{"id":21002,"date":"2026-11-09T15:36:51","date_gmt":"2026-11-09T14:36:51","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/501084-vyzkumnik-strojoveho-uceni-pro-reklamni-systemy\/"},"modified":"2026-11-10T11:03:14","modified_gmt":"2026-11-10T10:03:14","slug":"501084-vyzkumnik-strojoveho-uceni-pro-reklamni-systemy","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/501084-vyzkumnik-strojoveho-uceni-pro-reklamni-systemy\/","title":{"rendered":"V\u00fdzkumn\u00edk strojov\u00e9ho u\u010den\u00ed pro reklamn\u00ed syst\u00e9my"},"content":{"rendered":"<p>Bav\u00ed v\u00e1s strojov\u00e9 u\u010den\u00ed, pr\u00e1ce s daty a hled\u00e1n\u00ed \u0159e\u0161en\u00ed komplexn\u00edch probl\u00e9m\u016f? Cht\u011bli byste se pod\u00edlet na v\u00fdvoji reklamn\u00edch syst\u00e9m\u016f, kter\u00e9 denn\u011b vyu\u017e\u00edvaj\u00ed miliony lid\u00ed? Do na\u0161eho t\u00fdmu hled\u00e1me v\u00fdzkumn\u00edka strojov\u00e9ho u\u010den\u00ed, kter\u00fd se zapoj\u00ed do v\u00fdzkumu, v\u00fdvoje a rozvoje ML model\u016f pro reklamn\u00ed syst\u00e9m Seznamu. \u010cekaj\u00ed v\u00e1s zaj\u00edmav\u00e9 technick\u00e9 v\u00fdzvy, pr\u00e1ce s rozs\u00e1hl\u00fdmi daty a mo\u017enost ovlivnit podobu reklamn\u00edch slu\u017eeb, kter\u00e9 maj\u00ed p\u0159\u00edm\u00fd dopad na na\u0161e u\u017eivatele i inzerenty.<\/p>\n<p><strong>Co budete d\u011blat<\/strong><\/p>\n<ul>\n<li>Navrhovat, vyv\u00edjet a ladit modely strojov\u00e9ho u\u010den\u00ed a optimaliza\u010dn\u00ed algoritmy, kter\u00e9 pom\u00e1haj\u00ed vyb\u00edrat nejrelevantn\u011bj\u0161\u00ed online reklamu pro u\u017eivatele slu\u017eeb <a class=\"is-style-link-external\" href=\"http:\/\/Seznam.cz\" target=\"_blank\">Seznam.cz<\/a>.<\/li>\n<li>Pod\u00edlet se na optimalizaci syst\u00e9mu online reklamn\u00edch aukc\u00ed.<\/li>\n<li>Pracovat s velk\u00fdmi objemy dat z\u00edsk\u00e1van\u00fdmi z provozu slu\u017eeb <a class=\"is-style-link-external\" href=\"http:\/\/Seznam.cz\" target=\"_blank\">Seznam.cz<\/a>, analyzovat je a hledat v nich nov\u00e9 poznatky o u\u017eivatel\u00edch, inzerentech, trhu i spole\u010dnosti.<\/li>\n<li>Zkoumat nov\u00e9 p\u0159\u00edstupy a sledovat aktu\u00e1ln\u00ed trendy a nejnov\u011bj\u0161\u00ed technologie v oblasti strojov\u00e9ho u\u010den\u00ed.<\/li>\n<li>P\u0159ev\u00e1d\u011bt nov\u00e9 v\u00fdzkumn\u00e9 poznatky do praxe a pod\u00edlet se na jejich nasazov\u00e1n\u00ed do produk\u010dn\u00edho prost\u0159ed\u00ed.<\/li>\n<li>Realizovat a testovat vlastn\u00ed n\u00e1pady a hledat nov\u00e9 zp\u016fsoby, jak zlep\u0161ovat kvalitu na\u0161ich reklamn\u00edch slu\u017eeb.<\/li>\n<li>Spolupracovat s dal\u0161\u00edmi v\u00fdzkumn\u00edky, v\u00fdvoj\u00e1\u0159i a produktov\u00fdmi mana\u017eery.<\/li>\n<li>P\u0159i pr\u00e1ci vyu\u017eijete nap\u0159\u00edklad Python, NumPy, Pandas, Scikit-learn, PyTorch, Jupyter, Spark, LMs\/LLMs, GitLab, Docker, MLflow, SQL a S3.<\/li>\n<\/ul>\n<p><strong>Co budete pot\u0159ebovat<\/strong><\/p>\n<ul>\n<li>Praktick\u00e9 zku\u0161enosti se strojov\u00fdm u\u010den\u00edm, datovou anal\u00fdzou a statistikou.<\/li>\n<li>Pokro\u010dil\u00e9 zku\u0161enosti s programov\u00e1n\u00edm v Pythonu a schopnost efektivn\u011b vyu\u017e\u00edvat jeho knihovny pro pr\u00e1ci s daty a v\u00fdvoj ML model\u016f.<\/li>\n<li>Vysoko\u0161kolsk\u00e9 vzd\u011bl\u00e1n\u00ed v IT nebo p\u0159\u00edbuzn\u00e9m technick\u00e9m oboru, ide\u00e1ln\u011b se zam\u011b\u0159en\u00edm na Data Science, strojov\u00e9 u\u010den\u00ed nebo statistiku.<\/li>\n<li>Schopnost samostatn\u00e9 v\u00fdzkumn\u00e9 pr\u00e1ce, od studia odborn\u00fdch \u010dl\u00e1nk\u016f a formulace v\u00fdzkumn\u00fdch probl\u00e9m\u016f a\u017e po n\u00e1vrh model\u016f a implementaci prototyp\u016f.<\/li>\n<li>Z\u00e1jem o \u0159e\u0161en\u00ed komplexn\u00edch technick\u00fdch probl\u00e9m\u016f a motivaci hledat nov\u00e1 a inovativn\u00ed \u0159e\u0161en\u00ed.<\/li>\n<li>Schopnost efektivn\u011b spolupracovat v \u0161ir\u0161\u00edm t\u00fdmu a komunikovat sv\u00e1 \u0159e\u0161en\u00ed ostatn\u00edm.<\/li>\n<li>V\u00fdborn\u00e9 komunika\u010dn\u00ed dovednosti v \u010desk\u00e9m i anglick\u00e9m jazyce. Dok\u00e1\u017eete srozumiteln\u011b vysv\u011btlit podstatu probl\u00e9mu, prezentovat sv\u00e9 z\u00e1v\u011bry a obh\u00e1jit navr\u017een\u00e9 \u0159e\u0161en\u00ed.<\/li>\n<li>Chu\u0165 pr\u016fb\u011b\u017en\u011b se vzd\u011bl\u00e1vat, sledovat nov\u00e9 trendy a posouvat sv\u00e9 odborn\u00e9 znalosti.<\/li>\n<\/ul>\n<p><strong>T\u011b\u0161it se m\u016f\u017eete na<\/strong><\/p>\n<ul>\n<li>Pr\u00e1ci na unik\u00e1tn\u00edch a technologicky n\u00e1ro\u010dn\u00fdch projektech v oblasti strojov\u00e9ho u\u010den\u00ed a um\u011bl\u00e9 inteligence, jejich\u017e v\u00fdsledky maj\u00ed p\u0159\u00edm\u00fd dopad na slu\u017eby Seznamu vyu\u017e\u00edvan\u00e9 miliony u\u017eivatel\u016f.<\/li>\n<li>Mo\u017enost pod\u00edlet se na v\u00fdzkumu, v\u00fdvoji a nasazov\u00e1n\u00ed pokro\u010dil\u00fdch ML model\u016f a optimaliza\u010dn\u00edch algoritm\u016f do re\u00e1ln\u00e9ho provozu.<\/li>\n<li>Pr\u00e1ci s velk\u00fdmi objemy re\u00e1ln\u00fdch dat a modern\u00edmi technologiemi, jako jsou Python, PyTorch, Spark, LLMs nebo MLflow.<\/li>\n<li>Prostor pro vlastn\u00ed n\u00e1pady, experimentov\u00e1n\u00ed a hled\u00e1n\u00ed inovativn\u00edch \u0159e\u0161en\u00ed komplexn\u00edch probl\u00e9m\u016f.<\/li>\n<li>Spolupr\u00e1ci se zku\u0161en\u00fdmi odborn\u00edky v siln\u00e9m v\u00fdzkumn\u00e9m t\u00fdmu, kde m\u016f\u017eete sd\u00edlet sv\u00e9 znalosti a d\u00e1le rozv\u00edjet sv\u00e9 odborn\u00e9 kompetence.<\/li>\n<li>P\u0159\u00edle\u017eitost sledovat nejnov\u011bj\u0161\u00ed trendy v oblasti AI a strojov\u00e9ho u\u010den\u00ed, \u00fa\u010dastnit se mezin\u00e1rodn\u00edch konferenc\u00ed, publikovat odborn\u00e9 \u010dl\u00e1nky a prezentovat v\u00fdsledky vlastn\u00ed pr\u00e1ce.<\/li>\n<li>P\u0159\u00e1telsk\u00e9 a inspirativn\u00ed pracovn\u00ed prost\u0159ed\u00ed, kter\u00e9 podporuje samostatnost, kreativitu i t\u00fdmovou spolupr\u00e1ci.<\/li>\n<\/ul>\n<p><strong>Jak prob\u00edh\u00e1 v\u00fdb\u011brko<\/strong><\/p>\n<ol>\n<li><strong>Telefonick\u00fd prescreening<\/strong> \u2013 nejprve si kr\u00e1tce zavol\u00e1me, abychom se vz\u00e1jemn\u011b poznali a sladili o\u010dek\u00e1v\u00e1n\u00ed ohledn\u011b pozice.<\/li>\n<li><strong>Prvn\u00ed kolo \u2013 online rozhovor<\/strong> \u2013 \u010dek\u00e1 v\u00e1s p\u0159ibli\u017en\u011b 30minutov\u00fd rozhovor p\u0159es Zoom, b\u011bhem kter\u00e9ho si bl\u00ed\u017ee p\u0159edstav\u00edme pozici a va\u0161e dosavadn\u00ed zku\u0161enosti.<\/li>\n<li><strong>Dom\u00e1c\u00ed \u00fakol<\/strong> \u2013 v dal\u0161\u00edm kroku v\u00e1m za\u0161leme zad\u00e1n\u00ed k vypracov\u00e1n\u00ed doma, d\u00edky kter\u00e9mu l\u00e9pe pozn\u00e1me va\u0161e odborn\u00e9 znalosti a p\u0159\u00edstup k \u0159e\u0161en\u00ed probl\u00e9m\u016f.<\/li>\n<li><strong>Z\u00e1v\u011bre\u010dn\u00e9 kolo<\/strong> \u2013 posledn\u00ed setk\u00e1n\u00ed prob\u011bhne osobn\u011b nebo p\u0159es Zoom. Prostor bude probrat dal\u0161\u00ed odborn\u00e9 ot\u00e1zky, va\u0161e \u0159e\u0161en\u00ed \u00fakolu i vz\u00e1jemn\u00e1 o\u010dek\u00e1v\u00e1n\u00ed.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Bav\u00ed v\u00e1s strojov\u00e9 u\u010den\u00ed, pr\u00e1ce s daty a hled\u00e1n\u00ed \u0159e\u0161en\u00ed komplexn\u00edch probl\u00e9m\u016f? Cht\u011bli byste se pod\u00edlet na v\u00fdvoji reklamn\u00edch syst\u00e9m\u016f, kter\u00e9 denn\u011b vyu\u017e\u00edvaj\u00ed miliony lid\u00ed? Do na\u0161eho t\u00fdmu hled\u00e1me v\u00fdzkumn\u00edka strojov\u00e9ho u\u010den\u00ed, kter\u00fd se zapoj\u00ed do v\u00fdzkumu, v\u00fdvoje a rozvoje ML model\u016f pro reklamn\u00ed syst\u00e9m Seznamu. \u010cekaj\u00ed v\u00e1s zaj\u00edmav\u00e9 technick\u00e9 v\u00fdzvy, pr\u00e1ce s rozs\u00e1hl\u00fdmi daty [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[239],"tags":[58],"location":[44,26],"technology":[68,89,203,52,200,114],"landing_category":[248,151,169,259],"class_list":["post-21002","post","type-post","status-publish","format-standard","hentry","category-it-a-technologie","tag-plny-uvazek"],"acf":[],"_links":{"self":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/21002","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/comments?post=21002"}],"version-history":[{"count":1,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/21002\/revisions"}],"predecessor-version":[{"id":21003,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/21002\/revisions\/21003"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=21002"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=21002"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=21002"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=21002"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=21002"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=21002"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}