2025鎴愰兘AI鍓�(chu脿ng)妤�(y猫)鍏徃鏈�缂哄摢浜涗汉鎵�锛熷皻璩㈤仈(d谩)鐛甸牠鍏徃鍫�(b脿o)鍛婂憡瑷翠綘
鐧�(f膩)甯冩檪(sh铆)闁擄細2025-12-05
2025 骞�锛屾垚閮芥寰�“鏂颁竴绶�(xi脿n)浜掕伅(li谩n)缍�(w菐ng)鍩庡競”鍔犻�熼倎鍚�“瑗块儴 AI 鍓�(chu脿ng)鏂伴珮鍦�”銆傚ぇ妯″瀷銆�AI 宸ョ▼鍖�銆佺畻鍔涘熀绀�(ch菙)瑷�(sh猫)鏂借垏琛屾キ(y猫)鏅鸿兘鍖栨噳(y墨ng)鐢ㄦ鍦ㄦ帹鍕�(d貌ng)鏂颁竴杓壍(chu脿ng)妤�(y猫)娼�銆傜劧鑰�锛屽壍(chu脿ng)妤�(y猫)鍏徃鏈�绐佸嚭鐨勭摱闋镐笉鏄妧琛�(sh霉)鏂瑰悜涓嶆竻锛岃�屾槸 “缂轰汉”——灏ゅ叾鏄己闂�(gu膩n)閸靛瀷銆佺█缂哄瀷銆佽兘钀藉湴鐨� AI 寰�(f霉)鍚堜汉鎵�銆�
鍩轰簬灏氳尝閬�(d谩)鐛甸牠鍏徃灏�(du矛)鎴愰兘 80+ 瀹� AI 鍓�(chu脿ng)妤�(y猫)浼佹キ(y猫)銆�AI 鎳�(y墨ng)鐢ㄤ紒妤�(y猫)銆佹暩(sh霉)瀛楃稉(j墨ng)婵�(j矛)鍦掑崁(q奴)闋�(xi脿ng)鐩殑瑷�(f菐ng)璜囪垏闋�(xi脿ng)鐩暩(sh霉)鎿�(j霉)锛屾垜鍊戠附绲�(ji茅)鍑猴細2025 骞存垚閮� AI 鍓�(chu脿ng)妤�(y猫)鍏徃鐨勭敤浜虹己鍙ｅ憟鐝�(xi脿n)“绲�(ji茅)妲�(g貌u)鎬х穵缂� + 宸ョ▼鍖栫偤鐜� + 琛屾キ(y猫)钀藉湴寮�(qi谩ng)渚濊炒(l脿i)”鐨勭壒榛�(di菐n)銆�
浠ヤ笅鐐哄畬鏁寸殑浜烘墠瓒ㄥ嫝(sh矛)鍫�(b脿o)鍛�銆�
涓�銆佹暣楂旇定鍕�(sh矛)锛氭垚閮� AI 鍓�(chu脿ng)妤�(y猫)鍏徃閫�(j矛n)鍏�“宸ョ▼鍖栫(j矛ng)鐖�(zh膿ng)鏅�(sh铆)浠�”
2025 骞存垚閮� AI 鐢熸厠(t脿i)鐨勯’钁楃壒寰佹湁涓夋锛�
1. 鍓�(chu脿ng)妤�(y猫)閫熷害蹇簬浜烘墠渚涚郸閫熷害
o 绠楀姏闆嗙兢銆佺鍓�(chu脿ng)骞宠嚭(t谩i)锛堝ぉ搴滃(sh铆)椹�(y脿n)瀹ゃ�佸ぇ妯″瀷骞宠嚭(t谩i)锛�銆�AI+鐢�(ch菐n)妤�(y猫)瀛靛寲鍣ㄥ瘑闆嗚惤鍦�銆�
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2. 妯″瀷涓嶆槸闁�(m茅n)妾�锛屽伐绋嬪寲鎵嶆槸澹佸
鍓�(chu脿ng)妤�(y猫)鑰呮櫘閬嶅弽鏄狅細“妯″瀷鑳借(di脿o)锛屾渻(hu矛)鐢ㄥ氨琛�锛涙渶闆ｆ壘鐨勬槸 鑳芥妸 AI 鐢�(ch菐n)鍝佸仛鎴愯兘璩�(m脿i)銆佽兘閮ㄧ讲銆佽兘鏈嶅嫏(w霉)琛屾キ(y猫)瀹㈡埗(h霉)鐨勪汉 銆�”
3. 鎳�(y墨ng)鐢ㄦ柟鍚戦﹨(q奴)鍕�(d貌ng)鍨嬩汉鎵嶉渶姹傜垎鐧�(f膩)
AI 鍦ㄥ埗閫�銆侀啱(y墨)鐧�銆佷氦閫氥�佹枃鏃�銆佹斂鍕�(w霉)绛夐牁(l菒ng)鍩熷嚭鐝�(xi脿n)澶ч噺瀹氬埗鍖栭渶姹�锛屽舰鎴愬緸“绠楁硶鐐哄厛”鍚�“鍫�(ch菐ng)鏅偤鍏�”鐨勪汉鎵嶇祼(ji茅)妲�(g貌u)鍗囩礆(j铆)銆�
浜�銆�2025 骞存垚閮� AI 鍓�(chu脿ng)妤�(y猫)鍏徃鏈�缂虹殑鍏(l猫i)浜烘墠锛堢穵缂哄害寰為珮鍒颁綆锛�
TOP1锛�AI 鎳�(y墨ng)鐢ㄨ惤鍦板伐绋嬪斧 / MLE锛�Machine Learning Engineer锛�
绶婄己鎸囨暩(sh霉)锛�鈽呪槄鈽呪槄鈽�锛�2025 骞存垚閮芥渶闆ｆ嫑锛�
AI 鍓�(chu脿ng)妤�(y猫)鍏徃鏅亶闈㈣嚚“涓�鍫嗙畻娉曪紝娌�(m茅i)浜鸿兘鐪熸钀藉湴”鐨勫洶灞�銆�
闇�姹傜壒寰侊細
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- 鍏煎叿宸ョ▼鑳藉姏锛�C++/CUDA/Go/Python锛�
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浠ｈ〃宕椾綅锛� MLE銆�AI 宸ョ▼鍖栧皥(zhu膩n)瀹�銆佹ā鍨嬮儴缃插伐绋嬪斧銆佺畻娉曞伐绋嬪斧锛堟噳(y墨ng)鐢ㄥ悜锛�
TOP2锛氬ぇ妯″瀷寰(di脿o) / AIGC / 澶氭ā鎱�(t脿i)绠楁硶宸ョ▼甯�
绶婄己鎸囨暩(sh霉)锛�鈽呪槄鈽呪槄鈽�
鎴愰兘澶ч噺 AI 鍓�(chu脿ng)妤�(y猫)鍏徃闆嗕腑鍦ㄤ互涓嬭辰閬擄細
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- 鏅鸿兘瀹㈡湇/鏅鸿兘楂�
- 鍨傜洿琛屾キ(y猫)澶фā鍨嬶紙鏀垮嫏(w霉)銆佸埗閫犮�侀啱(y墨)鐧�銆佹枃鏃咃級
- 瑕栬(ju茅)+瑾�(y菙)闊�+鏂囨湰鐨勫妯℃厠(t脿i)妯″瀷
绶婄己鍘熷洜锛�
- 鎴愰兘鏈湴楂樻牎绠楁硶鍗氬＋渚涚郸鏈夐檺
- BAT / 闋儴 AI 鍏徃绠楁硶浜烘墠鐣欏瓨鐜囬珮
- 鍓�(chu脿ng)妤�(y猫)鍏徃缂�“绠楁硶璨�(f霉)璨�(z茅)浜虹礆(j铆)鍒�”浜烘墠
TOP3锛�AI 鐢�(ch菐n)鍝佺稉(j墨ng)鐞嗭紙琛屾キ(y猫)瑙ｆ焙鏂规鍚戯級
绶婄己鎸囨暩(sh霉)锛�鈽呪槄鈽呪槄鈽�
AI 鍓�(chu脿ng)妤�(y猫)鍏徃鏈�澶х煭鏉夸箣涓�灏辨槸 “鍙湁鎶�琛�(sh霉)锛屾矑(m茅i)鏈夌敘(ch菐n)鍝�”銆�
灏ゅ叾绋�缂猴細
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- AI 鍒堕�犺В姹烘柟妗堢稉(j墨ng)鐞�
- AI 鐕�(y铆ng)閵�(xi膩o)/鍏�(n猫i)瀹圭敓鎴愮敘(ch菐n)鍝佺稉(j墨ng)鐞�
- AIGC 鐢�(ch菐n)鍝� Owner
- AI Agent 鐢�(ch菐n)鍝佺稉(j墨ng)鐞�
閫欎簺宕椾綅蹇呴爤鍚屾檪(sh铆)鍏峰倷 琛屾キ(y猫)鐭ヨ瓨(sh铆) + 绠楁硶鐞嗚В + 闋�(xi脿ng)鐩鐞嗚兘鍔�锛屽京(f霉)鍚堟�фサ寮�(qi谩ng)銆�
TOP4锛�AI 鎺ㄧ悊鍎�(y艒u)鍖� / 绠楀姏骞宠嚭(t谩i)宸ョ▼甯�
绶婄己鎸囨暩(sh霉)锛�鈽呪槄鈽呪槄
闅ㄨ憲鎴愰兘绠楀姏涓績闆嗙兢寤鸿ō(sh猫)锛屽ぇ閲忓壍(chu脿ng)妤�(y猫)鍏徃闇�瑕侊細
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閫欎簺宕椾綅灏�(du矛)宸ョ▼鑳藉姏鍜屽簳灞ょ悊瑙ｈ姹傞珮锛屽洜姝や緵绲︽サ灏�銆�
TOP5锛�AI 閵�(xi膩o)鍞� / 琛屾キ(y猫) BD锛堝挨鍏舵槸 AI+鍒堕��銆�AI+鏀夸紒锛�
绶婄己鎸囨暩(sh霉)锛�鈽呪槄鈽呪槅
鎴愰兘 AI 鍓�(chu脿ng)妤�(y猫)鍏徃鏅亶缂轰箯 鑳界湡姝ｆ妸 AI 鐢�(ch菐n)鍝佽常(m脿i)鍑哄幓鐨勪汉銆�
楂樻經 AI 閵�(xi膩o)鍞鑳斤細
- 鐞嗚В AI 鐢�(ch菐n)鍝侀倧杓�
- 鑳借瑳娓� ROI
- 鎷撳睍鍒堕��銆佹斂浼�銆侀噾铻�銆佹枃鏃呯瓑瀹㈡埗(h霉)
- 鎺ㄥ嫊(d貌ng)瑭﹂粸(di菐n)闋�(xi脿ng)鐩惤鍦�
閫欓(l猫i)浜烘墠鏀跺叆闈炲父楂�锛屽簳钖�+鎻愭垚妯″紡鏅亶姣� SaaS 琛屾キ(y猫)鏇存縺閫�(j矛n)銆�
TOP6锛氭暩(sh霉)鎿�(j霉)宸ョ▼甯� / 鏁�(sh霉)鎿�(j霉)妯�(bi膩o)娉ㄨ唱(zh矛)閲忚矤(f霉)璨�(z茅)浜�
绶婄己鎸囨暩(sh霉)锛�鈽呪槄鈽�
闆栫劧 AI 宸查��(j矛n)鍏ュぇ妯″瀷鏅�(sh铆)浠ｏ紝浣嗘暩(sh霉)鎿�(j霉)浠嶆焙瀹氭ā鍨嬫晥鏋�銆�
鎴愰兘鐨� AI 鍏徃灏�(du矛)浠ヤ笅宕椾綅闇�姹傚闀�(zh菐ng)鏄庨’锛�
- 鏁�(sh霉)鎿�(j霉)骞宠嚭(t谩i)宸ョ▼甯�
- 鏁�(sh霉)鎿�(j霉)娌荤悊锛�Data Governance锛�
- 鏁�(sh霉)鎿�(j霉)娓呮礂 / 妯�(bi膩o)娉ㄨ唱(zh矛)妾�
- 鏁�(sh霉)鎿�(j霉)娴佹按绶�(xi脿n)閬�(y霉n)缍紙ETL/ELT锛�
涓�銆佹垚閮� AI 鍓�(chu脿ng)妤�(y猫)鍏徃鐨勬嫑鑱樼棝榛�(di菐n)锛氱偤浠�涔�“缂轰汉”鏈�(hu矛)閫欎箞鍤�(y谩n)閲�锛�
1. 绠楁硶浜烘墠鏁�(sh霉)閲忎笉瓒筹紙鏈湴楂樻牎鍎�(y艒u)鍕�(sh矛)涓嶅锛�
鑸囧寳涓婂唬娣辩浉姣�锛屾垚閮藉湪锛�
- AI 鐩搁棞(gu膩n)鍗氬＋
- 楂樼绠楁硶灏�(zhu膩n)瀹�
- 绠楁硶 Leader / Head of AI
渚涚郸閲忎笉瓒�銆�
2. 澶ч噺 AI 鍏徃鍋�“杓曠爺鐧�(f膩)銆侀噸钀藉湴”锛屽伐绋嬩汉鎵嶆垚涓绘埌(zh脿n)鍫�(ch菐ng)
鑰屽伐绋嬪寲浜烘墠锛�MLE銆佹帹鐞嗗劒(y艒u)鍖栵級鍦ㄥ叏鍦�(gu贸)閮界穵缂�銆�
3. 鍓�(chu脿ng)妤�(y猫)鍏徃钖硣绔�(j矛ng)鐖�(zh膿ng)鍔涙湁闄�
灏ゅ叾鏄爞绱�(j铆)绠楁硶宕楋紝涓嶅皯琚笂娴�/娣卞湷浜掕伅(li谩n)缍�(w菐ng)澶у粻鎻愬墠“鎼惰蛋”銆�
4. 鍨傜洿琛屾キ(y猫) AI 鐨勫京(f霉)鍚堝礂浣嶇己鍙ｅ法澶�
鍒堕��銆侀啱(y墨)鐧�銆佷氦閫氱瓑琛屾キ(y猫)鐨� “琛屾キ(y猫)灏�(zhu膩n)瀹� + AI 鎶�琛�(sh霉)鐞嗚В” 寰�(f霉)鍚堝瀷浜烘墠锛屾湰韬緵绲﹀氨绋�缂恒��
鍥�銆�2025钖叕鍗�(q奴)闁擄紙鎴愰兘甯傚牬(ch菐ng)瀵�(sh铆)闅涘弮鑰冿級
浠ヤ笅鍗�(q奴)闁撶偤灏氳尝閬�(d谩)鐛甸牠鎴愰兘闋�(xi脿ng)鐩钩鍧囨暩(sh霉)鎿�(j霉)锛屽儏鍙嶆槧鍓�(chu脿ng)妤�(y猫)鍏徃鐝�(xi脿n)鐙�銆�
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宕椾綅
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钖叕鑼冨湇锛堝勾钖級
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AI 鎳�(y墨ng)鐢ㄨ惤鍦板伐绋嬪斧锛�MLE锛�
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25–45 钀�(w脿n)
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澶氭ā鎱�(t脿i)绠楁硶宸ョ▼甯�
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30–55 钀�(w脿n)锛堝崥澹彲閬�(d谩) 60–80 钀�(w脿n)锛�
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AIGC 绠楁硶
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28–50 钀�(w脿n)
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AI 鐢�(ch菐n)鍝佺稉(j墨ng)鐞�
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25–45 钀�(w脿n)
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绠楀姏/鎺ㄧ悊鍎�(y艒u)鍖栧伐绋嬪斧
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30–55 钀�(w脿n)
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AI 閵�(xi膩o)鍞� / BD
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20–35 钀�(w脿n) + 楂橀鎻愭垚
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鏁�(sh霉)鎿�(j霉)宸ョ▼甯�
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20–35 钀�(w脿n)
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浜�銆佸皻璩㈤仈(d谩)鐛甸牠绲︽垚閮� AI 鍓�(chu脿ng)妤�(y猫)鍏徃鐨勫缓璀�
1. 鎷涜仒绡�(ji茅)濂忓墠绉伙細鍏堟壘浜猴紝鍐嶇珛闋�(xi脿ng)
AI 鍓�(chu脿ng)妤�(y猫)鍏徃澶辨晽鐨勪竴澶у師鍥狅細鎶�琛�(sh霉)璺窔(xi脿n)娓呮櫚锛屼絾闂�(gu膩n)閸靛伐绋嬪寲浜烘墠濮嬬祩鎷涗笉鍒般��
2. 鐢�“鑲℃瑠(qu谩n) + 闈堟椿婵�鍕�(l矛)”瑁�(b菙)榻婅柂閰樊璺�
鐗瑰垾鏄畻娉曡矤(f霉)璨�(z茅)浜�銆佸伐绋嬪寲璨�(f霉)璨�(z茅)浜恒�佺敘(ch菐n)鍝�Owner绛夋牳蹇冨礂銆�
3. 閲嶈琛屾キ(y猫)灏�(zhu膩n)瀹剁殑“璺ㄧ晫寮曞叆”
鍒堕��銆侀啱(y墨)鐧傘�佷氦閫氱殑琛屾キ(y猫)灏�(zhu膩n)瀹舵垚鐐� AI 钀藉湴鐨勯棞(gu膩n)閸垫⿱姊�銆�
4. 鎵撻��“鍙惤鍦扮殑 AI 鍦�(tu谩n)闅�(du矛)绲�(ji茅)妲�(g貌u)”
缍�(j墨ng)鍏哥祼(ji茅)妲�(g貌u)锛�2025 鎴愰兘杓冩垚鐔熷湗(tu谩n)闅�(du矛)锛夛細
- 1 鍚� Head of AI
- 2–4 鍚嶇畻娉曞伐绋嬪斧
- 3–6 鍚� MLE
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