2025骞存繁鍦抽啱(y墨)鐧侫I鑸囨暩(sh霉)瀛楀仴搴蜂汉鎵嶅競鍫�(ch菐ng)鍫�(b脿o)鍛�
鐧�(f膩)甯冩檪(sh铆)闁擄細2025-10-28
灏�(d菐o)瑾�(y菙)
闅ㄨ憲浜哄伐鏅鸿兘銆佸ぇ鏁�(sh霉)鎿�(j霉)銆佷簯瑷�(j矛)绠楃瓑鏂颁竴浠ｄ俊鎭妧琛�(sh霉)鐨勮繀鐚涚櫦(f膩)灞�锛岄啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴锋寮曢牁(l菒ng)閱�(y墨)鐧傚仴搴风敘(ch菐n)妤�(y猫)閫�(j矛n)鍏ユ櫤鑳藉寲銆佸��(g猫)鎬у寲銆佺簿婧�(zh菙n)鍖栫櫦(f膩)灞曠殑鏂伴殠娈点�傛繁鍦充綔鐐轰腑鍦�(gu贸)鐨勭鎶�鍓�(chu脿ng)鏂伴珮鍦�锛屾啈鍊熷叾鍦ㄩ浕瀛愪俊鎭�佷汉宸ユ櫤鑳�銆佷簰鑱�(li谩n)缍�(w菐ng)绛夐牁(l菒ng)鍩熺殑鐢�(ch菐n)妤�(y猫)鍎�(y艒u)鍕�(sh矛)锛屾鍔犻�熸墦閫犲叏鐞冮啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴峰壍(chu脿ng)鏂颁腑蹇�銆傚皻璩㈤仈(d谩)鐛甸牠閫氶亷(gu貌)灏�(du矛)2025骞存繁鍦抽啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴风敘(ch菐n)妤�(y猫)鐧�(f膩)灞曠殑娣卞害鍒嗘瀽锛岀祼(ji茅)鍚堜紒妤�(y猫)鎷涜仒闇�姹傜殑瀵�(sh铆)鍦拌(di脿o)鐮旓紝鐧�(f膩)甯冩湰鍫�(b脿o)鍛�锛屾棬鍦ㄧ偤琛屾キ(y猫)浼佹キ(y猫)鎻愪緵鍓嶇灮鎬т汉鎵嶆埌(zh脿n)鐣ュ弮鑰�锛屽姪鍔涗紒妤�(y猫)鍦ㄩ啱(y墨)鐧傜鎶�璁婇潻娴疆涓磸寰楀厛姗�(j墨)銆�
涓�銆佹繁鍦抽啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴风敘(ch菐n)妤�(y猫)鐧�(f膩)灞曠従(xi脿n)鐙�鑸囪定鍕�(sh矛)
1.1 鐢�(ch菐n)妤�(y猫)鐧�(f膩)灞曠従(xi脿n)鐙�
•鐢�(ch菐n)妤�(y猫)瑕�(gu墨)妯℃寔绾�(x霉)鎿�(ku貌)澶�锛�2024骞存繁鍦抽啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴风敘(ch菐n)妤�(y猫)瑕�(gu墨)妯＄獊鐮�800鍎勫厓锛屽勾澧為暦(zh菐ng)鐜囪秴閬�(gu貌)35%
•鐢�(ch菐n)妤�(y猫)閺堟棩瓒ㄥ畬鍠�锛氬舰鎴愬緸AI绠楁硶銆佸ぇ鏁�(sh霉)鎿�(j霉)骞宠嚭(t谩i)鍒版噳(y墨ng)鐢ㄦ湇鍕�(w霉)鐨勫畬鏁寸敘(ch菐n)妤�(y猫)閺�
•鎳�(y墨ng)鐢ㄥ牬(ch菐ng)鏅鍏冨寲锛氬緸閱�(y墨)瀛�(xu茅)褰卞儚銆佽紨鍔╄ê鏂峰埌鍋ュ悍绠＄悊銆佹參鐥呯鐞嗙瓑澶氬牬(ch菐ng)鏅苟琛岀櫦(f膩)灞�
•鍓�(chu脿ng)鏂扮敓鎱�(t脿i)娲昏簫锛氭秾鐝�(xi脿n)鍑轰竴鎵归啱(y墨)鐧�AI鐛�(d煤)瑙掔嵏浼佹キ(y猫)锛屽舰鎴�"澶т腑灏忎紒妤�(y猫)铻嶉��"鐨勫壍(chu脿ng)鏂扮敓鎱�(t脿i)
1.2 2025骞寸櫦(f膩)灞曡定鍕�(sh矛)
•澶фā鍨嬭垏閱�(y墨)鐧傛繁搴﹁瀺鍚�锛氶啱(y墨)鐧傚ぇ妯″瀷鍦ㄨ紨鍔╄ê鏂枫�佽棩鐗╃爺鐧�(f膩)銆佸仴搴风鐞嗙瓑闋�(l菒ng)鍩熻(gu墨)?锛涚槯?y墨ng)鐢�
•鏁�(sh霉)鎿�(j霉)椹�(q奴)鍕�(d貌ng)鎴愮偤鏍稿績绔�(j矛ng)鐖�(zh膿ng)鍔�锛氶�氶亷(gu貌)閱�(y墨)鐧傚ぇ鏁�(sh霉)鎿�(j霉)鍒嗘瀽鍎�(y艒u)鍖栬嚚搴婃焙绛栬垏閬�(y霉n)鐕�(y铆ng)鏁堢巼锛屾暩(sh霉)鎿�(j霉)鍍�(ji脿)鍊煎嚫椤�
•"AI+閱�(y墨)鐧�"寰炲柈榛�(di菐n)鍚戝叏閺堟寤朵几锛氬緸瑷烘柗鍚戦爯(y霉)闃�銆佹不鐧�銆佸悍寰�(f霉)鍏ㄦ祦绋嬫徊閫�
•璺ㄥ(xu茅)绉戣瀺鍚堝姞閫�锛氶啱(y墨)瀛�(xu茅)鑸�AI銆佸ぇ鏁�(sh霉)鎿�(j霉)銆佺墿鑱�(li谩n)缍�(w菐ng)绛夊墠娌挎妧琛�(sh霉)娣卞害铻嶅悎锛屽壍(chu脿ng)鏂伴倞鐣屼笉鏂锋嫇灞�
1.3 娣卞湷鐢�(ch菐n)妤�(y猫)闆嗚仛鐗归粸(di菐n)
•鍗楀北绉戞妧鍦掕仛闆嗕簡閱�(y墨)鐧�AI绠楁硶鑸囧钩鑷�(t谩i)鐮旂櫦(f膩)绺介儴
•榫嶈彲銆佸瀹夊湴鍗�(q奴)褰㈡垚浜嗛啱(y墨)鐧�AI纭欢鑸囨暩(sh霉)鎿�(j霉)鏈嶅嫏(w霉)鐨勭敘(ch菐n)妤�(y猫)闆嗙兢
•鍓嶆捣銆佺鐢扮墖鍗�(q奴)鑱氱劍鏁�(sh霉)瀛楀仴搴锋噳(y墨ng)鐢ㄨ垏鏈嶅嫏(w霉)鍓�(chu脿ng)鏂�
•鍚勫ぇ閱�(y墨)鐧傛(j墨)妲�(g貌u)銆侀珮鏍�銆佺鎶�浼佹キ(y猫)鍦ㄦ繁鍦宠ō(sh猫)绔嬭伅(li谩n)鍚堢爺鐧�(f膩)涓績
浜�銆�2025骞撮啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴风敘(ch菐n)妤�(y猫)浜烘墠闇�姹傚垎鏋�
2.1 鎶�琛�(sh霉)鐮旂櫦(f膩)椤�(l猫i)楂樼宕椾綅
2.1.1 閱�(y墨)鐧�AI棣栧腑绉戝(xu茅)瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�80-150K/鏈堬紙鑲℃瑠(qu谩n)婵�鍕�(l矛)鍙﹁▓(j矛)锛�
•鏍稿績瑕佹眰锛�
•瑷�(j矛)绠楁(j墨)绉戝(xu茅)銆佷汉宸ユ櫤鑳芥垨鐩搁棞(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛屽崥澹(xu茅)姝峰劒(y艒u)鍏�
•10骞翠互涓�AI绠楁硶鐮旂櫦(f膩)缍�(j墨ng)椹�(y脿n)锛�5骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氭繁搴﹀(xu茅)缈�(x铆)銆佽嚜鐒惰獮(y菙)瑷�铏曠悊銆佽▓(j矛)绠楁(j墨)瑕栬(ju茅)绛�AI鎶�琛�(sh霉)
•鍏锋湁閱�(y墨)鐧�AI鐢�(ch菐n)鍝佸緸绠楁硶鍒版噳(y墨ng)鐢ㄧ殑鍏ㄦ祦绋嬭惤鍦扮稉(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧�AI鏄妧琛�(sh霉)瀵嗛泦鍨嬮牁(l菒ng)鍩�锛岄甯瀛�(xu茅)瀹舵槸鏍稿績鎶�琛�(sh霉)寮曢牁(l菒ng)鑰�
•闇�瑕佸悓鏅�(sh铆)鎺屾彙AI鎶�琛�(sh霉)鑸囬啱(y墨)瀛�(xu茅)灏�(zhu膩n)妤�(y猫)鐭ヨ瓨(sh铆)鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁鍦�(gu贸)闅涢啱(y墨)鐧�AI鐮旂櫦(f膩)缍�(j墨ng)椹�(y脿n)鐨勭瀛�(xu茅)瀹舵サ鐐虹█缂�
2.1.2 閱�(y墨)瀛�(xu茅)褰卞儚AI绠楁硶灏�(zhu膩n)瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�50-100K/鏈�
•鏍稿績瑕佹眰锛�
•瑷�(j矛)绠楁(j墨)瑕栬(ju茅)銆侀啱(y墨)瀛�(xu茅)褰卞儚鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝�
•5浠ヤ笂閱�(y墨)瀛�(xu茅)褰卞儚AI绠楁硶鐮旂櫦(f膩)缍�(j墨ng)椹�(y脿n)
•绮鹃�氭繁搴﹀(xu茅)缈�(x铆)鍦ㄩ啱(y墨)瀛�(xu茅)褰卞儚鍒嗘瀽涓殑鎳�(y墨ng)鐢�
•鍏锋湁CT銆�MRI銆佺梾鐞嗙瓑閱�(y墨)瀛�(xu茅)褰卞儚AI妯″瀷闁�(k膩i)鐧�(f膩)缍�(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•閱�(y墨)瀛�(xu茅)褰卞儚鏄啱(y墨)鐧�AI鎳�(y墨ng)鐢ㄦ渶鎴愮啛鐨勯牁(l菒ng)鍩�锛屾妧琛�(sh霉)闁�(m茅n)妾婚珮
•闇�瑕佸悓鏅�(sh铆)鎺屾彙瑷�(j矛)绠楁(j墨)瑕栬(ju茅)鑸囬啱(y墨)瀛�(xu茅)褰卞儚鐭ヨ瓨(sh铆)鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁鑷ㄥ簥椹�(y脿n)璀夌稉(j墨ng)椹�(y脿n)鐨勯啱(y墨)瀛�(xu茅)褰卞儚AI灏�(zhu膩n)瀹剁█缂�
2.1.3 閱�(y墨)鐧傚ぇ鏁�(sh霉)鎿�(j霉)绉戝(xu茅)瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�45-90K/鏈�
•鏍稿績瑕佹眰锛�
•鏁�(sh霉)鎿�(j霉)绉戝(xu茅)銆佺当(t菕ng)瑷�(j矛)瀛�(xu茅)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝�
•5骞翠互涓婂ぇ鏁�(sh霉)鎿�(j霉)鍒嗘瀽鑸囧缓妯＄稉(j墨ng)椹�(y脿n)
•鐔熸倝閱�(y墨)鐧傛暩(sh霉)鎿�(j霉)铏曠悊銆佸垎鏋愯垏鎸栨帢鏂规硶
•鍏锋湁閱�(y墨)鐧�AI鎴栧仴搴峰ぇ鏁�(sh霉)鎿�(j霉)鍒嗘瀽闋�(xi脿ng)鐩稉(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•澶ф暩(sh霉)鎿�(j霉)鏄啱(y墨)鐧�AI鐨勬牳蹇冭硣鐢�(ch菐n)锛屾暩(sh霉)鎿�(j霉)绉戝(xu茅)瀹舵槸闂�(gu膩n)閸典汉鎵�
•闇�瑕佸悓鏅�(sh铆)鎺屾彙澶ф暩(sh霉)鎿�(j霉)鎶�琛�(sh霉)鑸囬啱(y墨)鐧傞牁(l菒ng)鍩熺煡璀�(sh铆)鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁閱�(y墨)鐧傚悎瑕�(gu墨)鏁�(sh霉)鎿�(j霉)铏曠悊缍�(j墨ng)椹�(y脿n)鐨勬暩(sh霉)鎿�(j霉)绉戝(xu茅)瀹剁█缂�
2.1.4 閱�(y墨)鐧傚ぇ妯″瀷绠楁硶宸ョ▼甯�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�45-90K/鏈�
•鏍稿績瑕佹眰锛�
•鑷劧瑾�(y菙)瑷�铏曠悊銆佷汉宸ユ櫤鑳芥垨鐩搁棞(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝�
•3骞翠互涓婂ぇ妯″瀷鐮旂櫦(f膩)鑸囨噳(y墨ng)鐢ㄧ稉(j墨ng)椹�(y脿n)
•鐔熸倝Transformer鏋舵(g貌u)鍙婂ぇ妯″瀷瑷�(x霉n)绶�銆佸劒(y艒u)鍖栨妧琛�(sh霉)
•鍏锋湁閱�(y墨)鐧傚瀭鐩撮牁(l菒ng)鍩熷ぇ妯″瀷闁�(k膩i)鐧�(f膩)缍�(j墨ng)椹�(y脿n)鑰呭劒(y艒u)鍏�
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧傚ぇ妯″瀷鏄�2025骞存柊鑸堢啽闁�(m茅n)鏂瑰悜锛屾妧琛�(sh霉)闁�(m茅n)妾婚珮
•闇�瑕佸悓鏅�(sh铆)鎺屾彙NLP鎶�琛�(sh霉)鑸囬啱(y墨)瀛�(xu茅)灏�(zhu膩n)妤�(y猫)鐭ヨ瓨(sh铆)鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁閱�(y墨)鐧傚ぇ妯″瀷瀵�(sh铆)闅涢爡(xi脿ng)鐩稉(j墨ng)椹�(y脿n)鐨勫伐绋嬪斧绋�缂�
2.2 鐢�(ch菐n)鍝佽垏瑙ｆ焙鏂规椤�(l猫i)楂樼宕椾綅
2.2.1 閱�(y墨)鐧�AI鐢�(ch菐n)鍝佺附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�50-100K/鏈堬紙绺�(j墨)鏁堝彟瑷�(j矛)锛�
•鏍稿績瑕佹眰锛�
•瑷�(j矛)绠楁(j墨)銆侀啱(y墨)瀛�(xu茅)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛�MBA鍎�(y艒u)鍏�
•10骞翠互涓婇啱(y墨)鐧�AI鎴栨暩(sh霉)瀛楀仴搴风敘(ch菐n)鍝佺稉(j墨ng)椹�(y脿n)
•鐔熸倝閱�(y墨)鐧�AI鐢�(ch菐n)鍝佸叏鐢熷懡鍛ㄦ湡绠＄悊
•鍏锋湁寰�0鍒�1閱�(y墨)鐧�AI鐢�(ch菐n)鍝佽惤鍦扮稉(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧�AI鐢�(ch菐n)鍝佹槸閫ｆ帴鎶�琛�(sh霉)鑸囪嚚搴婄殑闂�(gu膩n)閸�锛屽皥(zhu膩n)妤�(y猫)瑕佹眰楂�
•闇�瑕佸悓鏅�(sh铆)鎳�AI鎶�琛�(sh霉)鑸囬啱(y墨)鐧傛キ(y猫)鍕�(w霉)鐨勭敘(ch菐n)鍝佹�濈董
•鍏锋湁鎴愬姛閱�(y墨)鐧�AI鐢�(ch菐n)鍝佹渚嬬殑鐢�(ch菐n)鍝佺附鐩�(ji膩n)绋�缂�
2.2.2 閱�(y墨)鐧傝В姹烘柟妗堢附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�45-90K/鏈堬紙绺�(j墨)鏁堝彟瑷�(j矛)锛�
•鏍稿績瑕佹眰锛�
•閱�(y墨)瀛�(xu茅)銆佷俊鎭妧琛�(sh霉)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛�MBA鍎�(y艒u)鍏�
•8骞翠互涓婇啱(y墨)鐧備俊鎭寲鎴栬В姹烘柟妗堢稉(j墨ng)椹�(y脿n)
•鐔熸倝閱�(y墨)鐧傛(j墨)妲�(g貌u)妤�(y猫)鍕�(w霉)娴佺▼鑸囬渶姹�
•鍏锋湁澶у瀷閱�(y墨)鐧�AI瑙ｆ焙鏂规瑕�(gu墨)鍔冭垏瀵�(sh铆)鏂界稉(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•瑙ｆ焙鏂规鑳藉姏鏄啱(y墨)鐧�AI鍟嗘キ(y猫)鍖栫殑闂�(gu膩n)閸�锛屽皥(zhu膩n)妤�(y猫)瑕佹眰楂�
•闇�瑕佸悓鏅�(sh铆)鎳傞啱(y墨)鐧傛キ(y猫)鍕�(w霉)鑸�AI鎶�琛�(sh霉)鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁閱�(y墨)闄㈣硣婧愯垏闋�(xi脿ng)鐩稉(j墨ng)椹�(y脿n)鐨勮В姹烘柟妗堢附鐩�(ji膩n)绋�缂�
2.2.3 鑷ㄥ簥閱�(y墨)瀛�(xu茅)灏�(zhu膩n)瀹讹紙AI鏂瑰悜锛�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�40-80K/鏈�
•鏍稿績瑕佹眰锛�
•鑷ㄥ簥閱�(y墨)瀛�(xu茅)鑳屾櫙锛屽叿鏈夌浉闂�(gu膩n)灏�(zhu膩n)绉戝壇涓讳换閱�(y墨)甯強浠ヤ笂鑱风ū(ch膿ng)
•5骞翠互涓婅嚚搴婄稉(j墨ng)椹�(y脿n)锛岀啛鎮�AI鍦ㄩ啱(y墨)鐧傞牁(l菒ng)鍩熺殑鎳�(y墨ng)鐢�
•鍏锋湁AI鐢�(ch菐n)鍝佽嚚搴婇(y脿n)璀夎垏瑭�(p铆ng)浼扮稉(j墨ng)椹�(y脿n)
•浜嗚В鑷ㄥ簥闇�姹�锛岃兘鍙冭垏鐢�(ch菐n)鍝佽ō(sh猫)瑷�(j矛)
•绶婄己鍘熷洜锛�
•鑷ㄥ簥閱�(y墨)瀛�(xu茅)灏�(zhu膩n)瀹舵槸AI鐢�(ch菐n)鍝佽垏鑷ㄥ簥鎳�(y墨ng)鐢ㄤ箣闁撶殑姗嬫
•闇�瑕佸悓鏅�(sh铆)鍏峰倷鑷ㄥ簥灏�(zhu膩n)妤�(y猫)鑳屾櫙鑸�AI鐞嗚В鑳藉姏鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁AI鑷ㄥ簥椹�(y脿n)璀夌稉(j墨ng)椹�(y脿n)鐨勯啱(y墨)瀛�(xu茅)灏�(zhu膩n)瀹剁█缂�
2.3 鏁�(sh霉)鎿�(j霉)鑸囧悎瑕�(gu墨)椤�(l猫i)楂樼宕椾綅
2.3.1 閱�(y墨)鐧傛暩(sh霉)鎿�(j霉)娌荤悊绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�45-90K/鏈�
•鏍稿績瑕佹眰锛�
•淇℃伅绠＄悊銆佹暩(sh霉)鎿�(j霉)绉戝(xu茅)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝�
•8骞翠互涓婇啱(y墨)鐧傛暩(sh霉)鎿�(j霉)娌荤悊鑸囧悎瑕�(gu墨)缍�(j墨ng)椹�(y脿n)
•鐔熸倝閱�(y墨)鐧傛暩(sh霉)鎿�(j霉)妯�(bi膩o)婧�(zh菙n)鑸囬毐绉佷繚璀�(h霉)娉曡(gu墨)
•鍏锋湁閱�(y墨)鐧傚ぇ鏁�(sh霉)鎿�(j霉)骞宠嚭(t谩i)寤鸿ō(sh猫)鑸囩鐞嗙稉(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧傛暩(sh霉)鎿�(j霉)娌荤悊鏄�AI鎳�(y墨ng)鐢ㄧ殑鍩虹(ch菙)锛屽皥(zhu膩n)妤�(y猫)瑕佹眰楂�
•闇�瑕佸悓鏅�(sh铆)鎺屾彙鏁�(sh霉)鎿�(j霉)娌荤悊鎶�琛�(sh霉)鑸囬啱(y墨)鐧傚悎瑕�(gu墨)瑕佹眰鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁閱�(y墨)鐧傛暩(sh霉)鎿�(j霉)鍚堣(gu墨)缍�(j墨ng)椹�(y脿n)鐨勭附鐩�(ji膩n)绋�缂�
2.3.2 閱�(y墨)鐧�AI鍚堣(gu墨)绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�45-90K/鏈�
•鏍稿績瑕佹眰锛�
•娉曞(xu茅)銆侀啱(y墨)瀛�(xu茅)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝�
•8骞翠互涓婇啱(y墨)鐧�AI鎴栭啱(y墨)鐧傚櫒姊板悎瑕�(gu墨)缍�(j墨ng)椹�(y脿n)
•鐔熸倝NMPA銆�FDA绛�AI閱�(y墨)鐧傚櫒姊扮洠(ji膩n)绠¤姹�
•鍏锋湁AI鐢�(ch菐n)鍝佹敞鍐�(c猫)鑸囪嚚搴婅⿻(p铆ng)鍍�(ji脿)缍�(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧�AI鍚堣(gu墨)鏄敘(ch菐n)鍝佷笂甯傜殑闂�(gu膩n)閸�锛屽皥(zhu膩n)妤�(y猫)鎬у挤(qi谩ng)
•闇�瑕佸悓鏅�(sh铆)鎳傞啱(y墨)鐧�AI鎶�琛�(sh霉)鑸囨硶瑕�(gu墨)鏀跨瓥鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁鍦�(gu贸)闅�AI鍚堣(gu墨)缍�(j墨ng)椹�(y脿n)鐨勭附鐩�(ji膩n)绋�缂�
2.3.3 閱�(y墨)鐧備俊鎭畨鍏ㄥ皥(zhu膩n)瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�40-80K/鏈�
•鏍稿績瑕佹眰锛�
•缍�(w菐ng)绲�(lu貌)瀹夊叏銆佽▓(j矛)绠楁(j墨)绉戝(xu茅)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝�
•5骞翠互涓婁俊鎭畨鍏ㄧ稉(j墨ng)椹�(y脿n)锛岀啛鎮夐啱(y墨)鐧傛暩(sh霉)鎿�(j霉)瀹夊叏瑕佹眰
•鍏锋湁閱�(y墨)鐧備俊鎭畨鍏ㄩ槻璀�(h霉)鑸囬ⅷ(f膿ng)闅�(xi菐n)瑭�(p铆ng)浼扮稉(j墨ng)椹�(y脿n)
•浜嗚В閱�(y墨)鐧傝妤�(y猫)闅辩淇濊(h霉)娉曡(gu墨)
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧備俊鎭畨鍏ㄧ洿鎺ラ棞(gu膩n)绯诲埌鎮ｈ�呴毐绉�锛岄噸瑕佹�у嚫椤�
•闇�瑕佸悓鏅�(sh铆)鎺屾彙IT瀹夊叏鑸囬啱(y墨)鐧傜壒鎬х殑寰�(f霉)鍚堝瀷浜烘墠
•鍏锋湁閱�(y墨)鐧備俊鎭畨鍏ㄥ(sh铆)鎴�(zh脿n)缍�(j墨ng)椹�(y脿n)鐨勪汉鎵嶇█缂�
2.4 鍟嗘キ(y猫)鍖栬垏閬�(y霉n)鐕�(y铆ng)椤�(l猫i)楂樼宕椾綅
2.4.1 閱�(y墨)鐧�AI鍟嗘キ(y猫)鍖栫附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�45-90K/鏈堬紙绺�(j墨)鏁堝彟瑷�(j矛)锛�
•鏍稿績瑕佹眰锛�
•鍟嗘キ(y猫)绠＄悊銆佸競鍫�(ch菐ng)鐕�(y铆ng)閵�(xi膩o)鎴栫浉闂�(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛�MBA鍎�(y艒u)鍏�
•8骞翠互涓婇啱(y墨)鐧�AI鎴栨暩(sh霉)瀛楀仴搴峰晢妤�(y猫)鍖栫稉(j墨ng)椹�(y脿n)
•鐔熸倝閱�(y墨)鐧�AI鍟嗘キ(y猫)妯″紡鑸囪畩鐝�(xi脿n)璺緫
•鍏锋湁閱�(y墨)闄㈡笭閬撹硣婧愯垏鍟嗘キ(y猫)璜囧垽鑳藉姏
•绶婄己鍘熷洜锛�
•閱�(y墨)鐧�AI鍟嗘キ(y猫)鍖栬矾寰戜笉鏄庣⒑锛屽晢妤�(y猫)鍓�(chu脿ng)鏂拌兘鍔涙垚鐐洪棞(gu膩n)閸�
•闇�瑕佸悓鏅�(sh铆)鎳傞啱(y墨)鐧�AI鑸囧晢妤�(y猫)妯″紡鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁閱�(y墨)鐧�AI鍟嗘キ(y猫)鍖栨垚鍔熺稉(j墨ng)椹�(y脿n)鐨勭附鐩�(ji膩n)绋�缂�
2.4.2 鏁�(sh霉)瀛楀仴搴烽亱(y霉n)鐕�(y铆ng)绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•钖硣鑼冨湇锛�40-80K/鏈堬紙绺�(j墨)鏁堝彟瑷�(j矛)锛�
•鏍稿績瑕佹眰锛�
•閬�(y霉n)鐕�(y铆ng)绠＄悊銆佸仴搴风鐞嗘垨鐩搁棞(gu膩n)灏�(zhu膩n)妤�(y猫)鑳屾櫙锛�MBA鍎�(y艒u)鍏�
•8骞翠互涓婃暩(sh霉)瀛楀仴搴锋垨浜掕伅(li谩n)缍�(w菐ng)閱�(y墨)鐧傞亱(y霉n)鐕�(y铆ng)缍�(j墨ng)椹�(y脿n)
•鐔熸倝鐢ㄦ埗澧為暦(zh菐ng)銆佺暀瀛樿垏鍟嗘キ(y猫)鍖栭亱(y霉n)鐕�(y铆ng)鏂规硶
•鍏锋湁鏁�(sh霉)瀛楀仴搴峰钩鑷�(t谩i)閬�(y霉n)鐕�(y铆ng)绠＄悊缍�(j墨ng)椹�(y脿n)
•绶婄己鍘熷洜锛�
•鏁�(sh霉)瀛楀仴搴烽亱(y霉n)鐕�(y铆ng)鏄敘(ch菐n)鍝佸児(ji脿)鍊煎(sh铆)鐝�(xi脿n)鐨勯棞(gu膩n)閸�锛屽皥(zhu膩n)妤�(y猫)瑕佹眰楂�
•闇�瑕佸悓鏅�(sh铆)鎳傞啱(y墨)鐧傛キ(y猫)鍕�(w霉)鑸囦簰鑱�(li谩n)缍�(w菐ng)閬�(y霉n)鐕�(y铆ng)鐨勫京(f霉)鍚堝瀷浜烘墠
•鍏锋湁鏁�(sh霉)瀛楀仴搴峰钩鑷�(t谩i)閬�(y霉n)鐕�(y铆ng)缍�(j墨ng)椹�(y脿n)鐨勭附鐩�(ji膩n)绋�缂�
涓夈�佷汉鎵嶇(j矛ng)鐖�(zh膿ng)鎱�(t脿i)鍕�(sh矛)鑸囪柂閰定鍕�(sh矛)
3.1 浜烘墠绔�(j矛ng)鐖�(zh膿ng)鐔遍粸(di菐n)
•璺ㄧ晫浜烘墠鐖�(zh膿ng)濂姞鍔�锛�IT銆�AI銆佷簰鑱�(li谩n)缍�(w菐ng)绛夎妤�(y猫)浜烘墠鍚戦啱(y墨)鐧�AI闋�(l菒ng)鍩熸祦鍕�(d貌ng)鍔犻��
•楂樼浜烘墠鐖�(zh膿ng)濂櫧鐔卞寲锛氶甯瀛�(xu茅)瀹躲�佺敘(ch菐n)鍝佺附鐩�(ji膩n)绛夋牳蹇冨礂浣嶅勾钖櫨钀�(w脿n)+鑲℃瑠(qu谩n)婵�鍕�(l矛)鎴愮偤甯告厠(t脿i)
•寰�(f霉)鍚堝瀷浜烘墠鍍�(ji脿)鍊煎嚫椤�锛�"AI+閱�(y墨)瀛�(xu茅)"銆�"鎶�琛�(sh霉)+鑷ㄥ簥"銆�"鏁�(sh霉)鎿�(j霉)+鍚堣(gu墨)"绛夊京(f霉)鍚堝瀷浜烘墠鍌欏彈闈掔潪
•鍦�(gu贸)闅涘寲浜烘墠绋�缂�锛氬叿鏈夋捣澶栭啱(y墨)鐧�AI浼佹キ(y猫)宸ヤ綔鑳屾櫙鐨勪汉鎵嶆垚鐐轰紒妤�(y猫)鐖�(zh膿ng)濂劍榛�(di菐n)
3.2 钖叕瓒ㄥ嫝(sh矛)鍒嗘瀽
•鏁撮珨钖叕姘村钩鎸佺簩(x霉)涓婂崌锛�2025骞撮啱(y墨)鐧�AI鐢�(ch菐n)妤�(y猫)楂樼浜烘墠钖叕闋�(y霉)瑷�(j矛)澧為暦(zh菐ng)20-30%
•鑲℃瑠(qu谩n)婵�鍕�(l矛)鎴愮偤妯�(bi膩o)閰�锛氭牳蹇冨礂浣嶆櫘閬嶈ō(sh猫)缃偂娆�(qu谩n)婵�鍕�(l矛)锛岄暦(zh菐ng)鏈熸縺鍕�(l矛)鍗犳瘮鎻愰珮鑷�35%浠ヤ笂
•宸暟鍖栬柂閰瓥鐣ラ’鐝�(xi脿n)锛氭牴鎿�(j霉)鎶�琛�(sh霉)绋�缂哄害鑸囧礂浣嶅児(ji脿)鍊煎(sh铆)鏂藉樊鐣板寲钖叕锛岄啱(y墨)鐧傚ぇ妯″瀷绛夊墠娌块牁(l菒ng)鍩熻柂閰孩鍍�(ji脿)鏄庨’
•绂忓埄楂旂郴澶氬厓鍖�锛氶櫎鍩烘湰钖叕澶�锛岄爡(xi脿ng)鐩崕(ji菐ng)閲�銆佷汉鎵嶈(b菙)璨�銆佷綇鎴胯(b菙)璨�銆佸仴搴蜂繚闅滅瓑鎴愮偤閲嶈绲勬垚閮ㄥ垎
3.3 浜烘墠娴佸嫊(d貌ng)鐗归粸(di菐n)
•寰炰簰鑱�(li谩n)缍�(w菐ng)鍚戦啱(y墨)鐧�AI娴佸嫊(d貌ng)锛氫簰鑱�(li谩n)缍�(w菐ng)浼佹キ(y猫)浜烘墠鍚戦啱(y墨)鐧�AI闋�(l菒ng)鍩熻綁(zhu菐n)绉�锛屽皨姹傛柊鐨勫闀�(zh菐ng)榛�(di菐n)
•寰炲璩囦紒妤�(y猫)鍚戞湰鍦熶紒妤�(y猫)娴佸嫊(d貌ng)锛氶毃钁楁湰鍦熼啱(y墨)鐧�AI浼佹キ(y猫)宕涜捣锛屽璩囦紒妤�(y猫)浜烘墠鍥炴祦瓒ㄥ嫝(sh矛)鏄庨’
•寰炰紒妤�(y猫)鍚戠敘(ch菐n)瀛�(xu茅)鐮旀祦鍕�(d貌ng)锛氶儴鍒嗛珮绔汉鎵嶈綁(zhu菐n)鍚戦珮鏍�銆佺鐮旈櫌鎵�寰炰簨鍓嶆部鎶�琛�(sh霉)鐮旂┒
•寰炴繁鍦冲悜鍏朵粬鍩庡競娴佸嫊(d貌ng)锛氶毃钁楀寳浜�銆佷笂娴风瓑鍦伴啱(y墨)鐧�AI鐢�(ch菐n)妤�(y猫)甯冨眬锛屼汉鎵嶅垎甯冩洿鍔犲鍏冨寲
鍥涖�佷紒妤�(y猫)浜烘墠鎴�(zh脿n)鐣ュ缓璀�
4.1 浜烘墠鐛插彇绛栫暐
•绮炬簴(zh菙n)瀹氫綅楂樼浜烘墠锛氭槑纰烘牳蹇冨礂浣嶈兘鍔涙ā鍨�锛岀壒鍒ラ棞(gu膩n)娉ㄨ法瀛�(xu茅)绉戣儗鏅垏瀵�(sh铆)鎴�(zh脿n)缍�(j墨ng)椹�(y脿n)
•妲�(g貌u)寤哄鍏冨寲鎷涜仒娓犻亾锛氱祼(ji茅)鍚堢嵉闋悎浣�銆佸収(n猫i)閮ㄦ帹钖�銆佽妤�(y猫)鎷涜仒鏈�(hu矛)銆佸(xu茅)琛�(sh霉)鏈�(hu矛)璀扮瓑澶氭笭閬撴嫑鑱�
•鎵撻�犲樊鐣板寲闆囦富鍝佺墝锛氱獊鍑烘妧琛�(sh霉)鍓嶆部鎬ц垏閱�(y墨)鐧傚児(ji脿)鍊硷紝鎻愬崌楂樼浜烘墠鍚稿紩鍔�
•瀵�(sh铆)鏂�"闈跺悜寮曟墠"瑷�(j矛)鍔�锛氶嚌灏�(du矛)绋�缂洪珮绔汉鎵�锛岄噰鍙�"涓�浜轰竴绛�"鐨勫畾鍒跺寲寮曢��(j矛n)鏂规
4.2 浜烘墠鍩归(y菐ng)绛栫暐
•寤虹珛鍒嗗堡鍒嗛(l猫i)鍩归(y菐ng)楂旂郴锛氶嚌灏�(du矛)涓嶅悓鎶�琛�(sh霉)闋�(l菒ng)鍩�銆佷笉鍚屽堡绱�(j铆)浜烘墠瑷�(sh猫)瑷�(j矛)宸暟鍖栧煿椁�(y菐ng)璺緫
•鎺ㄩ��(j矛n)"灏�(d菐o)甯埗"鑸�"闋�(xi脿ng)鐩埗"鍩归(y菐ng)锛氶�氶亷(gu貌)瀵�(sh铆)鎴�(zh脿n)闋�(xi脿ng)鐩姞閫熶汉鎵嶆垚闀�(zh菐ng)锛岀壒鍒ユ槸闈掑勾绉戝(xu茅)瀹�
•鍔犲挤(qi谩ng)鐢�(ch菐n)瀛�(xu茅)鐮斿悎浣�锛氳垏楂樻牎銆侀啱(y墨)闄㈠叡寤哄(sh铆)椹�(y脿n)瀹�锛岃伅(li谩n)鍚堝煿椁�(y菐ng)閱�(y墨)鐧�AI寰�(f霉)鍚堝瀷浜烘墠
•妲�(g貌u)寤虹煡璀�(sh铆)鍏变韩骞宠嚭(t谩i)锛氫績閫�(j矛n)鍏�(n猫i)閮ㄧ煡璀�(sh铆)浜ゆ祦鑸囩稉(j墨ng)椹�(y脿n)鍌虫壙锛屽缓绔嬮啱(y墨)鐧�AI绀惧崁(q奴)鑸囨渶浣冲(sh铆)韪愬韩(k霉)
4.3 浜烘墠淇濈暀绛栫暐
•妲�(g貌u)寤洪暦(zh菐ng)鏈熸縺鍕�(l矛)姗�(j墨)鍒�锛氳ō(sh猫)缃偂娆�(qu谩n)銆佹湡娆�(qu谩n)绛夐暦(zh菐ng)鏈熸縺鍕�(l矛)锛岀秮瀹氭牳蹇冧汉鎵嶈垏浼佹キ(y猫)闀�(zh菐ng)鏈熺櫦(f膩)灞�
•瑷�(sh猫)瑷�(j矛)澶氬厓鍖栬伔妤�(y猫)鐧�(f膩)灞曢�氶亾锛氬缓绔�"鎶�琛�(sh霉)+绠＄悊"闆欓�氶亾鐧�(f膩)灞曡矾寰�锛屾豢瓒充笉鍚屼汉鎵嶉渶姹�
•鐕�(y铆ng)閫犲壍(chu脿ng)鏂版枃鍖栨皼鍦�锛氭彁渚涘厖瓒崇殑鐮旂櫦(f膩)璩囨簮鑸囪嚜涓绘焙绛栨瑠(qu谩n)锛岄紦鍕�(l矛)绠楁硶鍓�(chu脿ng)鏂拌垏鑷ㄥ簥杞�(zhu菐n)鍖�
•闂�(gu膩n)娉ㄤ汉鎵嶅��(g猫)鎬у寲闇�姹�锛氶嚌灏�(du矛)楂樼浜烘墠鐗归粸(di菐n)锛屾彁渚涘��(g猫)鎬у寲鐨勫伐浣滆垏鐧�(f膩)灞曠挵(hu谩n)澧�
4.4 绲勭箶鑳藉姏寤鸿ō(sh猫)
•妲�(g貌u)寤烘晱鎹峰瀷绲勭箶锛氶噰鐢ㄩ爡(xi脿ng)鐩埗鍦�(tu谩n)闅�(du矛)锛屾彁楂樼爺鐧�(f膩)闈堟椿鎬ц垏鍓�(chu脿ng)鏂拌兘鍔�
•寮�(qi谩ng)鍖栬法閮ㄩ杸(m茅n)鍗�(xi茅)浣�锛氭墦鐮寸畻娉�銆佺敘(ch菐n)鍝併�佽嚚搴�銆佸悎瑕�(gu墨)绛夐儴闁�(m茅n)澹佸锛屽舰鎴愰珮鏁堝崝(xi茅)鍚屾(j墨)鍒�
•瀹屽杽鐭ヨ瓨(sh铆)鐢�(ch菐n)娆�(qu谩n)绠＄悊楂旂郴锛氬缓绔嬪皥(zhu膩n)鍒╁竷灞�鑸囦繚璀�(h霉)姗�(j墨)鍒�锛屼繚璀�(h霉)鏍稿績绠楁硶鑸囨妧琛�(sh霉)鎴愭灉
•鍎�(y艒u)鍖栨焙绛栨(j墨)鍒�锛氬缓绔嬬瀛�(xu茅)鐨勭爺鐧�(f膩)鑸囧晢妤�(y猫)鍖栨焙绛栨祦绋�锛屾彁楂橀爡(xi脿ng)鐩垚鍔熺巼
浜斻�佸皻璩㈤仈(d谩)鐛甸牠鏈嶅嫏(w霉)鍎�(y艒u)鍕�(sh矛)
灏氳尝閬�(d谩)鐛甸牠娣辫�曟繁鍦抽啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴风敘(ch菐n)妤�(y猫)浜烘墠甯傚牬(ch菐ng)6骞�锛岀疮瑷�(j矛)鏈嶅嫏(w霉)鐩搁棞(gu膩n)浼佹キ(y猫)150+锛屾垚鍔熷尮閰嶉珮绔汉鎵�500+銆傛垜鍊戞啈鍊燂細
•灏�(zhu膩n)妤�(y猫)琛屾キ(y猫)鏁�(sh霉)鎿�(j霉)搴�(k霉)锛氳钃嬫繁鍦�95%浠ヤ笂閱�(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴蜂紒妤�(y猫)鏍稿績浜烘墠淇℃伅锛屽(sh铆)鏅�(sh铆)鏇存柊浜烘墠鍕�(d貌ng)鎱�(t脿i)
•璩囨繁鐛甸¨鍦�(tu谩n)闅�(du矛)锛氬钩鍧囪妤�(y猫)缍�(j墨ng)椹�(y脿n)7骞翠互涓婏紝绮炬簴(zh菙n)鎶婃彙浼佹キ(y猫)鐢ㄤ汉闇�姹傝垏浜烘墠鏈熸湜
•绉戝(xu茅)瑭�(p铆ng)浼伴珨绯�锛氶噰鐢ㄦ妧琛�(sh霉)鑳藉姏銆佸壍(chu脿ng)鏂版經鍔�銆侀啱(y墨)鐧傜悊瑙ｅ害绛夊缍害瑭�(p铆ng)浼板伐鍏�
•鍏ㄧ▼璺熻工鏈嶅嫏(w霉)锛氬緸浜烘墠灏嬭í銆佽⿻(p铆ng)浼板埌铻嶅叆鎻愪緵涓�绔欏紡瑙ｆ焙鏂规锛岀⒑淇濅汉鎵嶆垚鍔熺巼
2025骞存繁鍦抽啱(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴风敘(ch菐n)妤�(y猫)灏囪繋渚�(l谩i)鐖嗙櫦(f膩)寮忓闀�(zh菐ng)锛岄珮绔汉鎵嶅皣鎴愮偤浼佹キ(y猫)鏍稿績绔�(j矛ng)鐖�(zh膿ng)鍔涚殑闂�(gu膩n)閸佃绱�銆傞毃钁楁妧琛�(sh霉)鐨勪笉鏂烽��(j矛n)姝ュ拰閱�(y墨)鐧傞渶姹傜殑鎸佺簩(x霉)澧為暦(zh菐ng)锛屼汉鎵嶇(j矛ng)鐖�(zh膿ng)灏囨洿鍔犳縺鐑�銆備紒妤�(y猫)闇�瑕佸埗瀹氬墠鐬绘�х殑浜烘墠鎴�(zh脿n)鐣�锛屾(g貌u)寤哄鍏冨寲鐨勪汉鎵嶇嵅鍙�銆佸煿椁�(y菐ng)鑸囦繚鐣欓珨绯伙紝鎵嶈兘鍦ㄦ縺鐑堢殑甯傚牬(ch菐ng)绔�(j矛ng)鐖�(zh膿ng)涓磸寰椾汉鎵嶅劒(y艒u)鍕�(sh矛)銆傚皻璩㈤仈(d谩)鐛甸牠灏囨寔绾�(x霉)闂�(gu膩n)娉ㄨ妤�(y猫)鍕�(d貌ng)鎱�(t脿i)锛岀偤浼佹キ(y猫)鎻愪緵绮炬簴(zh菙n)鐨勪汉鎵嶆埌(zh脿n)鐣ユ敮鎸侊紝鍔╁姏娣卞湷寤鸿ō(sh猫)鍏锋湁鍏ㄧ悆褰遍熆鍔涚殑閱�(y墨)鐧�AI鑸囨暩(sh霉)瀛楀仴搴峰壍(chu脿ng)鏂颁腑蹇�銆�