{"id":20704,"date":"2026-07-15T12:16:14","date_gmt":"2026-07-15T10:16:14","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/493697-machine-learning-platform-engineer\/"},"modified":"2026-07-22T11:20:17","modified_gmt":"2026-07-22T09:20:17","slug":"493697-machine-learning-platform-engineer","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/493697-machine-learning-platform-engineer\/","title":{"rendered":"Machine Learning Platform Engineer"},"content":{"rendered":"<p>Hled\u00e1me Python v\u00fdvoj\u00e1\u0159e, kter\u00e9ho l\u00e1k\u00e1 sv\u011bt generativn\u00ed AI a chce se pod\u00edlet na p\u0159evodu modern\u00edch AI model\u016f do produk\u010dn\u00edho prost\u0159ed\u00ed. Krom\u011b zku\u0161enost\u00ed s Pythonem byste se m\u011bli orientovat tak\u00e9 v Dockeru a Kubernetes, proto\u017ee pr\u00e1v\u011b tyto technologie tvo\u0159\u00ed z\u00e1klad infrastruktury, na kter\u00e9 na\u0161e AI \u0159e\u0161en\u00ed stav\u00edme. Na t\u00e9to pozici z\u00edsk\u00e1te mo\u017enost proniknout do sv\u011bta LLM, osvojit si modern\u00ed technologie pro jejich nasazov\u00e1n\u00ed a provoz, jako jsou KServe, MLflow nebo AiBrix, a pracovat s nejnov\u011bj\u0161\u00ed AI infrastrukturou.<\/p>\n<hr>\n<h2>Co budete d\u011blat<\/h2>\n<ul>\n<li>P\u0159ev\u00e1d\u011bt modely LLM (Large Language Models), TTS (Text-to-Speech) a ASR (Automatic Speech Recognition) do <strong>produk\u010dn\u00edho prost\u0159ed\u00ed<\/strong>.<\/li>\n<li>Pod\u00edlet se na n\u00e1vrhu a v\u00fdvoji \u0161k\u00e1lovateln\u00e9 infrastruktury pro provoz AI model\u016f s d\u016frazem na <strong>vysokou dostupnost<\/strong> a <strong>n\u00edzkou latenci<\/strong>.<\/li>\n<li>Spolupracovat na <strong>integraci<\/strong> AI <strong>model\u016f<\/strong> do intern\u00edch syst\u00e9m\u016f a aplikac\u00ed.<\/li>\n<li><strong>Optimalizovat<\/strong> v\u00fdkon nasazen\u00fdch model\u016f a pod\u00edlet se na jejich dal\u0161\u00edm rozvoji.<\/li>\n<li>Spolupracovat s ostatn\u00edmi \u010dleny t\u00fdmu na v\u00fdvoji modern\u00ed AI platformy.<\/li>\n<\/ul>\n<hr>\n<h2>Co budete pot\u0159ebovat<\/h2>\n<ul>\n<li>Alespo\u0148 2\u20133 roky komer\u010dn\u00edch zku\u0161enost\u00ed s v\u00fdvojem v Pythonu.<\/li>\n<li>Z\u00e1kladn\u00ed zku\u0161enosti s Linuxem.<\/li>\n<li>Znalost Dockeru, Kubernetes a orientaci v cloudov\u00fdch technologi\u00edch.<\/li>\n<li>Z\u00e1kladn\u00ed p\u0159ehled o oblasti strojov\u00e9ho u\u010den\u00ed a generativn\u00ed AI \u2013 v\u00edte, co jsou LLM a ide\u00e1ln\u011b jste si vyzkou\u0161eli pr\u00e1ci s n\u011bkter\u00fdm z dostupn\u00fdch model\u016f.<\/li>\n<li>Schopnost u\u010dit se nov\u00e9 technologie a chu\u0165 rozv\u00edjet se v oblasti AI infrastruktury.<\/li>\n<li>V\u00fdhodou bude, pokud m\u00e1te zku\u0161enosti nebo z\u00e1jem se nau\u010dit pracovat s technologiemi jako KServe, MLflow, S3, FastAPI, AIBrix nebo podobn\u00fdmi n\u00e1stroji pro nasazov\u00e1n\u00ed a spr\u00e1vu ML model\u016f.<\/li>\n<\/ul>\n<h2>T\u011b\u0161it se m\u016f\u017eete na<\/h2>\n<ul>\n<li>Pr\u00e1ci s intern\u00edmi i open-source jazykov\u00fdmi modely tr\u00e9novan\u00fdmi na \u010desk\u00e9m korpusu.<\/li>\n<li>Mo\u017enost pr\u00e1ce s podporou s nejmodern\u011bj\u0161\u00edch AI model\u016f d\u00edky rozpo\u010dtu na vyu\u017e\u00edv\u00e1n\u00ed LLM od spole\u010dnosti Anthropic.<\/li>\n<li>P\u0159\u00edstup ke \u0161pi\u010dkov\u00e9mu hardwaru postaven\u00e9mu na platform\u00e1ch <strong>NVIDIA Hopper<\/strong> a <strong>Blackwell.<\/strong><\/li>\n<li>Velk\u00fd prostor u\u010dit se <strong>nov\u00e9 technologie<\/strong> a pod\u00edlet se na budov\u00e1n\u00ed modern\u00ed AI platformy.<\/li>\n<li>Samoorganizovan\u00fd t\u00fdm s p\u0159\u00e1telskou atmosf\u00e9rou, kter\u00fd sd\u00edl\u00ed know-how a t\u00e1hne za jeden provaz.<\/li>\n<\/ul>\n<h2>Jak prob\u00edh\u00e1 v\u00fdb\u011brko<\/h2>\n<ul>\n<li>Nejprve si spole\u010dn\u011b zavol\u00e1me na kr\u00e1tk\u00fd prescreen, kde si vz\u00e1jemn\u011b p\u0159edstav\u00edme o\u010dek\u00e1v\u00e1n\u00ed a z\u00e1kladn\u00ed informace.<\/li>\n<li>Pokud si budeme sed\u011bt, po\u0161leme v\u00e1m zad\u00e1n\u00ed technick\u00e9ho \u00fakolu. Na jeho vypracov\u00e1n\u00ed budete m\u00edt 14 dn\u00ed a jeho dokon\u010den\u00ed zabere p\u0159ibli\u017en\u011b 8 hodin.<\/li>\n<li>N\u00e1sleduje technick\u00fd pohovor s hiring mana\u017eerem a p\u0159\u00edpadn\u011b dal\u0161\u00edmi \u010dleny t\u00fdmu. M\u016f\u017ee prob\u011bhnout ide\u00e1ln\u011b osobn\u011b ale i online p\u0159es Zoom a vyhra\u010fte si na n\u011bj p\u0159ibli\u017en\u011b 90 minut.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Hled\u00e1me Python v\u00fdvoj\u00e1\u0159e, kter\u00e9ho l\u00e1k\u00e1 sv\u011bt generativn\u00ed AI a chce se pod\u00edlet na p\u0159evodu modern\u00edch AI model\u016f do produk\u010dn\u00edho prost\u0159ed\u00ed. Krom\u011b zku\u0161enost\u00ed s Pythonem byste se m\u011bli orientovat tak\u00e9 v Dockeru a Kubernetes, proto\u017ee pr\u00e1v\u011b tyto technologie tvo\u0159\u00ed z\u00e1klad infrastruktury, na kter\u00e9 na\u0161e AI \u0159e\u0161en\u00ed stav\u00edme. Na t\u00e9to pozici z\u00edsk\u00e1te mo\u017enost proniknout do sv\u011bta LLM, [&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":[26,19],"technology":[68,93,94,52],"landing_category":[169,259,235],"class_list":["post-20704","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\/20704","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=20704"}],"version-history":[{"count":4,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20704\/revisions"}],"predecessor-version":[{"id":20708,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20704\/revisions\/20708"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=20704"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=20704"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=20704"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=20704"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=20704"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=20704"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}