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Deux axes de recherche appliqu\u00e9e ing\u00e9nierie logicielle souveraine et sciences du facteur humain industriel. Des probl\u00e8mes que personne n’a encore r\u00e9solus.<\/p>\n

L’enjeu ? R\u00e9inventer l’intelligence industrielle.<\/strong><\/p>\n

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_module_preset=\u00a0\u00bbdefault\u00a0\u00bb background_color=\u00a0\u00bb#FFFFFF\u00a0\u00bb custom_padding=\u00a0\u00bb||||false|false\u00a0\u00bb border_radii=\u00a0\u00bboff|24px|||24px\u00a0\u00bb border_color_all=\u00a0\u00bb#d8d8d8″ global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bbPoppins||||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#01C3FF\u00a0\u00bb custom_margin=\u00a0\u00bb20px||45px|17px|false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Notre point de d\u00e9part<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bbBarlow Condensed|700|||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#000000″ text_font_size=\u00a0\u00bb25px\u00a0\u00bb text_line_height=\u00a0\u00bb28.6px\u00a0\u00bb custom_margin=\u00a0\u00bb0px|1px|351px|18px|false|false\u00a0\u00bb custom_padding=\u00a0\u00bb||0px||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Pourquoi les outils industriels accusent-ils toujours un temps de retard sur les technologies que les collaborateurs utilisent chaque jour dans leur\u00a0<\/span>vie personnelle\u00a0?<\/em><\/span><\/p>\n

[\/et_pb_text][et_pb_image src=\u00a0\u00bbhttps:\/\/ioicloud.net\/wp-content\/uploads\/2026\/05\/color2-scaled.png\u00a0\u00bb title_text=\u00a0\u00bb?color2″ _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb-346px||80px|14px|false|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px||||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][\/et_pb_image][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bb|600|on||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#878787″ custom_margin=\u00a0\u00bb0px|5px||20px|false|false\u00a0\u00bb custom_padding=\u00a0\u00bb0px|0px|43px||false|false\u00a0\u00bb border_color_left=\u00a0\u00bb#01C3FF\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Cette question est \u00e0 l’origine de tout. Notre p\u00f4le R&D existe pour y r\u00e9pondre \u2014 m\u00e9thodiquement, rigoureusement, sur le long terme<\/p>\n

[\/et_pb_text][\/et_pb_column][et_pb_column type=\u00a0\u00bb1_2″ _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb background_enable_color=\u00a0\u00bboff\u00a0\u00bb custom_padding=\u00a0\u00bb|0px||0px|false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bb|600|||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#6b6b6b\u00a0\u00bb text_font_size=\u00a0\u00bb12px\u00a0\u00bb background_color=\u00a0\u00bb#FFFFFF\u00a0\u00bb custom_margin=\u00a0\u00bb28px|56px|||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb8px|8px|8px|13px|false|false\u00a0\u00bb border_radii=\u00a0\u00bbon|21px|21px|21px|21px\u00a0\u00bb border_width_all=\u00a0\u00bb1px\u00a0\u00bb border_color_all=\u00a0\u00bb#ededed\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Le constat<\/span><\/strong><\/p>\n

L’industrie investit. Elle se digitalise. Pourtant, pour la premi\u00e8re fois dans l’histoire des r\u00e9volutions technologiques, les gains peinent \u00e0 se mat\u00e9rialiser. Les outils ont \u00e9t\u00e9 con\u00e7us pour les processus \u2014 rarement pour ceux qui les font vivre.<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bb|600|||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#6b6b6b\u00a0\u00bb text_font_size=\u00a0\u00bb12px\u00a0\u00bb background_color=\u00a0\u00bb#FFFFFF\u00a0\u00bb custom_margin=\u00a0\u00bb28px|56px|||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb8px|8px|8px|13px|false|false\u00a0\u00bb border_radii=\u00a0\u00bbon|21px|21px|21px|21px\u00a0\u00bb border_width_all=\u00a0\u00bb1px\u00a0\u00bb border_color_all=\u00a0\u00bb#ededed\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Le sympt\u00f4me<\/span><\/span><\/strong><\/p>\n

Des KPI produits pour des r\u00e9unions \u2014 si complexes \u00e0 calibrer qu’ils sont souvent obsol\u00e8tes avant d’\u00eatre lus. La r\u00e9alit\u00e9 terrain reste floue.<\/span><\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bb|600|||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#6b6b6b\u00a0\u00bb text_font_size=\u00a0\u00bb12px\u00a0\u00bb background_color=\u00a0\u00bb#FFFFFF\u00a0\u00bb custom_margin=\u00a0\u00bb28px|56px|||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb8px|8px|8px|13px|false|false\u00a0\u00bb border_radii=\u00a0\u00bbon|21px|21px|21px|21px\u00a0\u00bb border_width_all=\u00a0\u00bb1px\u00a0\u00bb border_color_all=\u00a0\u00bb#ededed\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

L’h\u00e9ritage<\/span><\/strong><\/p>\n

Des applications d’ancienne g\u00e9n\u00e9ration, patch\u00e9es couche apr\u00e8s couche \u2014 puissantes sur le papier, devenues lourdes et rigides \u00e0 l’usage.<\/p>\n

[\/et_pb_text][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bb|600|||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#6b6b6b\u00a0\u00bb text_font_size=\u00a0\u00bb12px\u00a0\u00bb background_color=\u00a0\u00bb#FFFFFF\u00a0\u00bb custom_margin=\u00a0\u00bb28px|56px|||false|false\u00a0\u00bb custom_padding=\u00a0\u00bb8px|8px|8px|13px|false|false\u00a0\u00bb border_radii=\u00a0\u00bbon|21px|21px|21px|21px\u00a0\u00bb border_width_all=\u00a0\u00bb1px\u00a0\u00bb border_color_all=\u00a0\u00bb#ededed\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

L’enjeu<\/strong><\/span><\/p>\n

Ce potentiel humain encore inexploit\u00e9 repr\u00e9sente une cr\u00e9ation de valeur consid\u00e9rable \u2014 pour les entreprises, pour la comp\u00e9titivit\u00e9 industrielle europ\u00e9enne. C’est aussi une opportunit\u00e9 unique : concevoir une industrie qui parle enfin le langage d’une nouvelle g\u00e9n\u00e9ration.<\/strong><\/span><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00a0\u00bb1″ _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb background_color=\u00a0\u00bb#f6f8fa\u00a0\u00bb custom_padding=\u00a0\u00bb47px|||||\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_row _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb custom_margin=\u00a0\u00bb-41px||||false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_column type=\u00a0\u00bb4_4″ _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_text _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb text_font=\u00a0\u00bbPoppins||||||||\u00a0\u00bb text_text_color=\u00a0\u00bb#01C3FF\u00a0\u00bb custom_margin=\u00a0\u00bb7px||4px|17px|false|false\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb]<\/p>\n

Nos convictions<\/p>\n

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L’industrie a \u00e9t\u00e9 la grande oubli\u00e9e du num\u00e9rique<\/span><\/strong><\/span><\/p>\n

L’industrie fait tourner des architectures des ann\u00e9es 90 sous des interfaces modernis\u00e9es en surface \u2014 pendant que chacun, dans sa vie personnelle, utilise des outils qui apprennent et anticipent. Le tableur reste la solution la plus d\u00e9ploy\u00e9e dans les usines du monde entier. On demande aux collaborateurs de s’adapter. Jamais l’inverse.<\/p>\n

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La souverainet\u00e9, c’est une question de survie<\/span><\/strong><\/span><\/p>\n

Les donn\u00e9es de production d’un site industriel, c’est ses recettes, ses processus, ses avantages comp\u00e9titifs. Les confier \u00e0 des infrastructures soumises au Cloud Act, c’est offrir sa comp\u00e9titivit\u00e9 \u00e0 la concurrence.<\/span><\/p>\n

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Le signal que personne n’a encore pens\u00e9 \u00e0 capter<\/span><\/strong><\/span><\/p>\n

Ce qu’on n’a pas pens\u00e9 \u00e0 mesurer n’existe nulle part \u2014 ni dans les rapports, ni dans les syst\u00e8mes, ni dans la m\u00e9moire de l’entreprise. L’IA ne fait qu’h\u00e9riter de cet angle mort. Le monde du B to C a a monetis\u00e9 les signaux faibles. l\u2019industrie ne les exploite pas encore.<\/span>. Mais capter ce signal, pour elle, se traduirait en performance, en comp\u00e9titivit\u00e9, en d\u00e9cisions enfin ancr\u00e9es dans la r\u00e9alit\u00e9 du terrain.<\/p>\n

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Le num\u00e9rique industriel doit aussi \u00eatre sobre<\/span><\/strong><\/span><\/p>\n

On optimise les processus pour r\u00e9duire l’empreinte carbone. Mais l’empreinte des outils digitaux eux-m\u00eames \u2014 les flux, les serveurs, les latences inutiles \u2014 reste un angle mort. C’est une responsabilit\u00e9, pas un argument.<\/span><\/p>\n

[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=\u00a0\u00bb1″ fullwidth=\u00a0\u00bbon\u00a0\u00bb _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb collapsed=\u00a0\u00bboff\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb][et_pb_fullwidth_code _builder_version=\u00a0\u00bb4.27.6″ _module_preset=\u00a0\u00bbdefault\u00a0\u00bb global_colors_info=\u00a0\u00bb{}\u00a0\u00bb] IOI \u2014 Page R&D Preview<\/title><!-- [et_pb_line_break_holder] --> <\/p>\n<style><!-- [et_pb_line_break_holder] --> * { box-sizing: border-box; margin: 0; padding: 0; }<!-- [et_pb_line_break_holder] --> body { background: #0a0a0a; }<!-- [et_pb_line_break_holder] --> <!-- [et_pb_line_break_holder] -->@import url('https:\/\/fonts.googleapis.com\/css2?family=Barlow+Condensed:wght@700&family=DM+Sans:wght@400;500&display=swap');<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->#ioi-rd-section {<!-- 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[et_pb_line_break_holder] -->#ioi-rd-section .rd-profiles-title em{color:#29abe2;font-style:normal;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .rd-profiles-sub{font-size:13px;color:rgba(0,0,0,0.35);max-width:320px;text-align:right;line-height:1.6;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profiles-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:16px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card{background:#fff;border:1px solid rgba(0,0,0,0.08);border-radius:16px;padding:22px;box-shadow:0 2px 12px rgba(0,0,0,0.05);position:relative;overflow:hidden;display:flex;flex-direction:column;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card::before{content:'';position:absolute;top:0;left:0;right:0;height:3px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe1::before{background:linear-gradient(90deg,#29abe2,#36b5f5);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe2::before{background:linear-gradient(90deg,#2dffd3,#29abe2);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-open-badge{display:inline-flex;align-items:center;gap:5px;font-size:10px;font-weight:600;padding:3px 9px;border-radius:8px;margin-bottom:12px;width:fit-content;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe1 .profile-open-badge{background:rgba(41,171,226,0.08);color:#29abe2;border:1px solid rgba(41,171,226,0.18);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe2 .profile-open-badge{background:rgba(45,255,211,0.1);color:#0a9e7f;border:1px solid rgba(45,255,211,0.22);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-open-dot{width:5px;height:5px;border-radius:50%;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe1 .profile-open-dot{background:#29abe2;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe2 .profile-open-dot{background:#0a9e7f;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-role-title{font-size:15px;font-weight:600;color:#0a0a0a;margin-bottom:4px;line-height:1.3;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-type{font-size:11px;color:rgba(0,0,0,0.35);margin-bottom:14px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-section-label{font-size:10px;font-weight:600;text-transform:uppercase;letter-spacing:.08em;color:rgba(0,0,0,0.22);margin-bottom:4px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-mission{font-size:12px;color:rgba(0,0,0,0.5);line-height:1.65;margin-bottom:12px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-projects{display:flex;flex-direction:column;gap:5px;margin-bottom:12px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-proj-item{display:flex;align-items:center;gap:7px;padding:6px 10px;background:#f4f7fa;border-radius:7px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-proj-dot{width:5px;height:5px;border-radius:50%;flex-shrink:0;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe1 .profile-proj-dot{background:#29abe2;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe2 .profile-proj-dot{background:#0a9e7f;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-proj-text{font-size:11px;color:rgba(0,0,0,0.5);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-proj-text strong{color:rgba(0,0,0,0.7);font-weight:500;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-tags{display:flex;flex-wrap:wrap;gap:5px;margin-bottom:16px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-tag{font-size:10px;padding:2px 8px;border-radius:8px;border:0.5px solid rgba(0,0,0,0.1);color:rgba(0,0,0,0.32);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-apply{margin-top:auto;display:flex;align-items:center;justify-content:space-between;padding-top:14px;border-top:1px solid rgba(0,0,0,0.06);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-apply-label{font-size:11px;color:rgba(0,0,0,0.3);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-apply-btn{display:inline-flex;align-items:center;gap:5px;font-size:12px;font-weight:500;padding:7px 14px;border-radius:10px;cursor:pointer;border:none;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe1 .profile-apply-btn{background:rgba(41,171,226,0.1);color:#29abe2;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .profile-card.axe2 .profile-apply-btn{background:rgba(45,255,211,0.1);color:#0a9e7f;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .rd-profiles-cta{text-align:center;margin-top:36px;padding-top:28px;border-top:1px solid rgba(0,0,0,0.07);}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .rd-profiles-cta-t{font-size:15px;font-weight:500;color:#0a0a0a;margin-bottom:6px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .rd-profiles-cta-s{font-size:13px;color:rgba(0,0,0,0.35);margin-bottom:20px;}<!-- [et_pb_line_break_holder] -->#ioi-rd-section .btn-join{display:inline-flex;align-items:center;gap:8px;background:#0a0a0a;color:#fff;padding:13px 28px;border-radius:24px;font-size:14px;font-weight:500;cursor:pointer;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <!-- [et_pb_line_break_holder] -->@import url('https:\/\/fonts.googleapis.com\/css2?family=Barlow+Condensed:wght@700&family=DM+Sans:wght@400;500&display=swap');<!-- [et_pb_line_break_holder] -->#ioi-recrut{--blue1:#36b5f5;--blue2:#29abe2;--cyan:#2dffd3;--ff-head:'Barlow Condensed','Arial Narrow',sans-serif;--ff:'DM Sans',system-ui,sans-serif;background:#ffffff;font-family:var(--ff);}<!-- [et_pb_line_break_holder] -->#ioi-recrut *,#ioi-recrut *::before,#ioi-recrut *::after{box-sizing:border-box;margin:0;padding:0;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .inner{max-width:1100px;margin:0 auto;padding:72px 60px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-head{display:flex;align-items:flex-end;justify-content:space-between;margin-bottom:32px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-title{font-family:var(--ff-head);font-size:30px;font-weight:700;color:#0a0a0a;line-height:1.15;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-title em{color:#29abe2;font-style:normal;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-sub{font-size:13px;color:rgba(0,0,0,0.35);max-width:320px;text-align:right;line-height:1.6;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profiles-grid{display:grid;grid-template-columns:repeat(3,1fr);gap:16px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-card{background:#fff;border:1px solid rgba(0,0,0,0.08);border-radius:16px;padding:22px;box-shadow:0 2px 12px rgba(0,0,0,0.05);position:relative;overflow:hidden;display:flex;flex-direction:column;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-card::before{content:'';position:absolute;top:0;left:0;right:0;height:3px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-card.axe1::before{background:linear-gradient(90deg,#29abe2,#36b5f5);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-card.axe2::before{background:linear-gradient(90deg,#2dffd3,#29abe2);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-open-badge{display:inline-flex;align-items:center;gap:5px;font-size:10px;font-weight:600;padding:3px 9px;border-radius:8px;margin-bottom:12px;width:fit-content;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe1 .profile-open-badge{background:rgba(41,171,226,0.08);color:#29abe2;border:1px solid rgba(41,171,226,0.18);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe2 .profile-open-badge{background:rgba(45,255,211,0.1);color:#0a9e7f;border:1px solid rgba(45,255,211,0.22);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-open-dot{width:5px;height:5px;border-radius:50%;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe1 .profile-open-dot{background:#29abe2;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe2 .profile-open-dot{background:#0a9e7f;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-role-title{font-size:15px;font-weight:600;color:#0a0a0a;margin-bottom:4px;line-height:1.3;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-type{font-size:11px;color:rgba(0,0,0,0.35);margin-bottom:14px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-section-label{font-size:10px;font-weight:600;text-transform:uppercase;letter-spacing:.08em;color:rgba(0,0,0,0.22);margin-bottom:4px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-mission{font-size:12px;color:rgba(0,0,0,0.5);line-height:1.65;margin-bottom:12px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-projects{display:flex;flex-direction:column;gap:5px;margin-bottom:12px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-proj-item{display:flex;align-items:center;gap:7px;padding:6px 10px;background:#f4f7fa;border-radius:7px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-proj-dot{width:5px;height:5px;border-radius:50%;flex-shrink:0;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe1 .profile-proj-dot{background:#29abe2;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe2 .profile-proj-dot{background:#0a9e7f;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-proj-text{font-size:11px;color:rgba(0,0,0,0.5);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-proj-text strong{color:rgba(0,0,0,0.7);font-weight:500;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-tags{display:flex;flex-wrap:wrap;gap:5px;margin-bottom:16px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-tag{font-size:10px;padding:2px 8px;border-radius:8px;border:0.5px solid rgba(0,0,0,0.1);color:rgba(0,0,0,0.32);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-apply{margin-top:auto;display:flex;align-items:center;justify-content:space-between;padding-top:14px;border-top:1px solid rgba(0,0,0,0.06);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-apply-label{font-size:11px;color:rgba(0,0,0,0.3);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .profile-apply-btn{display:inline-flex;align-items:center;gap:5px;font-size:12px;font-weight:500;padding:7px 14px;border-radius:10px;cursor:pointer;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe1 .profile-apply-btn{background:rgba(41,171,226,0.1);color:#29abe2;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .axe2 .profile-apply-btn{background:rgba(45,255,211,0.1);color:#0a9e7f;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-cta{text-align:center;margin-top:36px;padding-top:28px;border-top:1px solid rgba(0,0,0,0.07);}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-cta-t{font-size:16px;font-weight:500;color:#0a0a0a;margin-bottom:6px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .rd-profiles-cta-s{font-size:13px;color:rgba(0,0,0,0.35);margin-bottom:20px;}<!-- [et_pb_line_break_holder] -->#ioi-recrut .btn-join{display:inline-flex;align-items:center;gap:8px;background:#0a0a0a;color:#fff;padding:13px 28px;border-radius:24px;font-size:14px;font-weight:500;cursor:pointer;}<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/style>\n<p><!-- [et_pb_line_break_holder] --><\/head><!-- [et_pb_line_break_holder] --><body><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><\/p>\n<div id=\"ioi-rd-section\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-toc-wrap\"><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <!-- \u2591\u2591 SIDEBAR TABLE DES MATI\u00c8RES \u2591\u2591 --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-toc-col\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-toc-sticky\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-toc-box\"><!-- [et_pb_line_break_holder] --> <span class=\"rd-toc-lbl\">Ce qui nous anime<\/span><!-- [et_pb_line_break_holder] --> <span class=\"rd-toc-lbl-sub\">P\u00f4le R&D \u00b7 IOI<\/span><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-pulsar\" class=\"toc-a h2\">PULSAR \u00b7 Le socle<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-pulsar-middleware\" class=\"toc-a h3 base\">Middleware temps-r\u00e9el<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-pulsar-maint-lm\" class=\"toc-a h3 base\">PULSAR MAINT LM<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-pulsar-ia-edge\" class=\"toc-a h3 base\">PULSAR IA EDGE<\/a><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"toc-sep\"><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-axe-01\" class=\"toc-a h2\">Axe 01 \u00b7 Ing\u00e9nierie Logicielle<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-souverainete\" class=\"toc-a h3 tech\">Souverainet\u00e9 logicielle<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-sobriete\" class=\"toc-a h3 tech\">Sobri\u00e9t\u00e9 computationnelle<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-distillation-llm\" class=\"toc-a h3 tech\">Distillation LLM & Edge AI<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-raisonnement-ia\" class=\"toc-a h3 tech\">Raisonnement IA hybride<\/a><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"toc-sep\"><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-axe-02\" class=\"toc-a h2\">Axe 02 \u00b7 Facteur Humain<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-humain-capteur\" class=\"toc-a h3 hum\">L’humain comme capteur<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-token-engagement\" class=\"toc-a h3 hum\">Token d’engagement<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-desintermediation\" class=\"toc-a h3 hum\">D\u00e9sinterm\u00e9diation<\/a><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-certification-donnee\" class=\"toc-a h3 hum\">Certification par la donn\u00e9e<\/a><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"toc-sep\"><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <a href=\"#ioi-recrutement\" class=\"toc-recruit\"><!-- [et_pb_line_break_holder] --> Nous recrutons<!-- [et_pb_line_break_holder] --> <svg width=\"14\" height=\"14\" viewBox=\"0 0 14 14\" fill=\"none\"><path d=\"M2 7h10M8 3l4 4-4 4\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/><\/svg><!-- [et_pb_line_break_holder] --> <\/a><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <!-- \u2591\u2591 CONTENU PRINCIPAL \u2591\u2591 --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-main-col\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-inner\"><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <!-- \u2550\u2550 PULSAR \u2550\u2550 --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-axe-label tech\">Socle technologique \u00b7 P\u00f4le R&D<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h2 id=\"ioi-pulsar\" class=\"rd-h2 blue\">PULSAR \u2014 <em>Le socle qui rend tout possible.<\/em><\/h2>\n<p><!-- [et_pb_line_break_holder] --> <pee class=\"rd-section-sub\">Un middleware temps r\u00e9el con\u00e7u de z\u00e9ro, en C++, pour les environnements industriels critiques. Pas un assemblage de frameworks. Une architecture pens\u00e9e pour l’IA embarqu\u00e9e, la souverainet\u00e9 totale et la sobri\u00e9t\u00e9 computationnelle.<\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-grid\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-card done\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"trl-badge trl9\">TRL 9 \u00b7 D\u00e9ploy\u00e9<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-pulsar-middleware\" class=\"pulsar-name\">PULSAR<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-sub\">Middleware temps r\u00e9el<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-features\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Rupture architecturale<\/strong> \u2014 Synchronisation d’\u00e9tat r\u00e9active + source de v\u00e9rit\u00e9 unique. Fin du mod\u00e8le Requ\u00eate\/R\u00e9ponse.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Souverainet\u00e9 by design<\/strong> \u2014 Immunis\u00e9 contre le Cloud Act. Fort niveau de cryptographie natif.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Sobri\u00e9t\u00e9<\/strong> \u2014 Optimisation radicale des flux de donn\u00e9es pour r\u00e9duire l’empreinte carbone des solutions digitales industrielles.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-metric\">\n<div class=\"pm-val\">12 000 h<\/div>\n<div class=\"pm-label\">de d\u00e9veloppement<!\u2013- [et_pb_br_holder] -\u2013>Core C++ \u00b7 DSL propri\u00e9taire<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-card wip\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"trl-badge trl3\">TRL 3 \u00b7 En d\u00e9veloppement<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-pulsar-maint-lm\" class=\"pulsar-name\">PULSAR MAINT LM<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-sub\">IA de maintenance industrielle<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-features\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>LLM souverain sp\u00e9cialis\u00e9<\/strong> \u2014 Entra\u00een\u00e9 sp\u00e9cifiquement sur le diagnostic de pannes et les proc\u00e9dures industrielles (base Mistral).<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Raisonnement augment\u00e9 par outils<\/strong> \u2014 IA + outils d\u00e9terministes (normes ISO, analyses spectrales FFT) pour garantir l’exactitude.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Double v\u00e9rification de s\u00e9curit\u00e9<\/strong> \u2014 Conformit\u00e9 100% avec les normes industrielles.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-metric\">\n<div class=\"pm-val\">120 000 h<\/div>\n<div class=\"pm-label\">de calcul pour<!\u2013- [et_pb_br_holder] -\u2013>l’entra\u00eenement du mod\u00e8le<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-financing\">\ud83d\udd0d Recherche de financement<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-card wip\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"trl-badge trl3\">TRL 3 \u00b7 En d\u00e9veloppement<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-pulsar-ia-edge\" class=\"pulsar-name\">PULSAR IA EDGE<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-sub\">Autonomie totale sur le terrain<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-features\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>D\u00e9ploiement Edge<\/strong> \u2014 Distillation en versions l\u00e9g\u00e8res (1,5\u20133 Mds de param\u00e8tres) pour fonctionner hors-ligne sur sites isol\u00e9s.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Z\u00e9ro latence IA<\/strong> \u2014 Donn\u00e9es nativement pr\u00eates pour l’IA d\u00e8s leur capture. D\u00e9cisions automatis\u00e9es instantan\u00e9es.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pf\">\n<div class=\"pf-dot\"><\/div>\n<div class=\"pf-text\"><strong>Ind\u00e9pendance europ\u00e9enne<\/strong> \u2014 Infrastructures EuroHPC AI Factories. Un actif strat\u00e9gique d\u00e9fendable.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-metric\">\n<div class=\"pm-val\">\u201380%<\/div>\n<div class=\"pm-label\">de flux de donn\u00e9es<!\u2013- [et_pb_br_holder] -\u2013>vs architectures standard<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"pulsar-financing\">\ud83d\udd0d Recherche de financement<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-tags\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-tag\">Middleware C++<\/div>\n<div class=\"rd-tag\">DSL propri\u00e9taire<\/div>\n<div class=\"rd-tag\">Edge computing<\/div>\n<div class=\"rd-tag\">LLM souverain<\/div>\n<div class=\"rd-tag\">Mistral<\/div>\n<div class=\"rd-tag\">EuroHPC<\/div>\n<div class=\"rd-tag\">Sobri\u00e9t\u00e9 \u00e9nerg\u00e9tique<\/div>\n<div class=\"rd-tag\">Cybers\u00e9curit\u00e9<\/div>\n<div class=\"rd-tag\">Cloud Act immunity<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-divider\"><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <!-- \u2550\u2550 AXE 01 \u2550\u2550 --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-axe-label tech\">Axe 01 \u00b7 Ing\u00e9nierie Logicielle Souveraine<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h2 id=\"ioi-axe-01\" class=\"rd-h2 blue\">Ing\u00e9nierie Logicielle <em>Souveraine<\/em><\/h2>\n<p><!-- [et_pb_line_break_holder] --> <pee class=\"rd-section-sub\">Ces verrous conditionnent la prochaine g\u00e9n\u00e9ration de syst\u00e8mes industriels : IA embarqu\u00e9e, souverainet\u00e9 num\u00e9rique, cybers\u00e9curit\u00e9 temps-r\u00e9el, automatisation explicable et fiabilit\u00e9 des d\u00e9cisions assist\u00e9es par IA. Ces travaux visent notamment \u00e0 rendre l’IA industrielle v\u00e9rifiable, explicable, \u00e9conomiquement soutenable et compatible avec les exigences de s\u00fbret\u00e9 des environnements critiques et les contraintes environnementales.<\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sujets\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj tech\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vt\">Verrou Frascati<\/span><span class=\"sjb ty\">Recherche appliqu\u00e9e<\/span><span class=\"sjb ty\">Cryptographie \u00b7 Droit num\u00e9rique<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-souverainete\" class=\"rd-h3\">Souverainet\u00e9 logicielle en environnement industriel distribu\u00e9<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Comment garantir qu’<strong>aucune donn\u00e9e industrielle ne soit accessible \u00e0 des juridictions \u00e9trang\u00e8res<\/strong> (Cloud Act), tout en maintenant des performances temps-r\u00e9el sur un r\u00e9seau multi-sites ? <strong>Un enjeu critique pour les industries sensibles n\u00e9cessitant autonomie strat\u00e9gique et continuit\u00e9 op\u00e9rationnelle.<\/strong><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj tech\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vt\">Verrou Frascati<\/span><span class=\"sjb tht\">Th\u00e8se ouverte<\/span><span class=\"sjb ty\">D\u00e9veloppement exp\u00e9rimental<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-sobriete\" class=\"rd-h3\">Sobri\u00e9t\u00e9 computationnelle sans perte de fid\u00e9lit\u00e9<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">R\u00e9duire de <strong>80% les flux de donn\u00e9es<\/strong> dans un syst\u00e8me industriel distribu\u00e9 temps-r\u00e9el sans d\u00e9gradation de la coh\u00e9rence informationnelle. <strong>Objectif : diminuer les co\u00fbts d’infrastructure, l’empreinte \u00e9nerg\u00e9tique et la d\u00e9pendance r\u00e9seau des syst\u00e8mes industriels distribu\u00e9s.<\/strong><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-foot\"><span class=\"sj-vtype\">D\u00e9veloppement exp\u00e9rimental<\/span><span class=\"sj-vmetric-val\">\u201380%<\/span><span class=\"sj-vmetric-lab\">flux vis\u00e9<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these-label\">Th\u00e8se ouverte \u00b7 Axe 01<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these-text\">Architectures d’IA embarqu\u00e9e \u00e0 <em>faible empreinte \u00e9nerg\u00e9tique<\/em> pour syst\u00e8mes temps-r\u00e9el industriels contraints.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj tech\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vt\">Verrou Frascati<\/span><span class=\"sjb tht\">Th\u00e8se ouverte<\/span><span class=\"sjb ty\">Recherche appliqu\u00e9e<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-distillation-llm\" class=\"rd-h3\">Distillation de LLM pour d\u00e9ploiement industriel hors-ligne<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Comprimer un LLM en <strong>1,5 \u00e0 3 milliards de param\u00e8tres<\/strong> en conservant ses capacit\u00e9s de diagnostic industriel sp\u00e9cialis\u00e9 pour fonctionner hors-ligne. <strong>Condition n\u00e9cessaire pour d\u00e9ployer une IA industrielle souveraine directement sur site, sans d\u00e9pendance cloud.<\/strong><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-foot\"><span class=\"sj-vtype\">Recherche appliqu\u00e9e<\/span><span class=\"sj-vmetric-val\">1,5\u20133 Mds<\/span><span class=\"sj-vmetric-lab\">params cibles<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these-label\">Th\u00e8se ouverte \u00b7 Axe 01<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these-text\">Mod\u00e8les de distillation de LLM pour <em>d\u00e9ploiement edge<\/em> en environnement industriel hors-ligne.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj tech\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vt\">Verrou Frascati<\/span><span class=\"sjb tht\">Th\u00e8se ouverte<\/span><span class=\"sjb ty\">Recherche appliqu\u00e9e<\/span><span class=\"sjb ty\">S\u00e9curit\u00e9 industrielle<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-raisonnement-ia\" class=\"rd-h3\">Raisonnement hybride d\u00e9terministe-probabiliste \u00b7 IA industrielle fiable<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Articuler le raisonnement probabiliste d’un LLM avec des outils d\u00e9terministes (normes ISO, analyses spectrales FFT) sans perte de coh\u00e9rence logique. <strong>Condition n\u00e9cessaire pour fiabiliser l’usage des LLM en environnement industriel critique, o\u00f9 une hallucination IA peut conduire \u00e0 une mauvaise d\u00e9cision technique, une d\u00e9rive de production ou un risque s\u00e9curit\u00e9.<\/strong><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\" style=\"margin-top:10px;\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Verrou associ\u00e9<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Comment garantir qu’un syst\u00e8me d’IA industriel ne produise <strong>ni hallucinations ni incoh\u00e9rences<\/strong>, et que chaque d\u00e9cision soit <strong>tra\u00e7able, v\u00e9rifiable<\/strong> et compatible avec des syst\u00e8mes d\u00e9terministes et normatifs ?<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these-label\">Th\u00e8se ouverte \u00b7 Axe 01<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these-text\"><em>Syst\u00e8mes de raisonnement hybride d\u00e9terministe \/ probabiliste pour IA industrielle fiable.<\/em><!\u2013- [et_pb_br_holder] -\u2013><!\u2013- [et_pb_br_holder] -\u2013>Combiner mod\u00e8les probabilistes (LLM) et syst\u00e8mes d\u00e9terministes (normes, r\u00e8gles m\u00e9tier, mod\u00e8les physiques) afin de garantir la coh\u00e9rence, la tra\u00e7abilit\u00e9 et la v\u00e9rifiabilit\u00e9 des d\u00e9cisions en environnement critique.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-divider\"><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <!-- \u2550\u2550 AXE 02 \u2550\u2550 --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-axe-label hum\">Axe 02 \u00b7 Sciences du Facteur Humain Industriel<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h2 id=\"ioi-axe-02\" class=\"rd-h2 cyan\">Sciences du <em>Facteur Humain Industriel<\/em><\/h2>\n<p><!-- [et_pb_line_break_holder] --> <pee class=\"rd-section-sub\">Op\u00e9rateurs, ing\u00e9nieurs, managers, fonctions support, HSE \u2014 tous les profils de l’organisation industrielle. Comment les engager durablement, acc\u00e9l\u00e9rer leurs \u00e9changes, valoriser leur expertise et les transformer en vecteurs actifs de connaissance.<\/pee><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sujets\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj hum\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vh\">Verrou Frascati<\/span><span class=\"sjb th\">Th\u00e8se ouverte<\/span><span class=\"sjb ty\">Recherche fondamentale appliqu\u00e9e<\/span><span class=\"sjb ty\">Sciences cognitives<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-humain-capteur\" class=\"rd-h3\">L’humain comme capteur \u2014 le maillon manquant de l’IA industrielle<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-desc\">Les syst\u00e8mes actuels ne peuvent analyser que <strong>des donn\u00e9es d\u00e9j\u00e0 pens\u00e9es par l’humain<\/strong>. IOI travaille sur la rupture de ce verrou : <strong>faire de chaque acteur industriel un capteur vivant<\/strong>, capable de g\u00e9n\u00e9rer des donn\u00e9es non-structur\u00e9es et des feedbacks spontan\u00e9s.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-tags\" style=\"margin-bottom:12px\">\n<div class=\"rd-tag\">Tacit knowledge capture<\/div>\n<div class=\"rd-tag\">Human-in-the-loop AI<\/div>\n<div class=\"rd-tag\">Signaux faibles<\/div>\n<div class=\"rd-tag\">Engagement<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these\">\n<div class=\"sj-these-label\">Th\u00e8se ouverte \u00b7 Axe 02<\/div>\n<div class=\"sj-these-text\">Capture de la connaissance tacite via des interfaces adaptatives \u2014 vers une th\u00e9orie de <em>l’humain-capteur<\/em> en milieu industriel.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Concevoir des interfaces qui transforment le <strong>comportement naturel d’un acteur industriel en donn\u00e9es structurables<\/strong> \u2014 sans formulaire, sans cases \u00e0 remplir.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj hum\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vh\">Verrou Frascati<\/span><span class=\"sjb th\">Th\u00e8se ouverte<\/span><span class=\"sjb ty\">Recherche appliqu\u00e9e<\/span><span class=\"sjb ty\">\u00c9conomie comportementale<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-token-engagement\" class=\"rd-h3\">Token d’engagement \u2014 de la r\u00e9compense virtuelle \u00e0 la valeur r\u00e9elle<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-desc\">Du gain gaming aux r\u00e9compenses r\u00e9elles (<strong>int\u00e9ressement, stock-options<\/strong>). Un token d’engagement interne comme liant entre performance individuelle et valeur collective \u2014 sans effet d’accoutumance sur le long terme.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-tags\" style=\"margin-bottom:12px\">\n<div class=\"rd-tag\">Incentive design<\/div>\n<div class=\"rd-tag\">\u00c9conomie comportementale<\/div>\n<div class=\"rd-tag\">Gamification<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these\">\n<div class=\"sj-these-label\">Th\u00e8se ouverte \u00b7 Axe 02<\/div>\n<div class=\"sj-these-text\">M\u00e9canismes de <em>token d’engagement<\/em> et incentive durable dans les organisations industrielles multi-profils.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Concevoir des <strong>tokens d’engagement progressifs<\/strong> \u2014 du gain virtuel \u00e0 la r\u00e9compense r\u00e9elle \u2014 sans effet d’accoutumance sur le long terme.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj hum\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vh\">Verrou Frascati<\/span><span class=\"sjb ty\">D\u00e9veloppement exp\u00e9rimental<\/span><span class=\"sjb ty\">Sciences de l’organisation<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-desintermediation\" class=\"rd-h3\">D\u00e9sinterm\u00e9diation hi\u00e9rarchique<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Comment <strong>r\u00e9duire la d\u00e9perdition d’information<\/strong> dans les organisations industrielles multi-strates sans court-circuiter les structures d’autorit\u00e9 ?<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-tags\" style=\"margin-top:12px\">\n<div class=\"rd-tag\">Communication organisationnelle<\/div>\n<div class=\"rd-tag\">Flux d’information<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj hum\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-badges\"><span class=\"sjb vh\">Verrou Frascati<\/span><span class=\"sjb th\">Th\u00e8se ouverte<\/span><span class=\"sjb ty\">Recherche appliqu\u00e9e<\/span><span class=\"sjb ty\">Sciences de l’\u00e9ducation \u00b7 RH<\/span><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<h3 id=\"ioi-certification-donnee\" class=\"rd-h3\">Certification de comp\u00e9tences par la donn\u00e9e comportementale<\/h3>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-sj-body cols2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-desc\">Un r\u00e9f\u00e9rentiel bas\u00e9 sur les <strong>donn\u00e9es r\u00e9elles d’ex\u00e9cution<\/strong> \u2014 pas l’auto-d\u00e9claration. CV v\u00e9rifiable, cotation pair-\u00e0-pair, bourse de comp\u00e9tences terrain.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-tags\" style=\"margin-bottom:12px\">\n<div class=\"rd-tag\">Comp\u00e9tences factuelles<\/div>\n<div class=\"rd-tag\">Peer rating<\/div>\n<div class=\"rd-tag\">March\u00e9 de l’emploi<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-these\">\n<div class=\"sj-these-label\">Th\u00e8se ouverte \u00b7 Axe 02<\/div>\n<div class=\"sj-these-text\">Syst\u00e8mes de certification de comp\u00e9tences industrielles par la <em>donn\u00e9e comportementale<\/em> \u2014 vers un nouveau standard RH terrain.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-label\">Le verrou non r\u00e9solu<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"sj-verrou-q\">Construire un <strong>r\u00e9f\u00e9rentiel de comp\u00e9tences industrielles v\u00e9rifiable<\/strong> bas\u00e9 sur les donn\u00e9es r\u00e9elles d’ex\u00e9cution \u2014 pas l’auto-d\u00e9claration.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div style=\"margin-top:32px\"><!-- [et_pb_line_break_holder] --> <a href=\"#\" class=\"cta-rd\">Nous rejoindre \u2014 P\u00f4le R&D <svg width=\"14\" height=\"14\" viewBox=\"0 0 14 14\" fill=\"none\"><path d=\"M2 7h10M8 3l4 4-4 4\" stroke=\"white\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/><\/svg><\/a><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- \/rd-inner --><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- \/rd-main-col --><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- \/rd-toc-wrap --><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- \/ioi-rd-section --><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><\/p>\n<div id=\"ioi-recrut\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"inner\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-profiles-head\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-profiles-title\">Nous recrutons.<!\u2013- [et_pb_br_holder] -\u2013><em>Deux fronts ouverts.<\/em><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-profiles-sub\">Des postes de recherche sur des sujets que personne d’autre dans l’industrie ne traite encore.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profiles-grid\"><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-card axe1\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-open-badge\">\n<div class=\"profile-open-dot\"><\/div>\n<p>Poste ouvert \u00b7 Axe 01<\/p><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-role-title\">Ing\u00e9nieur R&D \u2014 Architectures temps-r\u00e9el & Middleware C++<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-type\">CDI \u00b7 Toulouse \u2014 Bac+5 \/ Doctorat<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Mission<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-mission\">Concevoir et faire \u00e9voluer le c\u0153ur de PULSAR \u2014 synchronisation d’\u00e9tat r\u00e9active, coh\u00e9rence distribu\u00e9e multi-sites, DSL propri\u00e9taire. Des probl\u00e8mes que personne n’a encore r\u00e9solus \u00e0 cette \u00e9chelle industrielle.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Projets<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-projects\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>PULSAR<\/strong> \u2014 Middleware temps-r\u00e9el industriel<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>PULSAR IA EDGE<\/strong> \u2014 Z\u00e9ro latence IA sur site isol\u00e9<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-tags\">\n<div class=\"profile-tag\">C++ moderne<\/div>\n<div class=\"profile-tag\">Syst\u00e8mes distribu\u00e9s<\/div>\n<div class=\"profile-tag\">Temps-r\u00e9el<\/div>\n<div class=\"profile-tag\">DSL<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-apply\">\n<div class=\"profile-apply-label\">Candidature ouverte<\/div>\n<div class=\"profile-apply-btn\">Postuler \u2192<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-card axe1\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-open-badge\">\n<div class=\"profile-open-dot\"><\/div>\n<p>Poste ouvert \u00b7 Axe 01<\/p><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-role-title\">Data Scientist \u2014 LLM industriel & Edge AI<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-type\">CDI ou Th\u00e8se CIFRE \u00b7 Toulouse \u2014 Bac+5 \/ Doctorat<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Mission<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-mission\">Entra\u00eener, sp\u00e9cialiser et distiller des mod\u00e8les de langage pour le diagnostic industriel. Faire fonctionner une IA performante sur des sites hors-ligne avec 1,5 \u00e0 3 Mds de param\u00e8tres.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Projets<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-projects\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>PULSAR MAINT LM<\/strong> \u2014 IA de maintenance sp\u00e9cialis\u00e9e<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>PULSAR IA EDGE<\/strong> \u2014 Distillation & d\u00e9ploiement hors-ligne<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-tags\">\n<div class=\"profile-tag\">LLM fine-tuning<\/div>\n<div class=\"profile-tag\">Distillation<\/div>\n<div class=\"profile-tag\">Edge AI<\/div>\n<div class=\"profile-tag\">Mistral<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-apply\">\n<div class=\"profile-apply-label\">Candidature ouverte<\/div>\n<div class=\"profile-apply-btn\">Postuler \u2192<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-card axe1\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-open-badge\">\n<div class=\"profile-open-dot\"><\/div>\n<p>Poste ouvert \u00b7 Axe 01<\/p><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-role-title\">Ing\u00e9nieur R&D \u2014 Cybers\u00e9curit\u00e9 & Souverainet\u00e9 logicielle<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-type\">CDI \u00b7 Toulouse \u2014 Bac+5 \/ Doctorat<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Mission<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-mission\">Construire des architectures logicielles industrielles immunis\u00e9es contre le Cloud Act. Cryptographie haute performance, protocoles souverains, conformit\u00e9 RGPD industrielle.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Projets<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-projects\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>PULSAR<\/strong> \u2014 Couche cryptographie & souverainet\u00e9<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\">Certification s\u00e9curit\u00e9 \u2014 R\u00e9f\u00e9rentiels industriels EU<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-tags\">\n<div class=\"profile-tag\">Cryptographie<\/div>\n<div class=\"profile-tag\">Cloud Act<\/div>\n<div class=\"profile-tag\">S\u00e9curit\u00e9 industrielle<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-apply\">\n<div class=\"profile-apply-label\">Candidature ouverte<\/div>\n<div class=\"profile-apply-btn\">Postuler \u2192<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-card axe2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-open-badge\">\n<div class=\"profile-open-dot\"><\/div>\n<p>Poste ouvert \u00b7 Axe 02<\/p><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-role-title\">Chercheur \u2014 Psychologie Organisationnelle Industrielle<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-type\">CDI ou Th\u00e8se CIFRE \u00b7 Toulouse \u2014 Doctorat souhait\u00e9<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Mission<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-mission\">Comprendre pourquoi et comment les collaborateurs industriels adoptent ou rejettent les outils num\u00e9riques. Concevoir les m\u00e9canismes d’engagement qui font la diff\u00e9rence.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Projets<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-projects\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>GameUP<\/strong> \u2014 Engagement multi-profils terrain<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\">Token d’engagement \u2014 M\u00e9canismes d’incentive progressifs<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-tags\">\n<div class=\"profile-tag\">Psychologie cog.<\/div>\n<div class=\"profile-tag\">Sciences du travail<\/div>\n<div class=\"profile-tag\">Engagement<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-apply\">\n<div class=\"profile-apply-label\">Candidature ouverte<\/div>\n<div class=\"profile-apply-btn\">Postuler \u2192<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-card axe2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-open-badge\">\n<div class=\"profile-open-dot\"><\/div>\n<p>Poste ouvert \u00b7 Axe 02<\/p><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-role-title\">Chercheur UX \u2014 Human Factors & Interfaces industrielles<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-type\">CDI \u00b7 Toulouse \u2014 Bac+5 \/ Doctorat<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Mission<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-mission\">Concevoir des interfaces qui capturent la connaissance tacite sans friction \u2014 des outils que les collaborateurs industriels utilisent naturellement.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Projets<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-projects\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>BrainUP<\/strong> \u2014 Humain-capteur & signaux faibles<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>CheckUP<\/strong> \u2014 UX gammes de maintenance terrain<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-tags\">\n<div class=\"profile-tag\">Human factors<\/div>\n<div class=\"profile-tag\">UX contraint<\/div>\n<div class=\"profile-tag\">Knowledge capture<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-apply\">\n<div class=\"profile-apply-label\">Candidature ouverte<\/div>\n<div class=\"profile-apply-btn\">Postuler \u2192<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-card axe2\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-open-badge\">\n<div class=\"profile-open-dot\"><\/div>\n<p>Poste ouvert \u00b7 Axe 02<\/p><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-role-title\">Ing\u00e9nieur Recherche \u2014 \u00c9conomie comportementale & Incentive design<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-type\">CDI \u00b7 Toulouse \u2014 Bac+5<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Mission<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-mission\">Concevoir et tester des syst\u00e8mes de r\u00e9compense progressifs \u2014 du token d’engagement virtuel \u00e0 l’int\u00e9ressement r\u00e9el \u2014 dans des environnements industriels multi-profils.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-section-label\">Projets<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-projects\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\"><strong>GameUP<\/strong> \u2014 Token d’engagement & r\u00e9compenses r\u00e9elles<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-proj-item\">\n<div class=\"profile-proj-dot\"><\/div>\n<div class=\"profile-proj-text\">Standard comp\u00e9tences \u2014 Certification par la donn\u00e9e<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-tags\">\n<div class=\"profile-tag\">Incentive design<\/div>\n<div class=\"profile-tag\">Gamification<\/div>\n<div class=\"profile-tag\">\u00c9conomie comport.<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"profile-apply\">\n<div class=\"profile-apply-label\">Candidature ouverte<\/div>\n<div class=\"profile-apply-btn\">Postuler \u2192<\/div>\n<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-profiles-cta\"><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-profiles-cta-t\">Votre profil ne rentre pas dans une case ?<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"rd-profiles-cta-s\">Si nos sujets vous parlent, on veut vous rencontrer.<\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/p>\n<div class=\"btn-join\">Candidature spontan\u00e9e <svg width=\"14\" height=\"14\" viewBox=\"0 0 14 14\" fill=\"none\"><path d=\"M2 7h10M8 3l4 4-4 4\" stroke=\"white\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/><\/svg><\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --> <\/div>\n<p><!-- [et_pb_line_break_holder] --><\/div>\n<p><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><script><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] -->(function(){<!-- [et_pb_line_break_holder] --> var links = document.querySelectorAll('#ioi-rd-section .toc-a');<!-- [et_pb_line_break_holder] --> var section = document.getElementById('ioi-rd-section');<!-- [et_pb_line_break_holder] --> var tocSticky = document.querySelector('#ioi-rd-section .rd-toc-sticky');<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --> \/\/ Highlight au scroll<!-- 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rect.bottom > 80;<!-- [et_pb_line_break_holder] --> tocSticky.style.opacity = visible ? '1' : '0';<!-- [et_pb_line_break_holder] --> tocSticky.style.pointerEvents = visible ? 'auto' : 'none';<!-- [et_pb_line_break_holder] --> tocSticky.style.transition = 'opacity .2s';<!-- [et_pb_line_break_holder] --> }<!-- [et_pb_line_break_holder] --> window.addEventListener('scroll', updateToc, {passive:true});<!-- [et_pb_line_break_holder] --> updateToc();<!-- [et_pb_line_break_holder] -->})();<!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><!-- [et_pb_line_break_holder] --><\/script><!-- [et_pb_line_break_holder] --><\/body><!-- [et_pb_line_break_holder] --><\/html>[\/et_pb_fullwidth_code][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p><div class=\"et_pb_module dipi_text_highlighter dipi_text_highlighter_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module_inner\">\n\t\t\t\t\t<h2 class=\"dipi-highlight-text-wrapper\" data-config=\"{"animation_start":"in_a_viewport","animation_start_viewport":"75%","animation_delay":"0ms","animation_duration":"800ms","delay_after_animation":"3000ms","repeat_mode":"infinite","count_mode":"everytime_in_viewport","animation_repeat_counts":"3","reverse_animation":"off","id":"dipi_text_highlighter_0_wrapper"}\">\n\t\t\t\t\t<span class=\"dipi-highlight-prefix-text dipi-text-affixes\">From the LAB<\/span><span class=\"dipi-text-highlight-wrapper {"animation_start":"in_a_viewport","animation_start_viewport":"75%","animation_delay":"0ms","animation_duration":"800ms","delay_after_animation":"3000ms","repeat_mode":"infinite","count_mode":"everytime_in_viewport","animation_repeat_counts":"3","reverse_animation":"off","id":"dipi_text_highlighter_0_wrapper"}\"><span class=\"dipi-text-highlight-text dipi-text-highlight-text\">For the floor<\/span><span class=\"dipi-text-highlight-svg\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 500 150\" preserveAspectRatio=\"none\"><path d=\"M4.2,59.2c28.5-2.3,493-3,493-3L2.4,98.1c0,0,469-2.8,492.5-4.3\"\/><\/svg><\/span><\/span>\n\t\t\t<\/h2>\n\t\t\t\t<\/div>\n\t\t\t<\/div>Deux axes de recherche appliqu\u00e9e ing\u00e9nierie logicielle souveraine et sciences du facteur humain industriel. Des probl\u00e8mes que personne n’a encore r\u00e9solus. L’enjeu ? R\u00e9inventer l’intelligence industrielle.<div class=\"et_pb_module dipi_button_grid dipi_button_grid_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module_inner\">\n\t\t\t\t\t<div class=\"dipi-button-grid-container\">\n \n <\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div><div class=\"et_pb_module dipi_button_grid_child dipi_button_grid_child_0\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t<div class=\"et_pb_module_inner\">\n\t\t\t\t\t<div class=\"dipi-text-grid dipi-text-wrap\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"dipi_cpt_category":[],"class_list":["post-247","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/pages\/247","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/comments?post=247"}],"version-history":[{"count":75,"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/pages\/247\/revisions"}],"predecessor-version":[{"id":27752312,"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/pages\/247\/revisions\/27752312"}],"wp:attachment":[{"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/media?parent=247"}],"wp:term":[{"taxonomy":"dipi_cpt_category","embeddable":true,"href":"https:\/\/ioicloud.net\/index.php\/wp-json\/wp\/v2\/dipi_cpt_category?post=247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}