecks in discovery, research and development for more than a decade.<\/p>\n<\/div>\n            \n                    <\/div>\n    <\/div>\n\n    \n<\/div>\n\n\n<div id=\"mco-title-block-block_8898b7e3242f222e94faa893bf96bbf0\" \n\t class=\"mco-title-block mccberg-block mt-2 mb-2 aligncenter\" \n\t \t >\n\t<div class=\"wrapper\">\n\t\t<div class=\"mco-title-block-content\">\n\t\t\t\n\t\t\t<h2 class=\"mco-title-block-title\">Ushering in the next era of R&amp;D  <\/h2>\n\n\t\t\t\t\t\t\t<p class=\"mco-title-block-description\"><p><span class=\"TextRun SCXW24128438 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW24128438 BCX0\">Our data science community spans every therapeutic <\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">area<\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">,<\/span><\/span> <span class=\"TextRun SCXW24128438 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW24128438 BCX0\">and at<\/span><span class=\"NormalTextRun SCXW24128438 BCX0\"> every level <\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">in<\/span><span class=\"NormalTextRun SCXW24128438 BCX0\"> R&amp;D, we&#8217;<\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">re<\/span><span class=\"NormalTextRun SCXW24128438 BCX0\"> building scalable data platforms to <\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">speed up <\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">innovation<\/span><span class=\"NormalTextRun SCXW24128438 BCX0\"> and bring more <\/span><span class=\"NormalTextRun CommentStart CommentHighlightPipeRest CommentHighlightRest SCXW24128438 BCX0\">life-changing <\/span><span class=\"NormalTextRun CommentHighlightPipeRest SCXW24128438 BCX0\">medicines to <\/span><span class=\"NormalTextRun SCXW24128438 BCX0\">patients. <span class=\"TextRun SCXW39280660 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW39280660 BCX0\">We see the potential of <\/span><span class=\"NormalTextRun SCXW39280660 BCX0\">data science, <\/span><span class=\"NormalTextRun SCXW39280660 BCX0\">AI<\/span><span class=\"NormalTextRun SCXW39280660 BCX0\"> and ML to help investigate new areas, pathways and mechanisms that may forge new opportunities as we continue replenishing our pipeline through enhanced insights.<\/span><\/span><span class=\"EOP SCXW39280660 BCX0\" data-ccp-props=\"{}\">\u00a0<\/span><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<\/p>\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n<div id=\"mco-three-column-content-block-block_8c1ef1d275dc6ef3269e2a9db6f050a2\"\n     class=\"mco-three-column-content-block mccberg-block mt-2 mb-2\">\n\n\t\n    <div class=\"mco-three-column-content-columns-container\">\n\n                <div class=\"mco-three-column-content-column\"\n                    >\n                        <div class=\"mco-three-column-content-col-img-container\">\n            <div class=\"mco-three-column-content-col-img\">\n                <picture>\n                    <source media=\"(max-width: 767px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/Neural-micro-spheroids.jpg?resize=767,469\">\n                    <source media=\"(min-width: 768px) and (max-width: 1199px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/Neural-micro-spheroids.jpg?resize=314,280\">\n                    <source media=\"(min-width: 1200px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/Neural-micro-spheroids.jpg?resize=404,268\">\n                    <img\n                        data-src=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/Neural-micro-spheroids.jpg?resize=404,268\"\n                        class=\"lazyload\"\n                        loading=\"lazy\"\n                        alt=\"Neural micro-spheroids\"\n                            \/>\n                <\/picture>\n            <\/div>\n        <\/div>\n\n                            <div class=\"mco-three-column-content-col-content-container\">\n            \n                            <h3>AI in discovery <\/h3>\n            \n                            <p class=\"mco-three-column-content-col-description\">We&#039;re scaling AI to explore new pathology, validate digital biomarkers of disease, help with target identification and accelerate the path to engineer novel molecules and proteins.  <\/p>\n            \n                    <\/div>\n                <\/div>\n    \n                <div class=\"mco-three-column-content-column\"\n                    >\n                        <div class=\"mco-three-column-content-col-img-container\">\n            <div class=\"mco-three-column-content-col-img\">\n                <picture>\n                    <source media=\"(max-width: 767px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/HCP_patients-masked-doctor-and-patient-looking-at-computer_hi_300dpi.jpg?resize=767,469\">\n                    <source media=\"(min-width: 768px) and (max-width: 1199px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/HCP_patients-masked-doctor-and-patient-looking-at-computer_hi_300dpi.jpg?resize=314,280\">\n                    <source media=\"(min-width: 1200px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/HCP_patients-masked-doctor-and-patient-looking-at-computer_hi_300dpi.jpg?resize=404,268\">\n                    <img\n                        data-src=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/HCP_patients-masked-doctor-and-patient-looking-at-computer_hi_300dpi.jpg?resize=404,268\"\n                        class=\"lazyload\"\n                        loading=\"lazy\"\n                        alt=\"doctor speaking to patient in mask\"\n                            \/>\n                <\/picture>\n            <\/div>\n        <\/div>\n\n                            <div class=\"mco-three-column-content-col-content-container\">\n            \n                            <h3>Real-world data &amp; evidence (RWD\/E) <\/h3>\n            \n                            <p class=\"mco-three-column-content-col-description\">We leverage real-world data, evidence and insights and real-time environmental measures to ensure safe and effective use of our medicines and vaccines.<\/p>\n            \n                    <\/div>\n                <\/div>\n    \n                <div class=\"mco-three-column-content-column\"\n                    >\n                        <div class=\"mco-three-column-content-col-img-container\">\n            <div class=\"mco-three-column-content-col-img\">\n                <picture>\n                    <source media=\"(max-width: 767px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/cyclic-peptide-in-silico-modeling.jpg?resize=767,469\">\n                    <source media=\"(min-width: 768px) and (max-width: 1199px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/cyclic-peptide-in-silico-modeling.jpg?resize=314,280\">\n                    <source media=\"(min-width: 1200px)\"\n                            data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/cyclic-peptide-in-silico-modeling.jpg?resize=404,268\">\n                    <img\n                        data-src=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/11\/cyclic-peptide-in-silico-modeling.jpg?resize=404,268\"\n                        class=\"lazyload\"\n                        loading=\"lazy\"\n                        alt=\"Person viewing a computer screen displaying a 3D molecular\"\n                            \/>\n                <\/picture>\n            <\/div>\n        <\/div>\n\n                            <div class=\"mco-three-column-content-col-content-container\">\n            \n                            <h3>Modeling &amp; simulation <\/h3>\n            \n                            <p class=\"mco-three-column-content-col-description\">We use virtual prototyping, in silico design and intelligent automation to better evaluate pipeline candidates earlier in development and enable timely analysis of clinical data. <\/p>\n            \n                    <\/div>\n                <\/div>\n    \n\n    <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Our data science strategy<\/h2>\n\n\n\n<p>Watch and learn how our scientists and technologists are scaling data science capabilities to discover and develop new medicines and vaccines.&nbsp;<\/p>\n\n\n\n<div id=\"article-images-block-block_c25b3978fa8a7a0df595a9e5072d89a1\" class=\"article-images-block-wrapper wrapper-story-narrow mccberg-block mt-2 \">\n    <section class=\"article-images-block single-article-block\">\n        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             style=\"\"\n                    >\n\t\t\t\t\t\t                            <picture>\n                                <source\n                                        media=\"(max-width: 767px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/12\/podcast-how-ai-improves-insight-hero.png?resize=321,196\"\n                                \/>\n                                <source\n                                        media=\"(min-width: 768px) and (max-width: 1199px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/12\/podcast-how-ai-improves-insight-hero.png?resize=314,209\"\n                                \/>\n                                <source\n                                        media=\"(min-width: 1200px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/12\/podcast-how-ai-improves-insight-hero.png?resize=404,268\"\n                                \/>\n                                <img\n                                        data-src=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/12\/podcast-how-ai-improves-insight-hero.png?resize=404,268\"\n                                        alt=\"Microphone with blue soundwaves\"\n                                        class=\"lazyload\"\n                                        loading=\"lazy\"\n                                \/>\n                            <\/picture>\n\t\t\t\t\t\t                    <\/span>\n                    <div class=\"mco-content-teaser-card-item-content\">\n\t\t\t\t\t\t                        <h5 class=\"fixed-h5\">Podcast: How AI can improve insight into disease biology<\/h5>                        <p>A scientist explains how we\u2019re using AI capabilities to help identify patterns in tissue and tumor samples indiscernible to the human eye<\/p>\n                    <\/div>\n                <\/a>\n\t\t\t                <a\n                     class=\"mco-content-teaser-card-item no-underline\"\n                     href=\"https:\/\/vip2-msd.com\/merckcom-migrated\/stories\/our-researchers-incorporate-llms-to-accelerate-drug-discovery-and-development\/\"\n                                    >\n                    <span\n                            class=\"mco-content-teaser-card-item-image-content-container\"\n                            style=\"\"\n                    >\n\t\t\t\t\t\t                            <picture>\n                                <source\n                                        media=\"(max-width: 767px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/02\/AI-Agent-Illustration-2.4.25.png?resize=321,196\"\n                                \/>\n                                <source\n                                        media=\"(min-width: 768px) and (max-width: 1199px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/02\/AI-Agent-Illustration-2.4.25.png?resize=314,209\"\n                                \/>\n                                <source\n                                        media=\"(min-width: 1200px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/02\/AI-Agent-Illustration-2.4.25.png?resize=404,268\"\n                                \/>\n                                <img\n                                        data-src=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2025\/02\/AI-Agent-Illustration-2.4.25.png?resize=404,268\"\n                                        alt=\"illustration of octopus multitasking\"\n                                        class=\"lazyload\"\n                                        loading=\"lazy\"\n                                \/>\n                            <\/picture>\n\t\t\t\t\t\t                    <\/span>\n                    <div class=\"mco-content-teaser-card-item-content\">\n\t\t\t\t\t\t                        <h5 class=\"fixed-h5\">Our researchers incorporate LLMs to accelerate drug discovery and development<\/h5>                        <p>What are artificial intelligence (AI) agents? They&#039;re intelligent systems combining large language models (LLM), AI models and tools to iteratively plan, execute and optimize tasks<\/p>\n                    <\/div>\n                <\/a>\n\t\t\t                <a\n                     class=\"mco-content-teaser-card-item no-underline\"\n                     href=\"https:\/\/vip2-msd.com\/merckcom-migrated\/stories\/ai-optimizes-the-quest-for-small-molecules\/\"\n                                    >\n                    <span\n                            class=\"mco-content-teaser-card-item-image-content-container\"\n                            style=\"\"\n                    >\n\t\t\t\t\t\t                            <picture>\n                                <source\n                                        media=\"(max-width: 767px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/08\/Sample-handling-in-ACDS-SAS-lab_HI.jpg?resize=321,196\"\n                                \/>\n                                <source\n                                        media=\"(min-width: 768px) and (max-width: 1199px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/08\/Sample-handling-in-ACDS-SAS-lab_HI.jpg?resize=314,209\"\n                                \/>\n                                <source\n                                        media=\"(min-width: 1200px)\"\n                                        data-srcset=\"https:\/\/vip2-msd.com\/merckcom-migrated\/wp-content\/uploads\/sites\/152\/2024\/08\/Sample-handling-in-ACDS-SAS-lab_HI.jpg?resize=404,268\"\n                                \/>\n                                <img\n                                        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lab\"\n                                class=\"lazyload parallax-scroll\"\n                                loading=\"lazy\"\n                            \/>\n                                                            <\/picture>\n\t\t\t\t            <\/div>\n\t\t        <div class=\"mco-b5-content-block-content-section\">\n\t\t\t\n\t\t\t                <h3 class=\"mco-b5-content-block-heading mcc-b5-normal-title\">\n                    Our ethics and compliance principles for AI                <\/h3 >\n\t\t\t\n\t\t\t                <div class=\"mco-b5-content-block-description\"><p class=\"mco-four-column-content-col-description\"><span data-teams=\"true\">Here are the principles we follow to ensure ethical and responsible use of AI to better the lives of our patients, customers and society.<\/span><\/p>\n<\/div>\n\t\t\t\n                        <div class=\"mco-b5-content-block-content-buttons-container\">\n\t\t\t\t                    <a class=\"btn secondary read_more\"\n            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class=\"mco-b5-content-block-heading mcc-b5-normal-title\">\n                    Advance your data science career with us\u00a0                <\/h3 >\n\t\t\t\n\t\t\t                <div class=\"mco-b5-content-block-description\"><p><span data-contrast=\"auto\">We are looking for scientists and technologists who are passionate about making a difference for patients.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div>\n\t\t\t\n                        <div class=\"mco-b5-content-block-content-buttons-container\">\n\t\t\t\t                    <a class=\"btn secondary read_more\"\n                       href=\"https:\/\/jobs.merck.com\/us\/en\/search-results?keywords=data%20science\"\n                       title=\"Explore the possibilities\"\n                                              target=\"\">Explore the possibilities<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n<div class=\"mco-b5-content-block-modal popup\" style=\"display: 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vaccines.&nbsp;<\/p>\n","protected":false},"author":64,"featured_media":3660398,"parent":3667374,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"bdl_company_name":[],"bdl_item_external_link":[],"inpsyde_pem_expiration_date":[],"inpsyde_pem_expiration_action":[],"editor_notices":[],"footnotes":""},"class_list":["post-3662105","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.9.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data science and artificial intelligence\u00a0 - Merck.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/vip2-msd.com\/merckcom-migrated\/research\/areas-of-innovation\/data-science-and-artificial-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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