{"id":19285,"date":"2025-06-30T10:49:15","date_gmt":"2025-06-30T08:49:15","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/471261-vyzkumnik-strojoveho-uceni-pro-zpracovani-reci\/"},"modified":"2026-04-24T12:11:32","modified_gmt":"2026-04-24T10:11:32","slug":"471261-vyzkumnik-strojoveho-uceni-pro-zpracovani-reci","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/471261-vyzkumnik-strojoveho-uceni-pro-zpracovani-reci\/","title":{"rendered":"V\u00fdzkumn\u00edk strojov\u00e9ho u\u010den\u00ed pro zpracov\u00e1n\u00ed \u0159e\u010di"},"content":{"rendered":"<p>Jsme t\u00fdm zam\u011b\u0159en\u00fd na v\u00fdvoj a zdokonalov\u00e1n\u00ed technologi\u00ed pro synt\u00e9zu a automatick\u00e9 rozpozn\u00e1v\u00e1n\u00ed \u0159e\u010di, s d\u016frazem na nejnov\u011bj\u0161\u00ed p\u0159\u00edstupy a modely. V sou\u010dasnosti se soust\u0159ed\u00edme p\u0159edev\u0161\u00edm na \u010de\u0161tinu, ale na\u0161e ambice jsou \u0161ir\u0161\u00ed.\u00a0<\/p>\n<p>Na\u0161e pr\u00e1ce pokr\u00fdv\u00e1 cel\u00fd v\u00fdvojov\u00fd cyklus \u2013 od p\u0159\u00edpravy a validace dat, p\u0159es pr\u016fzkum a tr\u00e9nov\u00e1n\u00ed model\u016f na vlastn\u00edm v\u00fdkonn\u00e9m GPU clusteru, a\u017e po jejich lad\u011bn\u00ed, evaluaci a nasazen\u00ed.\u00a0<\/p>\n<p>Klademe d\u016fraz na odborn\u00fd r\u016fst: pravideln\u011b po\u0159\u00e1d\u00e1me reading groups, sd\u00edl\u00edme znalosti v t\u00fdmu a \u00fa\u010dastn\u00edme se konferenc\u00ed.\u00a0\u00a0<\/p>\n<hr>\n<h2>Z\u00e1kladn\u00ed p\u0159edpoklady<\/h2>\n<ul>\n<li><strong>Z\u00e1jem <\/strong>o pr\u00e1ci v oblasti<strong> zpracov\u00e1n\u00ed \u0159e\u010di.<\/strong>\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Um\u00edte programovat v\u202fjazyce <strong>Python<\/strong>\u202fa navrhovat efektivn\u00ed algoritmy.\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Orientujete se v\u202fproblematice strojov\u00e9ho u\u010den\u00ed a dok\u00e1\u017eete porozum\u011bt a reprodukovat postupy z v\u011bdeck\u00fdch \u010dl\u00e1nk\u016f.\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Ovl\u00e1d\u00e1te z\u00e1klady <strong>Linuxu<\/strong>.\u00a0<\/li>\n<\/ul>\n<hr>\n<h2>Sou\u010d\u00e1st\u00ed pr\u00e1ce v\u00fdzkumn\u00edka je<\/h2>\n<ul>\n<li>Pod\u00edlen\u00ed se na formov\u00e1n\u00ed zad\u00e1n\u00ed v\u00fdzkumn\u00e9 \u00falohy a anal\u00fdzy probl\u00e9mu\u00a0<\/li>\n<\/ul>\n<ul>\n<li>P\u0159\u00edprava a anal\u00fdza dat \u2013 Python, pandas, librosa, torchaudio, HuggingFace\u00a0<\/li>\n<\/ul>\n<ul>\n<li>U\u010den\u00ed ML model\u016f \u2013 hlavn\u00edm c\u00edlem je m\u00edt co nejlep\u0161\u00ed modely pro automatick\u00e9 rozpozn\u00e1n\u00ed \u0159e\u010di a jej\u00ed synt\u00e9zu, co\u017e mj. zahrnuje i spoustu dal\u0161\u00edch men\u0161\u00edch model\u016f. Pracujeme s knihovnami PyTorch (Lightning), HuggingFace a NVIDIA Nemo.\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Aplikace state-of-the-art metod pro zpracov\u00e1n\u00ed \u0159e\u010di\u00a0<\/li>\n<\/ul>\n<ul>\n<li>T\u00fdmov\u00e1 spolupr\u00e1ce p\u0159i \u0159e\u0161en\u00ed probl\u00e9mu a tvorb\u011b k\u00f3du \u2013 Git, code review\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Vyhodnocen\u00ed navr\u017een\u00fdch \u0159e\u0161en\u00ed, interpretace a prezentace v\u00fdsledk\u016f\u00a0<\/li>\n<\/ul>\n<ul>\n<li>P\u0159ed\u00e1v\u00e1n\u00ed model\u016f a k\u00f3du do produkce nap\u0159. pomoc\u00ed Docker container\u016f\u00a0<\/li>\n<\/ul>\n<h2>Co nab\u00edz\u00edme<\/h2>\n<ul>\n<li>Zaj\u00edmavou a rozmanitou pr\u00e1ci, \u0159e\u0161en\u00ed netrivi\u00e1ln\u00edch probl\u00e9m\u016f\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Velk\u00e1 data, mo\u017enost anotac\u00ed\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Dost\u00e1v\u00e1me v\u011bci do produkce, p\u0159\u00edm\u00fd dopad na miliony u\u017eivatel\u016f,\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Vlastn\u00ed v\u00fdkonn\u00e9 servery, dedikovan\u00e1 v\u00fdpo\u010detn\u00ed kapacita\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Sd\u00edlen\u00ed znalost\u00ed a zku\u0161enost\u00ed nap\u0159\u00ed\u010d Seznamem\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Osobn\u00ed rozvoj \u2013 vzd\u011bl\u00e1v\u00e1n\u00ed, reading groups a konference (v p\u0159\u00edpad\u011b z\u00e1jmu i ve\u0159ejn\u00e9 p\u0159edn\u00e1\u0161ky na univerzit\u00e1ch a akc\u00edch)\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Super kolektiv a neform\u00e1ln\u00ed a p\u0159\u00e1telsk\u00e9 prost\u0159ed\u00ed \u2013 v\u0161ichni si tady tyk\u00e1me a nem\u00e1me p\u0159edepsan\u00fd dress code\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Mal\u00fd t\u00fdm &#8211; zodpov\u011bdnost za v\u011bt\u0161\u00ed kousky pr\u00e1ce\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Mo\u017enost ps\u00e1t v\u011bdeck\u00e9 \u010dl\u00e1nky\u00a0<\/li>\n<\/ul>\n<ul>\n<li>Flexibiln\u00ed pracovn\u00ed doba s mo\u017enost\u00ed HO\u00a0<\/li>\n<\/ul>\n<h2>Jak prob\u00edha v\u00fdb\u011brov\u00e9 \u0159\u00edzen\u00ed<\/h2>\n<ul>\n<li>Za\u0161lete n\u00e1m sv\u016fj \u017eivotopis nebo odkaz na profesn\u00ed profil, kter\u00fd si pe\u010dliv\u011b prostudujeme.<\/li>\n<li>Pokud uvid\u00edme shodu, do t\u0159\u00ed dn\u016f se v\u00e1m telefonicky ozveme, slad\u00edme vz\u00e1jemn\u00e1 o\u010dek\u00e1v\u00e1n\u00ed a domluv\u00edme dal\u0161\u00ed postup.<\/li>\n<li>Dal\u0161\u00edm krokem je online test na platform\u011b Codility a zad\u00e1n\u00ed, kter\u00e9 odr\u00e1\u017e\u00ed pr\u00e1ci na\u0161eho v\u00fdzkumn\u00e9ho t\u00fdmu. Tyto \u010d\u00e1sti slou\u017e\u00ed jako prvn\u00ed technick\u00e1 zkou\u0161ka na cest\u011b k z\u00edsk\u00e1n\u00ed pozice.<\/li>\n<li>Po \u00fasp\u011b\u0161n\u00e9m absolvov\u00e1n\u00ed n\u00e1sleduje osobn\u00ed pohovor s vedouc\u00edm t\u00fdmu. Detailn\u011bji v\u00e1m p\u0159edstav\u00edme pozici a fungov\u00e1n\u00ed t\u00fdmu. Z\u00e1rove\u0148 se budeme pt\u00e1t na va\u0161e p\u0159edchoz\u00ed zku\u0161enosti a spole\u010dn\u011b projdeme v\u00e1\u0161 postup p\u0159i \u0159e\u0161en\u00ed zad\u00e1n\u00ed. Osobn\u00ed setk\u00e1n\u00ed obvykle trv\u00e1 p\u0159ibli\u017en\u011b 1,5\u20132 hodiny.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Jsme t\u00fdm zam\u011b\u0159en\u00fd na v\u00fdvoj a zdokonalov\u00e1n\u00ed technologi\u00ed pro synt\u00e9zu a automatick\u00e9 rozpozn\u00e1v\u00e1n\u00ed \u0159e\u010di, s d\u016frazem na nejnov\u011bj\u0161\u00ed p\u0159\u00edstupy a modely. V sou\u010dasnosti se soust\u0159ed\u00edme p\u0159edev\u0161\u00edm na \u010de\u0161tinu, ale na\u0161e ambice jsou \u0161ir\u0161\u00ed.\u00a0 Na\u0161e pr\u00e1ce pokr\u00fdv\u00e1 cel\u00fd v\u00fdvojov\u00fd cyklus \u2013 od p\u0159\u00edpravy a validace dat, p\u0159es pr\u016fzkum a tr\u00e9nov\u00e1n\u00ed model\u016f na vlastn\u00edm v\u00fdkonn\u00e9m GPU clusteru, [&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":[46,58],"location":[26,25,19],"technology":[75,94,203,52,200],"landing_category":[151,169,268,259,157,143,235],"class_list":["post-19285","post","type-post","status-publish","format-standard","hentry","category-it-a-technologie","tag-absolventi","tag-plny-uvazek"],"acf":[],"_links":{"self":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/19285","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=19285"}],"version-history":[{"count":7,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/19285\/revisions"}],"predecessor-version":[{"id":20329,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/19285\/revisions\/20329"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=19285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=19285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=19285"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=19285"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=19285"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=19285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}