{"id":20958,"date":"2026-10-26T08:33:01","date_gmt":"2026-10-26T07:33:01","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/500196-ranking-product-manager\/"},"modified":"2026-10-26T14:12:50","modified_gmt":"2026-10-26T13:12:50","slug":"500196-ranking-product-manager","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/500196-ranking-product-manager\/","title":{"rendered":"Ranking Product Manager"},"content":{"rendered":"<p><a class=\"is-style-link-external\" href=\"http:\/\/Firmy.cz\" target=\"_blank\">Firmy.cz<\/a> jsou jeden z nejv\u011bt\u0161\u00edch katalog\u016f firem a slu\u017eeb v \u010cesku \u2014 m\u00edsto, kde lid\u00e9 hledaj\u00ed \u0159emesln\u00edka, obchod nebo slu\u017ebu a kam za nimi m\u00ed\u0159\u00ed statis\u00edce podnikatel\u016f. Na\u0161\u00edm c\u00edlem nen\u00ed jen \u201eseznam firem&#8220;, ale chytr\u00e9 \u0159e\u0161en\u00ed, kter\u00e9 u\u017eivateli pom\u016f\u017ee vybrat to spr\u00e1vn\u00e9 a firm\u011b p\u0159iv\u00e9st z\u00e1kazn\u00edka. Va\u0161\u00ed prac\u00ed bude tenhle produkt posouvat d\u00e1l: zlep\u0161ovat vyhled\u00e1v\u00e1n\u00ed a relevanci, pracovat s daty, hledat nov\u00e9 p\u0159\u00edle\u017eitosti a dotahovat je a\u017e do nasazen\u00ed.<\/p>\n<hr>\n<h2>Co budete d\u011blat<\/h2>\n<p>T\u011b\u017ei\u0161t\u011b role je na backendu \u2014 vyhled\u00e1v\u00e1n\u00ed a relevanci: jak se firmy a slu\u017eby hledaj\u00ed, \u0159ad\u00ed a jak co nejl\u00e9pe trefit, co u\u017eivatel pot\u0159ebuje. Budete \u0159e\u0161it hlavn\u011b data, logiku a kvalitu v\u00fdsledk\u016f.<\/p>\n<ul>\n<li><strong>Vlastnit <\/strong>produktovou oblast vyhled\u00e1v\u00e1n\u00ed na <a class=\"is-style-link-external\" href=\"http:\/\/Firmy.cz\" target=\"_blank\">Firmy.cz<\/a> (backend) \u2013 od n\u00e1padu p\u0159es n\u00e1vrh a\u017e po nasazen\u00ed.<\/li>\n<li>Formulovat \u0159e\u0161en\u00ed probl\u00e9m\u016f, kter\u00e9 jsou ob\u010das velmi nestrukturovan\u00e9.<\/li>\n<li>Analyzovat data a rozhodovat se na jejich z\u00e1klad\u011b.<\/li>\n<li>Zlep\u0161ovat vyhled\u00e1v\u00e1n\u00ed a relevanci katalogu, prototypovat a testovat r\u016fzn\u00e1 \u0159e\u0161en\u00ed.<\/li>\n<li>M\u011b\u0159it a vyhodnocovat dopad zm\u011bn (A\/B testov\u00e1n\u00ed, postupn\u00e9 nasazov\u00e1n\u00ed p\u0159es feature flagy), prezentovat v\u00fdsledky koleg\u016fm a diskutovat o nich.<\/li>\n<li>Produktov\u011b v\u00e9st sv\u011b\u0159enou oblast \u2013 formulovat stru\u010dn\u00e1 a srozumiteln\u00e1 zad\u00e1n\u00ed pro v\u00fdvoj\u00e1\u0159e a dohl\u00ed\u017eet na spr\u00e1vnou implementaci a dokon\u010den\u00ed.<\/li>\n<li>S \u010d\u00edm se budete potk\u00e1vat: Python, pandas, Elasticsearch, velk\u00e1 data o chov\u00e1n\u00ed u\u017eivatel\u016f; velk\u00e9 jazykov\u00e9 modely (LLM) jako jeden z n\u00e1stroj\u016f; Git\/GitLab a pr\u00e1ce v t\u00fdmu s v\u00fdvoj\u00e1\u0159i.<\/li>\n<\/ul>\n<hr>\n<h2>Co budete pot\u0159ebovat<\/h2>\n<p>Hled\u00e1me <strong>samostatn\u00e9ho<\/strong> \u010dlov\u011bka, kter\u00fd si um\u00ed vz\u00edt oblast za svou \u2014 s\u00e1m si ji zanalyzuje, navrhne \u0159e\u0161en\u00ed, prosad\u00ed ho a ov\u011b\u0159\u00ed dopad. Ne\u010dek\u00e1me, \u017ee budete um\u011bt v\u0161echno hned, ale \u017ee si porad\u00edte a do\u017eenete, co je pot\u0159eba. Sou\u010d\u00e1st\u00ed pr\u00e1ce bude spousta kouk\u00e1n\u00ed do dat, prototypov\u00e1n\u00ed, produktov\u00e9ho veden\u00ed a p\u0159\u00edle\u017eitostn\u00e9 podrb\u00e1n\u00ed psa v kancel\u00e1\u0159i.<\/p>\n<ul>\n<li>Zn\u00e1t alespo\u0148 z\u00e1klady <strong>Pythonu<\/strong> a neb\u00e1t se pr\u00e1ce s daty.<\/li>\n<li>Orientovat se alespo\u0148 z\u00e1kladn\u011b ve strojov\u00e9m u\u010den\u00ed.<\/li>\n<li>Um\u011bt pracovat samostatn\u011b, rozhodovat o priorit\u00e1ch a dotahovat v\u011bci do konce.<\/li>\n<li>M\u00edt zv\u00eddavost, <strong>analytick\u00e9<\/strong> my\u0161len\u00ed a chu\u0165 experimentovat.<\/li>\n<li>Disponovat dobr\u00fdmi komunika\u010dn\u00edmi a organiza\u010dn\u00edmi schopnostmi.<\/li>\n<\/ul>\n<h2>T\u011b\u0161it se m\u016f\u017eete na<\/h2>\n<ul>\n<li>\n<p>Velmi rozmanitou a kreativn\u00ed pr\u00e1ci, kter\u00e1 nen\u00ed jen o nekone\u010dn\u00e9m zad\u00e1v\u00e1n\u00ed ticket\u016f.<\/p>\n<\/li>\n<li>Vlastn\u00ed produktovou oblast a prostor pro samostatn\u00e9 rozhodov\u00e1n\u00ed.<\/li>\n<li>Pr\u00e1ci s velmi zaj\u00edmav\u00fdmi daty, kter\u00e1 odr\u00e1\u017eej\u00ed r\u016fznorod\u00e9 <strong>chov\u00e1n\u00ed <\/strong>u\u017eivatel\u016f<strong>.<\/strong><\/li>\n<li>P\u0159\u00edle\u017eitost <strong>experimentovat <\/strong>s velk\u00fdmi jazykov\u00fdmi modely (LLM) a vid\u011bt re\u00e1ln\u00fd dopad na produkt, kter\u00fd pou\u017e\u00edvaj\u00ed miliony lid\u00ed.<\/li>\n<li>Mo\u017enost pod\u00edlet se na zm\u011bn\u00e1ch, jejich\u017e <strong>v\u00fdsledky<\/strong> budou skute\u010dn\u011b <strong>vid\u011bt<\/strong>.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Firmy.cz jsou jeden z nejv\u011bt\u0161\u00edch katalog\u016f firem a slu\u017eeb v \u010cesku \u2014 m\u00edsto, kde lid\u00e9 hledaj\u00ed \u0159emesln\u00edka, obchod nebo slu\u017ebu a kam za nimi m\u00ed\u0159\u00ed statis\u00edce podnikatel\u016f. Na\u0161\u00edm c\u00edlem nen\u00ed jen \u201eseznam firem&#8220;, ale chytr\u00e9 \u0159e\u0161en\u00ed, kter\u00e9 u\u017eivateli pom\u016f\u017ee vybrat to spr\u00e1vn\u00e9 a firm\u011b p\u0159iv\u00e9st z\u00e1kazn\u00edka. Va\u0161\u00ed prac\u00ed bude tenhle produkt posouvat d\u00e1l: zlep\u0161ovat vyhled\u00e1v\u00e1n\u00ed [&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":[26],"technology":[69,76,203,52],"landing_category":[151,262,292],"class_list":["post-20958","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\/20958","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=20958"}],"version-history":[{"count":2,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20958\/revisions"}],"predecessor-version":[{"id":20960,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20958\/revisions\/20960"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=20958"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=20958"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=20958"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=20958"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=20958"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=20958"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}