{"id":11310,"date":"2019-08-02T14:49:11","date_gmt":"2019-08-02T12:49:11","guid":{"rendered":"http:\/\/sup-gal.ig-edu.univ-paris13.fr\/index.php\/formation\/informatique-7\/"},"modified":"2025-11-13T17:56:52","modified_gmt":"2025-11-13T15:56:52","slug":"macs","status":"publish","type":"page","link":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/formation\/macs\/","title":{"rendered":"Math\u00e9matiques Appliqu\u00e9es"},"content":{"rendered":"<div id=\"pl-11310\"  class=\"panel-layout\" ><div id=\"pg-11310-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-0-0-0\" class=\"so-panel widget widget_heading panel-first-child panel-last-child\" data-index=\"0\" ><div class=\"thim-widget-heading template-base\"><div class=\"sc_heading  text-center\"><h2 style=\"color:#9b98cd;\" class=\"title\">\u201cExplorez les diff\u00e9rentes facettes des Math\u00e9matiques Appliqu\u00e9es afin de r\u00e9soudre les probl\u00e8mes les plus complexes !\u201d<\/h2><\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-1-0-0\" class=\"so-panel widget widget_heading panel-first-child\" data-index=\"1\" ><div class=\"thim-widget-heading template-base\"><div class=\"sc_heading  text-left\"><h3 style=\"text-transform: uppercase;\" class=\"title\">Objectifs<\/h3><span class=\"line\"><\/span><\/div><\/div><\/div><div id=\"panel-11310-1-0-1\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Cette sp\u00e9cialit\u00e9 a pour objectif de former des <strong>ing\u00e9nieurs en math\u00e9matiques appliqu\u00e9es<\/strong>. Les ing\u00e9nieurs terminent la formation (anciennement appel\u00e9e MACS : Math\u00e9matiques Appliqu\u00e9es et Calcul Scientifique) avec de solides comp\u00e9tences en mod\u00e9lisation, d\u00e9veloppement de codes de calcul, analyse et traitement de grandes bases de donn\u00e9es leur permettant de r\u00e9pondre efficacement aux probl\u00e8mes de :<\/p>\n<ul>\n<li><strong>la physique<\/strong> : m\u00e9canique des solides, m\u00e9canique des fluides, \u00e9lectromagn\u00e9tisme, a\u00e9roacoustique, neutronique<\/li>\n<li><strong>la finance<\/strong> : calcul de produits d\u00e9riv\u00e9s, optimisation financi\u00e8re<\/li>\n<li><strong>tous les secteurs de l'industrie ou des services<\/strong> disposant de donn\u00e9es \u00e0 exploiter<\/li>\n<\/ul>\n<p>Les \u00e9l\u00e8ves-ing\u00e9nieurs de la sp\u00e9cialit\u00e9 Math\u00e9matiques Appliqu\u00e9es ont la possibilit\u00e9 d\u2019effectuer une mobilit\u00e9 \u00e0 l\u2019\u00c9cole d\u2019ing\u00e9nieurs <a href=\"https:\/\/enseirb-matmeca.bordeaux-inp.fr\/fr\/mathematique-et-mecanique\" target=\"_blank\" rel=\"noopener\">ENSEIRB-MATMECA-Bordeaux INP<\/a> en double-dipl\u00f4me (2 ans \u00e0 Sup Galil\u00e9e + 2 ans \u00e0 l\u2019ENSEIRB-MATMECA) pour se sp\u00e9cialiser en m\u00e9canique (avec applications en a\u00e9ronautique, automobile...).<\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-1-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-1-1-0\" class=\"so-panel widget widget_siteorigin-panels-builder panel-first-child panel-last-child\" data-index=\"3\" ><div class=\"panel-widget-style panel-widget-style-for-11310-1-1-0\" ><div id=\"pl-w65ea10b443297\"  class=\"panel-layout\" ><div id=\"pg-w65ea10b443297-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-w65ea10b443297-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-w65ea10b443297-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p><strong>Type de dipl\u00f4me :<\/strong> Formation d'ing\u00e9nieur<\/p>\n<p><strong>Niveau d\u2019\u00e9tude :<\/strong> Bac+5<\/p>\n<p><strong>Grade :<\/strong> Master<\/p>\n<p><strong>Dur\u00e9e :<\/strong> 3 ans<\/p>\n<p><strong>Accessibilit\u00e9 :<\/strong> concours Polytech niveau Bac+2 (CPGE) ou dossier et entretien niveaux L2 L3<\/p>\n<p><strong>Contact secr\u00e9tariat<\/strong> : 01 49 40 33 75<br \/>\nmacs.sup.galilee@univ-paris13.fr<\/p>\n<\/div>\n<\/div><\/div><div id=\"panel-w65ea10b443297-0-0-1\" class=\"so-panel widget widget_sow-button panel-last-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-atom-88c922ee6212\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-center\"\n>\n\t\t\t<a\n\t\t\t\t\thref=\"\/wp-content\/uploads\/2024\/02\/Sup-Galilee-Fiche-formation-Ingenieur-Mathematiques-Appliquees.pdf\"\n\t\t\t\t\tclass=\"sowb-button ow-icon-placement-left ow-button-hover\" target=\"_blank\" rel=\"noopener noreferrer\" \t>\n\t\t<span>\n\t\t\t<span class=\"sow-icon-elegantline\" data-sow-icon=\"&#xe008;\"\n\t\tstyle=\"\" \n\t\taria-hidden=\"true\"><\/span>\n\t\t\tFiche formation\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-2\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-2-0-0\" class=\"so-panel widget widget_heading panel-first-child panel-last-child\" data-index=\"4\" ><div class=\"thim-widget-heading template-base\"><div class=\"sc_heading  text-left\"><h3 style=\"text-transform: uppercase;\" class=\"title\">D\u00e9roul\u00e9 de la formation<\/h3><span class=\"line\"><\/span><\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-3\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-3-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"5\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h4>Ann\u00e9e 1<\/h4>\n<\/div>\n<\/div><\/div><div id=\"panel-11310-3-0-1\" class=\"so-panel widget widget_sow-editor\" data-index=\"6\" ><div class=\"panel-widget-style panel-widget-style-for-11310-3-0-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p><strong>Formation aux savoirs de bases de l\u2019ing\u00e9nieur en math\u00e9matiques appliqu\u00e9es<\/strong><\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"panel-11310-3-0-2\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"7\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Un socle de connaissances fondamentales pour le futur ing\u00e9nieur est dispens\u00e9 en premi\u00e8re ann\u00e9e, comprenant :<\/p>\n<ul>\n<li>une <strong>formation de base<\/strong> commune aux \u00e9l\u00e8ves ing\u00e9nieurs de Sup Galil\u00e9e : en Culture Ing\u00e9nieur, math\u00e9matiques, informatique et anglais<\/li>\n<li>des <strong>cours fondamentaux sp\u00e9cifiques<\/strong> : analyse num\u00e9rique, optimisation, probabilit\u00e9s, statistiques et calculs scientifiques, mod\u00e9lisation et r\u00e9solution de probl\u00e8mes complexes<\/li>\n<li>des cours d\u2019<strong>initiation<\/strong> : en m\u00e9canique et finance<\/li>\n<li>un <strong>stage d\u00e9couverte de l'entreprise<\/strong> de fin d\u2019ann\u00e9e : 1 mois<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-3-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-3-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"8\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h4>Ann\u00e9e 2<\/h4>\n<\/div>\n<\/div><\/div><div id=\"panel-11310-3-1-1\" class=\"so-panel widget widget_sow-editor\" data-index=\"9\" ><div class=\"panel-widget-style panel-widget-style-for-11310-3-1-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p><b>Approfondissement des connaissances <\/b><\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"panel-11310-3-1-2\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"10\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Cette ann\u00e9e est consacr\u00e9e \u00e0 la consolidation du socle commun et \u00e0 l\u2019acquisition de comp\u00e9tences nouvelles plus sp\u00e9cialis\u00e9es avec :<\/p>\n<ul>\n<li>des <strong>cours sp\u00e9cifiques plus avanc\u00e9s<\/strong><\/li>\n<li>des <strong>cours orient\u00e9s vers des applications<\/strong> : m\u00e9canique des fluides et des solides, calculs stochastique pour la finance<\/li>\n<li>divers <strong>projets num\u00e9riques<\/strong> : par groupe et personnels<\/li>\n<li>un <strong>voyage d\u2019\u00e9tude international<\/strong> : pr\u00e9sentation des principales places financi\u00e8res voisines et de leurs industries de pointe (pr\u00e9c\u00e9demment Luxembourg, Gen\u00e8ve, Londres et Madrid)<\/li>\n<li>un <strong>stage technicien <\/strong>de fin d\u2019ann\u00e9e en entreprise : 2 mois<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-3-2\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-3-2-0\" class=\"so-panel widget widget_sow-editor panel-first-child\" data-index=\"11\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h4>Ann\u00e9e 3<\/h4>\n<\/div>\n<\/div><\/div><div id=\"panel-11310-3-2-1\" class=\"so-panel widget widget_sow-editor\" data-index=\"12\" ><div class=\"panel-widget-style panel-widget-style-for-11310-3-2-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p><b>Perfectionnement vers l\u2019insertion professionnelle <\/b><\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"panel-11310-3-2-2\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"13\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Les futurs ing\u00e9nieurs se sp\u00e9cialisent dans au moins un domaine parmi <strong>\u00c9quations aux d\u00e9riv\u00e9es partielles et calcul scientifique<\/strong>, <strong>Analyse de donn\u00e9es<\/strong>, et <strong>Finance<\/strong>, en suivant les cours optionnels associ\u00e9s, qui s'ajoutent aux cours obligatoires, de niveau Master 2<\/p>\n<p>Cette derni\u00e8re ann\u00e9e permet aux futurs ing\u00e9nieurs en Math\u00e9matiques Appliqu\u00e9es :<\/p>\n<ul>\n<li>d\u2019effectuer pour certains la troisi\u00e8me ann\u00e9e \u00e0 l\u2019<a href=\"https:\/\/www.centrale-mediterranee.fr\/fr\" target=\"_blank\" rel=\"noopener\">\u00c9cole Centrale M\u00e9diterran\u00e9e<\/a>, anciennement \u00c9cole centrale de Marseille<\/li>\n<li>d\u2019<strong>obtenir un double dipl\u00f4me<\/strong> (pour les meilleurs \u00e9tudiants) : <a href=\"https:\/\/www.math.univ-paris13.fr\/masters\/Masters_M2_donnees.html\" target=\"_blank\" rel=\"noopener\">Master 2 Math\u00e9matiques des Donn\u00e9es<\/a> ou <a href=\"http:\/\/odf.univ-paris13.fr\/fr\/offre-de-formation\/feuilleter-le-catalogue-1\/droit-economie-gestion-DEG\/master-lmd-XB\/master-mention-monnaie-banque-finance-assurance-parcours-ingenierie-financiere-et-modelisation-program-ep6fim-116-2-2.html\" target=\"_blank\" rel=\"noopener\">Master 2 Ing\u00e9nierie Financi\u00e8re et Mod\u00e9lisation<\/a> de l\u2019Universit\u00e9 partenaire Sorbonne Paris Nord<\/li>\n<li>d\u2019effectuer une <strong>initiation au travail de recherche<\/strong> en laboratoire : Projet de Fin d\u2019\u00c9tude (PFE) sur 90 h environ<\/li>\n<li>de faire un <strong>stage ing\u00e9nieur<\/strong> de fin d\u2019\u00e9tudes : 4 \u00e0 6 mois<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><\/div><div id=\"pg-11310-4\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-4-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-4-0-0\" class=\"so-panel widget widget_heading panel-first-child panel-last-child\" data-index=\"14\" ><div class=\"thim-widget-heading template-base\"><div class=\"sc_heading  text-left\"><h3 style=\"text-transform: uppercase;\" class=\"title\">Et apr\u00e8s ?<\/h3><span class=\"line\"><\/span><\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-5\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-5-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-5-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"15\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Nos ing\u00e9nieurs exercent leur activit\u00e9 dans tous les secteurs o\u00f9 le calcul scientifique s\u2019applique \u00e0 des probl\u00e8mes concrets.<\/p>\n<p>Ils peuvent devenir <strong>ing\u00e9nieurs de recherche ou d\u2019\u00e9tudes<\/strong> aupr\u00e8s de :<\/p>\n<ul>\n<li>grands groupes industriels : Airbus, Dassault, EDF, IFP, Safran\u2026<\/li>\n<li>\u00e9tablissements publics : CEA, ONERA, INRIA\u2026<\/li>\n<li>soci\u00e9t\u00e9s de service en ing\u00e9nierie : Bertin, IMACS\u2026<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-5-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-5-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"16\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Les \u00e9l\u00e8ves-ing\u00e9nieurs peuvent aussi exercer des postes d<strong>\u2019ing\u00e9nieurs financiers<\/strong> ou <strong>analystes de donn\u00e9es<\/strong> aupr\u00e8s de :<\/p>\n<ul>\n<li>banques ou organismes financiers : Soci\u00e9t\u00e9 G\u00e9n\u00e9rale, Natixis, Dexia\u2026<\/li>\n<li>soci\u00e9t\u00e9s d\u2019assurance : AXA, Groupama\u2026<\/li>\n<li>toute entreprise (secteur industriel, commercial, m\u00e9dical...) souhaitant valoriser les donn\u00e9es qu'elle recueille ou produit<\/li>\n<\/ul>\n<p>Ils peuvent aussi int\u00e9grer des <strong>organismes de recherche ou de d\u00e9veloppement industriel<\/strong> par l\u2019interm\u00e9diaire d\u2019une th\u00e8se de doctorat CFR (Contrat de Formation par la Recherche) ou <a href=\"https:\/\/www.enseignementsup-recherche.gouv.fr\/fr\/les-cifre-46510\" target=\"_blank\" rel=\"noopener\">CIFRE<\/a> pour une double comp\u00e9tence d\u2019ing\u00e9nieur et d\u2019universitaire.<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><div id=\"pg-11310-6\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-11310-6\" ><div id=\"pgc-11310-6-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-6-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"17\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3>Data Scientist<\/h3>\n<p>Le Data Scientist est un ing\u00e9nieur <strong>sp\u00e9cialis\u00e9 en statistiques,<\/strong> ayant pour mission d'<strong>exploiter des donn\u00e9es<\/strong> dont dispose l'entreprise afin d'<strong>am\u00e9liorer sa productivit\u00e9<\/strong> : mesures sur des proc\u00e9d\u00e9s industriels que l'on souhaite optimiser, suivi des pannes pour organiser une maintenance pr\u00e9ventive, informations sur les clients pour cibler une campagne marketing, historique des cours d'actifs financiers pour \u00e9valuer des investissements,... Il <strong>\"nettoie\" les donn\u00e9es brutes<\/strong>, <strong>propose des mod\u00e8les math\u00e9matiques<\/strong> pour d\u00e9crire les donn\u00e9es et <strong>d\u00e9veloppe des algorithmes<\/strong> pour les analyser et <strong>automatiser \u00e0 partir de celles-ci des prises de d\u00e9cisions futures<\/strong>.<\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-6-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-6-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"18\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-14072\" src=\"https:\/\/sup-gal.ig-edu.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/data_scientist-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/data_scientist-300x200.jpg 300w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/data_scientist-272x182.jpg 272w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/data_scientist.jpg 600w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-7\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-11310-7\" ><div id=\"pgc-11310-7-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-7-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"19\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-11119\" src=\"https:\/\/sup-gal.ig-edu.univ-paris13.fr\/wp-content\/uploads\/2019\/07\/macs-300x187.jpg\" alt=\"\" width=\"300\" height=\"187\" srcset=\"https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2019\/07\/macs-300x187.jpg 300w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2019\/07\/macs-768x480.jpg 768w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2019\/07\/macs-1024x640.jpg 1024w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2019\/07\/macs.jpg 1820w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-7-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-7-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"20\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3>Analyste quantitatif<\/h3>\n<p>L'Analyste quantitatif, ou \"quant\", est un <strong>ing\u00e9nieur financier<\/strong> qui propose et met en \u0153uvre des <strong>mod\u00e8les math\u00e9matiques<\/strong> pour <strong>\u00e9valuer les risques li\u00e9s \u00e0 des positions sur les march\u00e9s financiers et \u00e0 estimer le prix des produits<\/strong>. Dot\u00e9 d'un haut niveau d'expertise math\u00e9matique, il effectue aussi une veille des innovations scientifiques et techniques en analyse financi\u00e8re et en apprentissage statistique pour <strong>proposer des mod\u00e8les plus performants<\/strong>, les param\u00e9trer et les impl\u00e9menter efficacement. Ses conclusions permettent aux traders et gestionnaires de d\u00e9finir leur strat\u00e9gie d'investissement.<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-8\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-11310-8\" ><div id=\"pgc-11310-8-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-8-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"21\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3>Analyste SI<\/h3>\n<p>L'Analyste SI (syst\u00e8mes d'information) <strong>dans les institutions bancaires<\/strong> est un sp\u00e9cialiste de <strong>d\u00e9veloppement informatique,<\/strong> doubl\u00e9 d'un fin <strong>connaisseur des notions financi\u00e8res,<\/strong> capable de mettre en place des solutions logicielles facilitant les prises de d\u00e9cisions et leur mise en \u0153uvre en automatisant et synth\u00e9tisant des proc\u00e9dures et rapports : <strong>au contact avec les traders et gestionnaires de fonds<\/strong>, il intervient aux diff\u00e9rentes phases d'un projet, de l'<strong>analyse des besoins exprim\u00e9s par le front office<\/strong> et de la <strong>r\u00e9daction de sp\u00e9cifications \u00e0 la programmation<\/strong> et au <strong>suivi apr\u00e8s la mise en production<\/strong>. Ses comp\u00e9tences scientifiques lui permettent de mieux appr\u00e9hender les contraintes et enjeux des demandes et de proposer des solutions pertinentes.<\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-8-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-8-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"22\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-14073\" src=\"https:\/\/sup-gal.ig-edu.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/analyste_SI-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/analyste_SI-300x300.jpg 300w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/analyste_SI-150x150.jpg 150w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/analyste_SI-768x768.jpg 768w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2024\/03\/analyste_SI.jpg 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-9\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-11310-9\" ><div id=\"pgc-11310-9-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-9-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"23\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-3237\" src=\"https:\/\/sup-gal.ig-edu.univ-paris13.fr\/wp-content\/uploads\/2015\/06\/course-12-300x172.jpg\" alt=\"\" width=\"300\" height=\"172\" srcset=\"https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2015\/06\/course-12-300x172.jpg 300w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2015\/06\/course-12-768x441.jpg 768w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2015\/06\/course-12-600x345.jpg 600w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2015\/06\/course-12.jpg 870w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-9-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-9-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"24\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3><strong>Ing\u00e9nieur de recherche et d\u00e9veloppement en calcul scientifique<\/strong><\/h3>\n<p>L'Ing\u00e9nieur de recherche et d\u00e9veloppement en calcul scientifique participe au <strong>d\u00e9veloppement et \u00e0 l'optimisation de logiciels de simulation industriels<\/strong> (automobile, a\u00e9ronautique, biotechnologies,...). Il am\u00e9liore les m\u00e9thodes num\u00e9riques mises en \u0153uvre dans les codes de production. L'ing\u00e9nieur <strong>con\u00e7oit des solutions<\/strong> pour d\u00e9velopper ou am\u00e9liorer un produit (pi\u00e8ce technique, proc\u00e9d\u00e9,...) existant ou nouveau en vue de son industrialisation. Cette <strong>phase de calcul et d'essais<\/strong> est un outil primordial pour l'industrie et la recherche car elle \u00e9vite la longue et co\u00fbteuse fabrication de prototypes et permet m\u00eame parfois d'exposer (virtuellement) des pi\u00e8ces \u00e0 des situations impossibles \u00e0 produire exp\u00e9rimentalement. <strong>Ce m\u00e9tier concilie recherche et applications concr\u00e8tes<\/strong>, avec une \u00e9volution professionnelle dans les th\u00e9matiques du calcul scientifique : mod\u00e9lisation, analyse num\u00e9rique, d\u00e9veloppement de codes, calcul haute performance.<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-10\"  class=\"panel-grid panel-has-style\" ><div class=\"panel-row-style panel-row-style-for-11310-10\" ><div id=\"pgc-11310-10-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-10-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"25\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3>Formation Math\u00e9matiques Appliqu\u00e9es enregistr\u00e9e au RNCP sur France Comp\u00e9tences<\/h3>\n<p><a href=\"https:\/\/www.francecompetences.fr\/recherche\/rncp\/41379\/\" target=\"_blank\" rel=\"noopener\">&gt; Voir le d\u00e9tail<\/a><\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-10-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-10-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"26\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-14514\" src=\"https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2025\/11\/logo-france-competences-450x267-1-300x178.png\" alt=\"\" width=\"300\" height=\"178\" srcset=\"https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2025\/11\/logo-france-competences-450x267-1-300x178.png 300w, https:\/\/www.sup-galilee.univ-paris13.fr\/wp-content\/uploads\/2025\/11\/logo-france-competences-450x267-1.png 450w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-11\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-11-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-11-0-0\" class=\"so-panel widget widget_heading panel-first-child panel-last-child\" data-index=\"27\" ><div class=\"thim-widget-heading template-base\"><div class=\"sc_heading  text-left\"><h3 style=\"text-transform: uppercase;\" class=\"title\">T\u00e9moignages d'anciens dipl\u00f4m\u00e9s<\/h3><span class=\"line\"><\/span><\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-12\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-12-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-12-0-0\" class=\"so-panel widget widget_sow-testimonials panel-first-child panel-last-child\" data-index=\"28\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-testimonials so-widget-sow-testimonials-default-11ebdc7b4b2d-11310\"\n\t\t\t\n\t\t><div class=\"sow-testimonials\">\n\t\t\t\t\t<div class=\"sow-testimonial-wrapper sow-user-left sow-layout-text-above\">\n\t\t\t<div class=\"sow-testimonial\">\n\t\t\t\t\t\t\t\t\t<div class=\"sow-testimonial-text\">\n\t\t\t\t\t\t<p><em>\"La MACS apporte des connaissances solides dans diff\u00e9rents domaines des math\u00e9matiques et en programmation, et permet \u00e0 ses \u00e9tudiants de d\u00e9couvrir de nombreux domaines d'application tels que la simulation num\u00e9rique, la finance, ou la data science. La sp\u00e9cialisation se fait au travers d'options en 2\u00e8me et 3\u00e8me ann\u00e9es, ce qui laisse le temps de d\u00e9couvrir, aux travers de cours d'initiation, ce qui nous int\u00e9resse le plus. Cette diversit\u00e9 d'options donne aux \u00e9tudiants une grande capacit\u00e9 d'adaptation et d\u00e9veloppe l'autonomie. La qualit\u00e9 des cours, reconnue par les entreprises, donne toutes les bases pour s'\u00e9panouir professionnellement. La MACS est une formation qui pla\u00eet sur le march\u00e9 du travail.\"<\/em><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"sow-testimonial-user\">\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"sow-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"sow-testimonial-name\"><strong>Guillaume POLET (Ancien \u00e9tudiant MACS Promotion 2023)<\/strong><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"sow-testimonial-location\">Ing\u00e9nieur Concepteur de Formes - Aviation<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"sow-testimonial-wrapper sow-user-left sow-layout-text-above\">\n\t\t\t<div class=\"sow-testimonial\">\n\t\t\t\t\t\t\t\t\t<div class=\"sow-testimonial-text\">\n\t\t\t\t\t\t<p><em>\"La formation MACS m'a permis de d\u00e9velopper mes capacit\u00e9s d'adaptation, qui sont, selon moi, un atout inestimable dans le domaine professionnel. \u00c0 mon sens, les plus grandes forces de cette formation r\u00e9sident dans la richesse de ses cours, la qualit\u00e9 de son corps professoral, ainsi que dans la rigueur et l'exigence qu'elle inculque. La MACS incite ses \u00e9tudiants \u00e0 se surpasser et \u00e0 d\u00e9velopper des valeurs fortes, leur permettant ainsi de devenir des ing\u00e9nieurs engag\u00e9s et tr\u00e8s qualifi\u00e9s.\u201d<\/em><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"sow-testimonial-user\">\n\t\t\t\t\t\n\t\t\t\t\t<div class=\"sow-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"sow-testimonial-name\"><strong>Mitul VYAS (Ancien \u00e9tudiant MACS Promotion 2019)<\/strong><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"sow-testimonial-location\">Analyste quantitatif et Data Scientist - Finance<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div id=\"pg-11310-13\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-13-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-13-0-0\" class=\"so-panel widget widget_heading panel-first-child panel-last-child\" data-index=\"29\" ><div class=\"thim-widget-heading template-base\"><div class=\"sc_heading  text-left\"><h3 style=\"text-transform: uppercase;\" class=\"title\">Plus de d\u00e9tails<\/h3><span class=\"line\"><\/span><\/div><\/div><\/div><\/div><\/div><div id=\"pg-11310-14\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-11310-14-0\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-14-0-0\" class=\"so-panel widget widget_sow-button panel-first-child panel-last-child\" data-index=\"30\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-atom-c79703b27520-11310\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-center\"\n>\n\t\t\t<a\n\t\t\t\t\thref=\"\/wp-content\/uploads\/2024\/02\/Sup-Galilee-Fiche-formation-Ingenieur-Mathematiques-Appliquees.pdf\"\n\t\t\t\t\tclass=\"sowb-button ow-icon-placement-top ow-button-hover\" target=\"_blank\" rel=\"noopener noreferrer\" \t>\n\t\t<span>\n\t\t\t<span class=\"sow-icon-elegantline\" data-sow-icon=\"&#xe008;\"\n\t\tstyle=\"\" \n\t\taria-hidden=\"true\"><\/span>\n\t\t\tFiche formation\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-14-1\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-14-1-0\" class=\"so-panel widget widget_sow-button panel-first-child panel-last-child\" data-index=\"31\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-atom-19cacca871e7-11310\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-center\"\n>\n\t\t\t<a\n\t\t\t\t\thref=\"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/formation\/macs\/controle-des-connaissance-macs\/\"\n\t\t\t\t\tclass=\"sowb-button ow-icon-placement-top ow-button-hover\" \t>\n\t\t<span>\n\t\t\t<span class=\"sow-icon-elegantline\" data-sow-icon=\"&#xe019;\"\n\t\tstyle=\"\" \n\t\taria-hidden=\"true\"><\/span>\n\t\t\tModalit\u00e9s de contr\u00f4le des connaissances\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><div id=\"pgc-11310-14-2\"  class=\"panel-grid-cell\" ><div id=\"panel-11310-14-2-0\" class=\"so-panel widget widget_sow-button panel-first-child panel-last-child\" data-index=\"32\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-atom-9261580827f8-11310\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-center\"\n>\n\t\t\t<a\n\t\t\t\t\thref=\"\/wp-content\/uploads\/2024\/01\/Organigramme_Sup_Galilee.pdf\"\n\t\t\t\t\tclass=\"sowb-button ow-icon-placement-top ow-button-hover\" target=\"_blank\" rel=\"noopener noreferrer\" \t>\n\t\t<span>\n\t\t\t<span class=\"sow-icon-elegantline\" data-sow-icon=\"&#xe00b;\"\n\t\tstyle=\"\" \n\t\taria-hidden=\"true\"><\/span>\n\t\t\tOrganigramme\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Cette sp\u00e9cialit\u00e9 a pour objectif de former des ing\u00e9nieurs en math\u00e9matiques appliqu\u00e9es. Les ing\u00e9nieurs terminent la formation (anciennement appel\u00e9e MACS : Math\u00e9matiques Appliqu\u00e9es et Calcul Scientifique) avec de solides comp\u00e9tences en mod\u00e9lisation, d\u00e9veloppement de codes de calcul, analyse et traitement &hellip; <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":9025,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-11310","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/pages\/11310","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/comments?post=11310"}],"version-history":[{"count":79,"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/pages\/11310\/revisions"}],"predecessor-version":[{"id":14525,"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/pages\/11310\/revisions\/14525"}],"up":[{"embeddable":true,"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/pages\/9025"}],"wp:attachment":[{"href":"https:\/\/www.sup-galilee.univ-paris13.fr\/index.php\/wp-json\/wp\/v2\/media?parent=11310"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}