{"id":20025,"date":"2025-12-01T16:18:35","date_gmt":"2025-12-01T15:18:35","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/479609-ranking-product-manager\/"},"modified":"2026-04-29T16:10:33","modified_gmt":"2026-04-29T14:10:33","slug":"479609-ranking-product-manager","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/479609-ranking-product-manager\/","title":{"rendered":"Ranking Product Manager pro AI Asistenta a vyhled\u00e1v\u00e1n\u00ed"},"content":{"rendered":"<p>Hled\u00e1me product managera, kter\u00fd nau\u010d\u00ed na\u0161e vyhled\u00e1v\u00e1n\u00ed odpov\u00eddat na dotazy AI Asistenta.<br \/>LLM u\u017e dnes dok\u00e1\u017eou velmi dob\u0159e ch\u00e1pat, co u\u017eivatel chce. Skute\u010dn\u00e1 v\u00fdzva je to nad na\u0161imi daty opravdu naj\u00edt a vr\u00e1tit jako konkr\u00e9tn\u00ed odpov\u011b\u010f nebo doporu\u010den\u00ed \u2013 v produkci, ne jen v demu.<\/p>\n<p>Va\u0161\u00ed rol\u00ed bude u\u010dit Asistenta hledat. Znamen\u00e1 to pracovat s daty, navrhovat a vyhodnocovat experimenty s LLM, tr\u00e9novat a ladit modely rozhodovac\u00edch strom\u016f na z\u00e1klad\u011b re\u00e1ln\u00fdch pot\u0159eb u\u017eivatel\u016f Asistenta. Budete prototypovat, testovat hypot\u00e9zy a zahazovat slep\u00e9 cesty. N\u011bkter\u00e9 experimenty nevyjdou, jin\u00e9 zm\u011bn\u00ed sm\u011br produktu.<\/p>\n<p>Nejde o psan\u00ed zad\u00e1n\u00ed od stolu, ale o p\u0159\u00edm\u00fd vliv na to, jak bude vyhled\u00e1v\u00e1n\u00ed fungovat v dob\u011b generativn\u00ed AI.<\/p>\n<p>\u010cek\u00e1 v\u00e1s \u00fazk\u00e1 spolupr\u00e1ce s v\u00fdvojem a v\u00fdzkumem i odpov\u011bdnost za dal\u0161\u00ed sm\u011b\u0159ov\u00e1n\u00ed produktu.<\/p>\n<hr>\n<h2>Co budete d\u011blat a na co se m\u016f\u017eete t\u011b\u0161it<\/h2>\n<ul>\n<li>u\u010dit AI Asistenta pracovat s na\u0161imi daty<\/li>\n<li>formulovat a strukturovat probl\u00e9my, kter\u00e9 \u010dasto nejsou jednozna\u010dn\u011b zad\u00e1ny<\/li>\n<li>navrhovat <strong>experimenty<\/strong> s velk\u00fdmi jazykov\u00fdmi modely a vyhodnocovat jejich dopad<\/li>\n<li>analyzovat data a na z\u00e1klad\u011b v\u00fdsledk\u016f prov\u00e1d\u011bt rozhodnut\u00ed<\/li>\n<li><strong>prototypovat<\/strong> \u0159e\u0161en\u00ed a rychle ov\u011b\u0159ovat hypot\u00e9zy<\/li>\n<li>diskutovat v\u00fdsledky s v\u00fdvojem a v\u00fdzkumem a spole\u010dn\u011b hledat nejlep\u0161\u00ed sm\u011br<\/li>\n<li><strong>formulovat<\/strong> zad\u00e1n\u00ed pro v\u00fdvoj\u00e1\u0159e a dohl\u00ed\u017eet na to, \u017ee \u0159e\u0161en\u00ed d\u00e1v\u00e1 smysl i v produkci<\/li>\n<\/ul>\n<p><strong>T\u011b\u0161it se m\u016f\u017eete na:<\/strong><\/p>\n<ul>\n<li>pr\u00e1ci na produktu, kter\u00fd re\u00e1ln\u011b pou\u017e\u00edvaj\u00ed miliony u\u017eivatel\u016f<\/li>\n<li><strong>experimentov\u00e1n\u00ed<\/strong> s <strong>LLM<\/strong> v produk\u010dn\u00edm prost\u0159ed\u00ed<\/li>\n<li>velmi r\u016fznorodou a kreativn\u00ed pr\u00e1ci \u2013 \u017e\u00e1dn\u00e9 nekone\u010dn\u00e9 p\u0159ehazov\u00e1n\u00ed ticket\u016f<\/li>\n<li>data, kter\u00e1 jsou velk\u00e1, \u017eiv\u00e1 a pln\u00e1 skute\u010dn\u00e9ho u\u017eivatelsk\u00e9ho chov\u00e1n\u00ed<\/li>\n<li>viditeln\u00fd dopad va\u0161\u00ed pr\u00e1ce<\/li>\n<\/ul>\n<hr>\n<h2>Co budete pot\u0159ebovat<\/h2>\n<ul>\n<li>alespo\u0148 z\u00e1kladn\u00ed znalost <strong>Pythonu<\/strong><\/li>\n<li>orientaci ve strojov\u00e9m u\u010den\u00ed (nemus\u00edte b\u00fdt v\u00fdzkumn\u00edk, ale rozum\u011bt princip\u016fm)<\/li>\n<li>zv\u00eddavost, analytick\u00e9 my\u0161len\u00ed a chu\u0165 experimentovat s LLM<\/li>\n<li>schopnost formulovat probl\u00e9m a rozpadnout ho na \u0159e\u0161iteln\u00e9 \u010d\u00e1sti<\/li>\n<li>dobr\u00e9 komunika\u010dn\u00ed a organiza\u010dn\u00ed schopnosti<\/li>\n<li>chu\u0165 u\u010dit se nov\u00e9 v\u011bci a pracovat s neust\u00e1le se vyv\u00edjej\u00edc\u00ed technologi\u00ed<\/li>\n<\/ul>\n<p>Pozice je vhodn\u00e1 i pro \u0161ikovn\u00e9 absolventy s technick\u00fdm nebo datov\u00fdm backgroundem.<\/p>\n<h2>Jak bude prob\u00edhat v\u00fdb\u011brov\u00e9 \u0159\u00edzen\u00ed:<\/h2>\n<ul>\n<li>\u00davodn\u00ed prescreen<\/li>\n<li>Osobn\u00ed pohovor (cca 60 minut)<\/li>\n<li>Zad\u00e1n\u00ed \u00fakolu<\/li>\n<li>Druh\u00e9 kolo osobn\u011b &#8211; fin\u00e1ln\u00ed setk\u00e1n\u00ed, bez \u00fa\u010dasti HR.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Hled\u00e1me product managera, kter\u00fd nau\u010d\u00ed na\u0161e vyhled\u00e1v\u00e1n\u00ed odpov\u00eddat na dotazy AI Asistenta.LLM u\u017e dnes dok\u00e1\u017eou velmi dob\u0159e ch\u00e1pat, co u\u017eivatel chce. Skute\u010dn\u00e1 v\u00fdzva je to nad na\u0161imi daty opravdu naj\u00edt a vr\u00e1tit jako konkr\u00e9tn\u00ed odpov\u011b\u010f nebo doporu\u010den\u00ed \u2013 v produkci, ne jen v demu. Va\u0161\u00ed rol\u00ed bude u\u010dit Asistenta hledat. Znamen\u00e1 to pracovat s 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":[47,58],"location":[19],"technology":[52],"landing_category":[143,262],"class_list":["post-20025","post","type-post","status-publish","format-standard","hentry","category-it-a-technologie","tag-ozp","tag-plny-uvazek"],"acf":[],"_links":{"self":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20025","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=20025"}],"version-history":[{"count":6,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20025\/revisions"}],"predecessor-version":[{"id":20377,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20025\/revisions\/20377"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=20025"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=20025"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=20025"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=20025"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=20025"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=20025"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}