{"id":3392,"date":"2025-07-30T13:28:13","date_gmt":"2025-07-30T13:28:13","guid":{"rendered":"https:\/\/www.erp2u.hu\/?p=3392"},"modified":"2025-07-31T14:26:03","modified_gmt":"2025-07-31T14:26:03","slug":"a-data-scientist-szerepe-a-penzugyi-tervezesben-igy-tamogatja-a-unit4-fpa-az-adatvezerelt-donteshozatalt","status":"publish","type":"post","link":"https:\/\/www.erp2u.hu\/en\/a-data-scientist-szerepe-a-penzugyi-tervezesben-igy-tamogatja-a-unit4-fpa-az-adatvezerelt-donteshozatalt\/","title":{"rendered":"A data scientist szerepe a p\u00e9nz\u00fcgyi tervez\u00e9sben \u2013 \u00edgy t\u00e1mogatja a Unit4 FP&amp;A az adatvez\u00e9relt d\u00f6nt\u00e9shozatalt"},"content":{"rendered":"<p class=\"wp-block-paragraph\">A p\u00e9nz\u00fcgyi tervez\u00e9s \u00e9s elemz\u00e9s (FP&amp;A \u2013 Financial Planning and Analysis) ter\u00fclete az elm\u00falt \u00e9vekben alapjaiban v\u00e1ltozott meg. M\u00edg kor\u00e1bban a jelent\u00e9sk\u00e9sz\u00edt\u00e9s \u00e9s az adatok ut\u00f3lagos feldolgoz\u00e1sa \u00e1llt a k\u00f6z\u00e9ppontban, <strong>a modern FP&amp;A csapatok ma m\u00e1r strat\u00e9giai partnerek, akik kulcsszerepet j\u00e1tszanak a szervezetek siker\u00e9ben.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Azok, akik \u00e9len j\u00e1rnak az FP&amp;A ter\u00fclet\u00e9n, m\u00e1ra technol\u00f3giai, adat- \u00e9s elemz\u00e9si ismeretekkel felv\u00e9rtezve, a d\u00f6nt\u00e9shozatal mozgat\u00f3rug\u00f3iv\u00e1 v\u00e1ltak. Ennek a fejl\u0151d\u00e9snek az egyik legmeghat\u00e1roz\u00f3bb szerepl\u0151je a <strong>data scientist<\/strong>, aki hidat k\u00e9pez a p\u00e9nz\u00fcgy \u00e9s az adatvez\u00e9relt d\u00f6nt\u00e9shozatal k\u00f6z\u00f6tt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ebben a blogban bemutatjuk, hogyan fejl\u0151d\u00f6tt a <strong>data scientist<\/strong><em><strong> <\/strong><\/em>szerepe az FP&amp;A vil\u00e1g\u00e1ban, \u00e9s hogyan t\u00e1mogatja ezt az \u00e1talakul\u00e1st egy olyan felh\u0151alap\u00fa eszk\u00f6z, mint a <strong><a href=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\" data-type=\"link\" data-id=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\">Unit4 FP&amp;A<\/a><\/strong>. V\u00e9g\u00fcl arra is kit\u00e9r\u00fcnk, milyen j\u00f6v\u0151 v\u00e1r az FP&amp;A csapatokra, \u00e9s hogyan maradhatnak tov\u00e1bbra is agilisak \u00e9s \u00e9lesl\u00e1t\u00f3ak.<br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Ki is az a \u201e<em>data scientist<\/em>\u201d? \u2013 Kapocs a p\u00e9nz\u00fcgy \u00e9s a fejlett analitika k\u00f6z\u00f6tt<\/strong><br><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong>data scientist<\/strong> az FP&amp;A-ban nem a klasszikus \u00e9rtelemben vett adatkezel\u0151 szakember. Ink\u00e1bb egyfajta \u201eford\u00edt\u00f3\u201d, aki \u00f6sszek\u00f6ti a p\u00e9nz\u00fcgyi szak\u00e9rtelmet az adatalap\u00fa modellez\u00e9ssel \u00e9s el\u0151rejelz\u00e9ssel. <strong>Munk\u00e1ja sor\u00e1n statisztikai modellez\u00e9st \u00f6tv\u00f6z p\u00e9nz\u00fcgyi tud\u00e1ssal, hogy el\u0151remutat\u00f3, strat\u00e9giai d\u00f6nt\u00e9seket t\u00e1mogat\u00f3 elemz\u00e9seket k\u00e9sz\u00edtsen.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Kulcsfeladatok \u00e9s strat\u00e9giai jelent\u0151s\u00e9g<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong>data scientist<\/strong> feladatai k\u00f6z\u00e9 tartozik a predikt\u00edv modellek k\u00e9sz\u00edt\u00e9se, nagy adat\u00e1llom\u00e1nyok elemz\u00e9se trendek ut\u00e1n kutatva, valamint az eredm\u00e9nyek \u00e9rtelmez\u00e9se \u00e9s cselekv\u00e9si javaslatokk\u00e1 alak\u00edt\u00e1sa \u2013 sokszor egy \u201edata storyteller\u201d t\u00e1mogat\u00e1s\u00e1val. Ez az egyedi tud\u00e1skombin\u00e1ci\u00f3 lehet\u0151v\u00e9 teszi, hogy a v\u00e1llalat proakt\u00edv d\u00f6nt\u00e9seket hozzon m\u00e9g kisz\u00e1m\u00edthatatlan piaci k\u00f6rnyezetben is.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Matt Poleski<\/strong>, az <em>Arthur J. Gallagher<\/em> r\u00e9gi\u00f3s p\u00e9nz\u00fcgyi igazgat\u00f3ja \u00edgy fogalmaz:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-align-center wp-block-paragraph\"><em>\u201eAz a j\u00f3 abban, ha valaki p\u00e9nz\u00fcgyi elemz\u0151k\u00e9nt dolgozik ebben a folyamatban, hogy az eredm\u00e9nyeket be tudjuk \u00e9p\u00edteni az \u00fczleti narrat\u00edv\u00e1ba \u00e9s tervbe. Ez a data scientist szerepe.\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><br><\/p>\n<\/blockquote>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">P\u00e9ld\u00e1ul egy olyan el\u0151rejelz\u0151 modellt k\u00e9sz\u00edthet, amely megj\u00f3solja a szolg\u00e1ltat\u00e1si szint ir\u00e1nti kereslet alakul\u00e1s\u00e1t. Ez lehet\u0151v\u00e9 teszi az oper\u00e1ci\u00f3s csapat sz\u00e1m\u00e1ra, hogy optimaliz\u00e1lja a k\u00e9szletszinteket \u2013 cs\u00f6kkentve a k\u00f6lts\u00e9geket cs\u00facsid\u0151szakokban, mik\u00f6zben fenntartja az \u00fczleti hat\u00e9konys\u00e1got.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Hogyan t\u00e1mogatja a Unit4 FP&amp;A a data scientist szerep\u00e9t?<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong><a href=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\" data-type=\"link\" data-id=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\">Unit4 FP&amp;A<\/a><\/strong> r\u00e9v\u00e9n a v\u00e1llalatok k\u00e9pesek proakt\u00edv, technol\u00f3gia \u00e1ltal vez\u00e9relt d\u00f6nt\u00e9shozatalt bevezetni \u2013 ez pedig kulcsfontoss\u00e1g\u00fa az innov\u00e1ci\u00f3 \u00e9s a strat\u00e9giai fejl\u0151d\u00e9s szempontj\u00e1b\u00f3l.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fejlett analitika \u00e9s mesters\u00e9ges intelligencia<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong><a href=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\" data-type=\"link\" data-id=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\">Unit4 FP&amp;A<\/a><\/strong> olyan analitikai \u00e9s AI-alap\u00fa eszk\u00f6z\u00f6ket k\u00edn\u00e1l, amelyek leegyszer\u0171s\u00edtik a data scientistek munk\u00e1j\u00e1t. A predikt\u00edv modellez\u00e9st\u0151l kezdve az automatiz\u00e1lt adatellen\u0151rz\u00e9sen \u00e1t a g\u00e9pi tanul\u00e1si lehet\u0151s\u00e9gekig minden adott ahhoz, hogy az elemz\u0151k az igaz\u00e1n fontos \u2013 strat\u00e9giai jelent\u0151s\u00e9g\u0171 \u2013 \u00f6sszef\u00fcgg\u00e9sek felt\u00e1r\u00e1s\u00e1ra f\u00f3kusz\u00e1lhassanak.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Egys\u00e9ges adatinfrastrukt\u00fara<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong><a href=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\" data-type=\"link\" data-id=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\">Unit4 FP&amp;A<\/a> <\/strong>egyik legnagyobb er\u0151ss\u00e9ge, hogy k\u00e9pes \u00f6sszevonni az adatokat egy egys\u00e9ges rendszerbe. Ez megsz\u00fcnteti az adat-sil\u00f3kat \u00e9s az inkonzisztenci\u00e1kat, \u00edgy l\u00e9trej\u00f6n egy SSOT (single source of truth), amelyre megb\u00edzhat\u00f3an lehet \u00e9p\u00edteni. Ahogy <strong>Andrew Wee <\/strong>fogalmaz:<br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-text-align-center is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><em>\u201eAz FP&amp;A \u00e9rt\u00e9ke abban rejlik, hogy integr\u00e1lt d\u00f6nt\u00e9shozatalt tesz lehet\u0151v\u00e9.\u201d<\/em><br><br><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u00d6nkiszolg\u00e1l\u00f3 analitika \u00e9s ir\u00e1ny\u00edt\u00f3pultok<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong><a href=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\" data-type=\"link\" data-id=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\">Unit4 FP&amp;A<\/a> <\/strong>\u00f6nkiszolg\u00e1l\u00f3 funkci\u00f3i r\u00e9v\u00e9n a <strong>data scientistek<\/strong> k\u00f6nnyed\u00e9n k\u00e9sz\u00edthetnek dinamikus dashboardokat \u00e9s testreszabhat\u00f3 vizualiz\u00e1ci\u00f3kat. <strong>Ez n\u00f6veli az auton\u00f3mi\u00e1jukat, \u00e9s lehet\u0151v\u00e9 teszi, hogy hat\u00e9konyan ossz\u00e1k meg az elemz\u00e9sek eredm\u00e9nyeit az \u00e9rintettekkel.<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Egy\u00fcttm\u0171k\u00f6d\u00e9s az FP&amp;A szerepk\u00f6r\u00f6k k\u00f6z\u00f6tt<\/strong><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A platform t\u00e1mogatja az FP&amp;A csapat k\u00fcl\u00f6nb\u00f6z\u0151 szerepl\u0151i \u2013 p\u00e9ld\u00e1ul az <em>Architekt<\/em>, <em>Storyteller<\/em> vagy <em>Influencer<\/em> \u2013 k\u00f6z\u00f6tti egy\u00fcttm\u0171k\u00f6d\u00e9st. Ez biztos\u00edtja, hogy a <strong>data scientist<\/strong> \u00e1ltal el\u0151\u00e1ll\u00edtott elemz\u00e9sek val\u00f3ban hasznosuljanak, \u00e9s illeszkedjenek az \u00fczleti c\u00e9lokhoz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our <strong><a href=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\" data-type=\"link\" data-id=\"https:\/\/www.unit4.com\/products\/budget-and-forecasting-software\">Unit4 FP&amp;A<\/a><\/strong> seg\u00edts\u00e9g\u00e9vel a v\u00e1llalatok t\u00fall\u00e9phetnek a hagyom\u00e1nyos elemz\u00e9sen, \u00e9s akt\u00edv, el\u0151rel\u00e1t\u00f3 strat\u00e9giai szerepl\u0151kk\u00e9 v\u00e1lhatnak.<br><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ha t\u00f6bbet szeretn\u00e9l megtudni megold\u00e1sainkr\u00f3l, l\u00e1togasd meg weboldalunkat \u2013 k\u00e9rj szem\u00e9lyre szabott bemutat\u00f3t, vagy vedd fel a kapcsolatot \u00e9rt\u00e9kes\u00edt\u00e9si csapatunkkal m\u00e9g ma!<\/p>","protected":false},"excerpt":{"rendered":"<p>A modern FP&#038;A csapatokban a data scientist kulcsszerepl\u0151v\u00e9 v\u00e1lt, aki \u00f6sszek\u00f6ti a p\u00e9nz\u00fcgyi tervez\u00e9st a fejlett analitik\u00e1val. A cikk bemutatja, hogyan form\u00e1lja \u00e1t ezt a szerepk\u00f6rt a Unit4 FP&#038;A platform, \u00e9s milyen eszk\u00f6z\u00f6ket k\u00edn\u00e1l a proakt\u00edv, strat\u00e9giai d\u00f6nt\u00e9shozatal t\u00e1mogat\u00e1s\u00e1ra.<\/p>","protected":false},"author":1,"featured_media":3393,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[1],"tags":[46,127,130,35,111,131,110,128,37,129],"class_list":["post-3392","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-ai","tag-datascientist-2","tag-digitaltransformation","tag-erp","tag-erp2u","tag-financialtransformation","tag-fpa","tag-penzugyitervezes","tag-unit4","tag-uzletianalitika"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"A modern FP&amp;A csapatokban a data scientist kulcsszerepl\u0151v\u00e9 v\u00e1lt, aki \u00f6sszek\u00f6ti a p\u00e9nz\u00fcgyi tervez\u00e9st a fejlett analitik\u00e1val. 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