连锁行业AI数字化应用人才供需调研报告

1 ᪈ 㾱 ൘ӪᐕᲪ㜭 AI ᢰᵟ傡ࣘлˈᡁഭ୶、Ӫ᡽ษޫփ㌫↓䶒Ѥ␡࡫Ⲵ᥁ᡈоࡽᡰᵚᴹⲴᵪ䙷DŽᵜ⹄ウᰘ൘ሩ䘉аփ㌫Ⲵ⧠⣦ǃ䰞仈оਁኅ䐟ᖴ䘋㹼㌫㔏ᙗ䇺ᯝDŽѪᇎ⧠↔ⴞḷˈᵜᣕ੺䟷⭘Ҷᇊ䟿䰞ধ䈳ḕ⌅ˈሩ 28 ᇦ䴦୞䘎䬱Աъǃ283 ਽൘ṑᆖ⭏৺ 58 ԭ儈ㅹ䲒ṑ䰞ধ䘋㹼Ҷᇎ䇱䈳⹄ˈᰘ൘Ӿӗъ䴰≲ǃ䲒ṑ׋㔉оॿ਼ᵪࡦйњ㔤ᓖˈ᨝⽪ᖃࡽӪ᡽ษޫⲴ⧠⣦ǃṨᗳ⸋⴮оᵚᶕਁኅ䐟ᖴDŽ ⹄ウਁ⧠ˈᖃࡽ୶、 AI ᮠᆇॆӪ᡽ษޫᆈ൘ᱮ㪇Ⲵ㔃ᶴᙗཡ㺑о׋䴰呯⋏DŽ൘ӗъ䴰≲ㄟˈԱъሩ㜭ሶъ࣑䰞仈䖜ॆѪ AI 䀓ߣᯩṸⲴ༽ਸරǃᓄ⭘රӪ᡽䴰≲ᶱѪ䘛࠷ˈަṨᗳ㜭࣋ᵏᵋ੸⧠ࠪъ࣑⨶䀓>ᮠᦞ࠶᷀>ᐕާᇎ᫽Ⲵ␵Რቲ⅑DŽ❦㘼ˈԱъԕ䘁Ѿа㠤Ⲵޡ䇶˄96.4%˅ᤷࠪˈᖃࡽ䲒ṑ∅ъ⭏ᴰ㠤ભⲴ⸝ᶯ൘Ҿ㕪ѿⵏᇎ୶ъ൪ᲟⲴশ㓳DŽ൘䲒ṑ׋㔉ㄟˈ䈮〻᭩䶙㲭ᐢᲞ䙽੟ࣘˈնཊڌ⮉൘ቁ䟿䈅⛩ቲ䶒ˈᒦ䶒Ѥᐸ䍴࣋䟿н䏣˄86.2%˅ǃᇎ䇝䇮༷㕪ѿ˄75.9%˅оᮉᆖ޵ᇩᴤᯠ┎ਾ˄58.6%˅йབྷṨᗳࡦ㓖DŽ൘ᆖ⭏ᝏ⸕ㄟˈᆖ⭏ሩᆖҐ AI ᣡᴹ⎃৊ޤ䏓˄72.4%˅ˈնަᢰ㜭ਁኅ੸⧠ࠪн൷㺑⣦ᘱˈণ䙊⭘ AIGC ᐕާᓄ⭘㜭࣋ᕪˈ㘼уъ BIǃRPA ᐕާᓄ⭘㜭࣋ᕡˈфሶ㕪ቁᇎᡈ亩ⴞ˄41.3%˅㿶ѪᆖҐѝⲴᴰབྷഠ䳮DŽ ᴤѪޣ䭞ⲴᱟˈṑԱৼᯩሩਸ֌⧠⣦Ⲵ䇔⸕ᆈ൘ᱮ㪇࠶↗DŽԱъㄟ䇔Ѫу䰘䪸ሩ AI Ӫ᡽Ⲵ␡ᓖ㚄ਸษޫ亩ⴞᲞ䙽㕪ս˄100%䇔Ѫᰐਸ֌˅ˈ㘼䲒ṑㄟ㲭䇔Ѫᴹቁ䟿ਸ֌ˈնҏ␡࡫䇔䇶ࡠᮉᐸ㕪ѿԱъᇎᡈ㓿傼˄93.1%˅઼Աъ䍴Ⓚᣅޕᤱ㔝ᙗн䏣˄72.4%˅ᱟ䱫⺽␡ᓖ㶽ਸⲴṩᵜ䳌⺽DŽ 㔬кᡰ䘠ˈᵜᣕ੺䇔Ѫˈ⹤䀓ᖃࡽഠຳⲴޣ䭞൘Ҿ䀓ߣӪ᡽ษޫփ㌫оӗъ䴰≲ޘ䶒㝡㢲Ⲵ䰞仈ˈަṨᗳ⯷㔃㺘⧠Ѫᇎ䐥呯⋏DŽѪ↔ˈᣕ੺ᨀࠪᓄᶴᔪањ⭡䲒ṑǃԱъǃ㹼ъॿՊйᯩ㚄ࣘⲴӗᮉ⽮ॿ਼㛢Ӫᯠ⭏ᘱDŽሩ䲒ṑ㘼䀰ˈṨᗳ൘Ҿᇎ⧠Ӿ⸕䇶Րᦸࡠ㜭࣋ກ䙐Ⲵ޵⏥ᔿॷ㓗ˈ㌫㔏ᙗൠ䟽ᶴ䈮〻փ㌫ǃࡋᯠᮉᆖ⁑ᔿǃᔪ䇮ৼᐸර䱏Խᒦ޽䙐ᇎ䇝⧟ຳDŽሩԱъ㘼䀰ˈṨᗳ൘ҾᆼᡀӾ㻛ࣘᤋ㚈ࡠѫࣘޡᔪⲴ䀂㢢䖜ਈˈሶӪ᡽ษޫ㿶Ѫа亩ࡽ㖞ᙗᡈ⮕ᣅ䍴ˈ␡ᓖᔰ᭮Ṩᗳᇎ䐥䍴ⓀDŽሩ㹼ъॿՊ㘼䀰ˈṨᗳ൘Ҿԕᒣਠᔪ䇮Ѫᣃ᡻ˈਁᥕྭ䘎᧕ӗъоᮉ㛢Ⲵẕằǃḷ߶ࡦᇊоᴽ࣑࣏㜭DŽ 2 ⴞ ᖅ ㅢжㄖ ሲ 䇰 .......................................................................................................................................... 3 жȽ⹊ガ㜂Ქфᝅѿ ......................................................................................................................... 3 ӂȽ⹊ガⴤḽф޻ᇯ ......................................................................................................................... 3 пȽ⹊ガᯯ⌋фṭᵢ䈪᱄ ................................................................................................................. 4 ㅢӂㄖ ӝѐ䴶≸фӰᢃ㜳࣑㕰ਙ⧦⣬ ................................................................................................ 9 жȽAI ᢶᵥ␧ᓜ㷃ޛ䴬୤䘔䬷㺂ѐṮᗹѐࣗ ................................................................................ 9 ӂȽԷѐ䶘Ѫ޻䜞㜳࣑⬬亾фཌ䜞Ӱᢃ㕰ਙਂ䠃ু࣑ ................................................................ 12 пȽ䲘ṗ∋ѐ⭕ᇔ䐫㜳࣑фӝѐ䴶≸ᆎ൞ᱴ㪍ᐤ䐓 .................................................................... 16 ഑Ƚ୼〇 AI Ӱᢃב㔏䍞䠅ᆎ൞㌱㔕ᙝ㜳࣑⸣ᶵ ......................................................................... 18 ӊȽᆎ䠅ውփ↙㻡 AI ᢶᵥ␧ࡱ䠃ງφԛ䰞ᓍᓍ䮵Ѱׁ .............................................................. 19 ㅢпㄖ 䲘ṗ୼〇 AI ᮦᆍौӰᢃฯޱ։㌱ࢌ᷆ ................................................................................ 22 жȽ䲘ṗㄥⲺ᧘㍘фᇔ䐫φᶛ㠠 58 Գ䲘ṗ䰤ভⲺ䈹⹊ਇ⧦ ...................................................... 22 ӂȽᆜ⭕ㄥⲺ᝕⸛ф䇿≸φᶛ㠠 283 ੃ᆜ⭕ⲺᆜҖਃ侾 ............................................................ 29 ㅢ഑ㄖ ṗԷঅੂ㛨Ӱᵰ࡬Ⲻ᥇ᡎфᵰ䙽 .......................................................................................... 37 жȽṗԷਾ֒൞䇚⸛фᇔ䐫ቸ䶘ᆎ൞ᱴ㪍ᐤᔸ ............................................................................ 37 ӂȽ␧ᓜӝᮏ㷃ਾ䶘Ѫ㌱㔕ᙝ޻ཌ࡬㓜 ........................................................................................ 38 пȽב䴶ਂᯯሯᶺᔰ᯦ශਾ֒ީ㌱ᐨᖘᡆާੂᵕᵑ .................................................................... 40 ㅢӊㄖ ᶺᔰ୼〇 AI ᮦᆍौӰᢃฯޱ᯦⭕ᘷⲺሯㆌᔰ䇤 ................................................................ 45 жȽሯ䲘ṗⲺᔰ䇤φԛ޻⏫ᔰ䇴ѰṮᗹθᇔ⧦Ԅ⸛䇼Ֆᦾࡦ㜳࣑ງ䙖Ⲻ഑ཝॽ㓝 ................ 45 ӂȽሯԷѐⲺᔰ䇤φԛࢃ㖤Ӱᢃᣋ䍺ѰṮᗹθᇔ⧦Ԅ㻡ࣞᤑ㚎ࡦѱࣞާᔰⲺ䀈㢨䖢਎ ........ 49 п