{"id":20506,"date":"2026-05-15T15:42:15","date_gmt":"2026-05-15T13:42:15","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/489565-produktovy-manazer-pro-doporucovaci-system\/"},"modified":"2026-07-08T08:31:11","modified_gmt":"2026-07-08T06:31:11","slug":"489565-produktovy-manazer-pro-doporucovaci-system","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/489565-produktovy-manazer-pro-doporucovaci-system\/","title":{"rendered":"Technick\u00fd produktov\u00fd mana\u017eer pro doporu\u010dovac\u00ed syst\u00e9m"},"content":{"rendered":"<p><strong>Vyv\u00edj\u00edme doporu\u010dovac\u00ed syst\u00e9m<\/strong> pro na\u0161\u00ed domovskou str\u00e1nku i ostatn\u00ed <a class=\"is-style-link-external\" href=\"http:\/\/Seznam.cz\" target=\"_blank\">Seznam.cz<\/a> slu\u017eby. Tento syst\u00e9m (nebo chcete-li \u201ealgoritmus\u201c) ka\u017ed\u00e9mu jednotliv\u00e9mu u\u017eivateli automaticky vyb\u00edr\u00e1 nejlep\u0161\u00ed obsah (\u010dl\u00e1nky, videa,podcasty\u2026) podle jeho preferenc\u00ed. Zji\u0161\u0165ov\u00e1n\u00ed preferenc\u00ed u\u017eivatel\u016f a \u0159azen\u00ed \u010dl\u00e1nk\u016f zaji\u0161\u0165uj\u00ed modely strojov\u00e9ho u\u010den\u00ed, kter\u00e9 si sami vyv\u00edj\u00edme a kter\u00e9 dok\u00e1\u017eou b\u011bhem okam\u017eiku z milion\u016f polo\u017eek vybrat ty nejrelevantn\u011bj\u0161\u00ed.U\u017eivatel\u016f jsou miliony, dat je hodn\u011b a syst\u00e9m tak re\u00e1ln\u011b ovliv\u0148uje spoustu \u017eivot\u016f.\u00a0<br \/>Do t\u00fdmu hled\u00e1me techni\u010dt\u011bj\u0161\u00edho produktov\u00e9ho mana\u017eera, kter\u00fd rozum\u00ed u\u017eivatel\u016fm a neboj\u00ed se \u201ecomputer science\u201c a pr\u00e1ce s algoritmy.\u00a0<\/p>\n<h2>Co budete d\u011blat\u00a0<\/h2>\n<ul>\n<li>Budete \u0159e\u0161it produktov\u00fd management doporu\u010dovac\u00edho syst\u00e9mu pro domovskou str\u00e1nku <a class=\"is-style-link-external\" href=\"http:\/\/Seznam.cz\" target=\"_blank\">Seznam.cz<\/a>\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Um\u00edte se vc\u00edtit do pot\u0159eb u\u017eivatel\u016f a dok\u00e1\u017eete p\u0159ev\u00e9st jejich pocity na jasn\u00e9 produktov\u00e9 po\u017eadavky\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Dok\u00e1\u017eete pracovat s\u202fdaty, je v\u00e1m jasn\u00e9 jak funguj\u00ed algoritmy, tak abyste si zji\u0161t\u011bn\u00e9 pot\u0159eby u\u017eivatel\u016f a hypot\u00e9zy u\u017eivatelsk\u00e9ho chov\u00e1n\u00ed sami dok\u00e1zali ov\u011b\u0159it na\u202fdatech\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Pro ov\u011b\u0159en\u00ed hypot\u00e9z dok\u00e1\u017eete pou\u017e\u00edvat Python, Jupyter nebo SQL. V\u00fdhodou je znalost strojov\u00e9ho u\u010den\u00ed, zpracov\u00e1n\u00ed velk\u00fdch dat a AI\u00a0<\/li>\n<\/ul>\n<ul>\n<li>V\u00e1mi navr\u017een\u00e9 produktov\u00e9 zm\u011bny budete realizovat ve spolupr\u00e1ci s\u202fv\u00fdvoj\u00e1\u0159i a v\u00fdzkumn\u00edky, tak aby se uvedly v \u017eivot\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Budete navrhovat metriky, podle kter\u00fdch bude mo\u017en\u00e9 ov\u011b\u0159it, \u017ee produktov\u00e9 zm\u011bny a zm\u011bny u\u017eivatelsk\u00e9 chov\u00e1n\u00ed jsou p\u0159\u00ednosem\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Setk\u00e1te se s A\/B testov\u00e1n\u00edm doporu\u010dovac\u00edch model\u016f, jejich vyhodnocov\u00e1n\u00edm a p\u0159em\u00fd\u0161len\u00edm co znamenaj\u00ed nam\u011b\u0159en\u00e1 data pro u\u017eivatelsk\u00e9 chov\u00e1n\u00ed\u00a0<\/li>\n<li>D\u00e1le budete komunikovat s\u202fkolegy z\u202fdal\u0161\u00edch t\u00fdm\u016f, \u0159e\u0161it jejich podn\u011bty a pot\u0159eby, evidovat a prioritizovat je p\u0159\u00edpadn\u011b p\u0159etv\u00e1\u0159et je do produktov\u00fdch po\u017eadavk\u016f\u00a0<\/li>\n<li>Budete tvo\u0159it a formulovat vizi produktu, definovat hlavn\u00ed KPI metriky\u00a0<\/li>\n<\/ul>\n<h2>Co budete pot\u0159ebovat<\/h2>\n<ul>\n<li>Zku\u0161enosti s produktov\u00fdm managementem, ide\u00e1ln\u011b technick\u00e9ho\/backendov\u00e9ho produktu<\/li>\n<li>Schopnost vc\u00edtit se do pot\u0159eb u\u017eivatel\u016f a p\u0159ev\u00e9st je na jasn\u00e9 produktov\u00e9 po\u017eadavky<\/li>\n<li>Praktick\u00e1 pr\u00e1ce s daty \u2013 um\u011bt si s\u00e1m ov\u011b\u0159it hypot\u00e9zy o u\u017eivatelsk\u00e9m chov\u00e1n\u00ed na datech<\/li>\n<li>Zku\u0161enost se spoluprac\u00ed s v\u00fdvoj\u00e1\u0159i a v\u00fdzkumn\u00edky p\u0159i realizaci produktov\u00fdch zm\u011bn<\/li>\n<li>Schopnost navrhovat metriky, podle kter\u00fdch se d\u00e1 ov\u011b\u0159it p\u0159\u00ednos produktov\u00fdch zm\u011bn<\/li>\n<li>Znalost A\/B testov\u00e1n\u00ed a interpretace nam\u011b\u0159en\u00fdch dat<\/li>\n<li>Komunika\u010dn\u00ed a prioritiza\u010dn\u00ed dovednosti p\u0159i spolupr\u00e1ci s dal\u0161\u00edmi t\u00fdmy, v\u010detn\u011b evidov\u00e1n\u00ed a prioritizace podn\u011bt\u016f<\/li>\n<li>Ide\u00e1ln\u00ed je znalost strojov\u00e9ho u\u010den\u00ed, Pythonu, Jupyteru nebo SQL pro ov\u011b\u0159ov\u00e1n\u00ed hypot\u00e9z<\/li>\n<\/ul>\n<h2>T\u011b\u0161it se m\u016f\u017eete na\u00a0<\/h2>\n<ul>\n<li>Zaj\u00edmav\u00fd produkt se zaj\u00edmav\u00fdm probl\u00e9mem \u2013 jak pro ka\u017ed\u00e9ho u\u017eivatele zjistit co ho zaj\u00edm\u00e1 a co ne, ani\u017e by v\u00e1m to \u0159ekl, a pak jak v\u202fnab\u00eddce dostupn\u00e9ho obsahu naj\u00edt to nejlep\u0161\u00ed, co by mu nejv\u00edce vyhovovalo\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Velk\u00fd dopad \u2013 budete se pod\u00edlet na rozvoji syst\u00e9mu, kter\u00fd denn\u011b vyu\u017e\u00edvaj\u00ed miliony u\u017eivatel\u016f\u00a0<\/li>\n<\/ul>\n<ul>\n<li>T\u00fdmov\u00e1 spolupr\u00e1ce \u2013 budete v\u202ft\u00fdmu s\u202fv\u00fdvoj\u00e1\u0159i, v\u00fdzkumn\u00edky, produk\u0165\u00e1ky a z\u00e1rove\u0148 budete spolupracovat i s kolegy z\u202fdal\u0161\u00edch t\u00fdm\u016f. Rozhodn\u011b se nebudete c\u00edtit osam\u011bl\u00fd, komunikace bude pot\u0159eba\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Backendov\u00fd technologick\u00fd produkt \u2013 doporu\u010dovac\u00ed syst\u00e9m je komponenta, kterou vyu\u017e\u00edvaj\u00ed na\u0161e dal\u0161\u00ed obsahov\u00e9 slu\u017eby \u2013 hlavn\u011b homepage\u202f<a class=\"is-style-link-external\" href=\"http:\/\/Seznam.cz\" target=\"_blank\">Seznam.cz<\/a>,\u202f<a class=\"is-style-link-external\" href=\"http:\/\/Novinky.cz\" target=\"_blank\">Novinky.cz<\/a>, Seznam Zpr\u00e1vy, atd. Vyu\u017e\u00edv\u00e1me nov\u00e9 p\u0159\u00edstupy a technologie, intenzivn\u011b se pou\u017e\u00edv\u00e1 strojov\u00e9 u\u010den\u00ed a\u202fzpracov\u00e1n\u00ed velk\u00fdch dat\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Prostor pro kreativitu a vlastn\u00ed \u0159e\u0161en\u00ed. Rozhodn\u011b se setk\u00e1te s\u202f\u00falohami, kter\u00e9 jste (velmi pravd\u011bpodobn\u011b) je\u0161t\u011b ne\u0159e\u0161ili a neexistuje na n\u011b \u017e\u00e1dn\u00fd univerz\u00e1ln\u00ed recept\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Neform\u00e1ln\u00ed prost\u0159ed\u00ed\u00a0<\/li>\n<\/ul>\n<h2>Jak bude prob\u00edhat v\u00fdb\u011brko\u00a0<\/h2>\n<ul>\n<li>Jakmile obdr\u017e\u00edme v\u00e1\u0161 \u017eivotopis, tak se ozveme do 3 pracovn\u00edch dn\u016f\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Pokud se budou shodovat va\u0161e i na\u0161e p\u0159edstavy, prob\u011bhne zoom setk\u00e1n\u00ed, kde se potk\u00e1te se sv\u00fdm nad\u0159\u00edzen\u00fdm, se kter\u00fdm budete denn\u011b spolupracovat.\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Pokud v\u0161e dob\u0159e dopadne, tak v\u00e1m za\u0161leme \u00fakol, na jeho\u017e vypracov\u00e1n\u00ed budete m\u00edt 1 t\u00fdden. N\u00e1sledn\u011b se setk\u00e1me osobne na centr\u00e1le, abychom se o va\u0161em zpracovan\u00e9m \u00fakolu pobavili v\u00edce do detailu.\u00a0<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Vyv\u00edj\u00edme doporu\u010dovac\u00ed syst\u00e9m pro na\u0161\u00ed domovskou str\u00e1nku i ostatn\u00ed Seznam.cz slu\u017eby. Tento syst\u00e9m (nebo chcete-li \u201ealgoritmus\u201c) ka\u017ed\u00e9mu jednotliv\u00e9mu u\u017eivateli automaticky vyb\u00edr\u00e1 nejlep\u0161\u00ed obsah (\u010dl\u00e1nky, videa,podcasty\u2026) podle jeho preferenc\u00ed. Zji\u0161\u0165ov\u00e1n\u00ed preferenc\u00ed u\u017eivatel\u016f a \u0159azen\u00ed \u010dl\u00e1nk\u016f zaji\u0161\u0165uj\u00ed modely strojov\u00e9ho u\u010den\u00ed, kter\u00e9 si sami vyv\u00edj\u00edme a kter\u00e9 dok\u00e1\u017eou b\u011bhem okam\u017eiku z milion\u016f polo\u017eek vybrat ty nejrelevantn\u011bj\u0161\u00ed.U\u017eivatel\u016f jsou miliony, [&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":"","_members_access_role":[],"_members_access_error":""},"categories":[239],"tags":[58],"location":[19],"technology":[],"landing_category":[169,143,262],"class_list":["post-20506","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\/20506","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=20506"}],"version-history":[{"count":11,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20506\/revisions"}],"predecessor-version":[{"id":20682,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20506\/revisions\/20682"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=20506"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=20506"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=20506"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=20506"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=20506"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=20506"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}