2025鎴愰兘浜戣▓(j矛)绠楃敘(ch菐n)妤�(y猫)浜烘墠閬风Щ璺緫鍒嗘瀽
鐧�(f膩)甯冩檪(sh铆)闁擄細2025-12-29
—— 灏氳尝閬�(d谩)鐛甸牠鍏徃娣卞害娲炲療
涓�銆佺敘(ch菐n)妤�(y猫)鑳屾櫙鑸囦汉鎵嶉渶姹傜祼(ji茅)妲�(g貌u)
1. 鎴愰兘浜戣▓(j矛)绠楃敘(ch菐n)妤�(y猫)姝ｉ��(j矛n)鍏ユ埌(zh脿n)鐣ョ櫦(f膩)灞曞姞閫熸湡
鎴愰兘浣滅偤瑗块儴绉戞妧鍓�(chu脿ng)鏂颁腑蹇冨拰鏁�(sh霉)瀛楃稉(j墨ng)婵�(j矛)閲嶈妯炵磹锛屾帹鍕�(d貌ng)鏁�(sh霉)瀛楃稉(j墨ng)婵�(j矛)銆佷汉宸ユ櫤鑳姐�佽粺浠舵湇鍕�(w霉)鍙婁簯瑷�(j矛)绠楃敘(ch菐n)妤�(y猫)蹇�熺櫦(f膩)灞�锛屽挤(qi谩ng)瑾�(di脿o)浠�“鏂拌唱(zh矛)鐢熺敘(ch菐n)鍔�”椹�(q奴)鍕�(d貌ng)鐢�(ch菐n)妤�(y猫)绲�(ji茅)妲�(g貌u)鍗囩礆(j铆)銆備簯瑷�(j矛)绠椾綔鐐烘牳蹇冨熀绀�(ch菙)瑷�(sh猫)鏂借垏鏁�(sh霉)瀛楀寲鑳藉姏搴曞骇锛屽皪(du矛)鍩庡競鎶�琛�(sh霉)鍓�(chu脿ng)鏂板強鐢�(ch菐n)妤�(y猫)铻嶅悎鍏锋湁鍩虹(ch菙)鎬ф敮鎾愪綔鐢�銆傞洊鐒舵湰鍫�(b脿o)鍛婇棞(gu膩n)娉ㄦ垚閮斤紝浣嗗叾閬风Щ閭忚集鑸囩敘(ch菐n)妤�(y猫)鐧�(f膩)灞曡定鍕�(sh矛)鍦ㄥ叏鍦�(gu贸)澶у鏁�(sh霉)浜戣▓(j矛)绠楃敘(ch菐n)妤�(y猫)闆嗚仛鍦板叿鏈変唬琛ㄦ��銆�
浜戣▓(j矛)绠楁湰璩�(zh矛)涓婃壙杓変簡鏁�(sh霉)鏅哄寲杞�(zhu菐n)鍨嬬殑鏍稿績璩囨簮锛屽瑷�(j矛)绠楄硣婧�銆佸瓨鍎�(ch菙)璩囨簮銆佺恫(w菐ng)绲�(lu貌)璩囨簮銆佸钩鑷�(t谩i)鏈嶅嫏(w霉)鑳藉姏绛�锛岀偤 AI銆佹暩(sh霉)鎿�(j霉)鍒嗘瀽銆佷紒妤�(y猫)淇℃伅鍖栫瓑鎻愪緵鍩虹(ch菙)寮曟搸銆�2025骞翠簯瑷�(j矛)绠楄垏 AI銆佽粺浠堕枊鐧�(f膩)銆佹櫤鑳藉埗閫犵瓑鐢�(ch菐n)妤�(y猫)娣卞害铻嶅悎锛屽皪(du矛)浜烘墠闇�姹傚憟鐝�(xi脿n)椤憲澧為暦(zh菐ng)瓒ㄥ嫝(sh矛)銆�
浜�銆佷簯瑷�(j矛)绠椾汉鎵嶉渶姹傞伔绉荤殑椹�(q奴)鍕�(d貌ng)鍥犵礌
浜戣▓(j矛)绠椾汉鎵嶇殑閬风Щ骞堕潪“闅ㄦ(j墨)娴佸嫊(d貌ng)”锛岃�屾槸鐢卞鍊�(g猫)绲�(ji茅)妲�(g貌u)鎬у洜绱犻﹨(q奴)鍕�(d貌ng)锛屽寘鎷細
1. 鐢�(ch菐n)妤�(y猫)鏀跨瓥鑸囦汉鎵嶆埌(zh脿n)鐣ュ竷灞�
鎴愰兘銆佸洓宸濆強鎴愭笣鍦板崁(q奴)姝ｅ湪鍔犲挤(qi谩ng)浠�“浜戯紜AI锛嬪ぇ鏁�(sh霉)鎿�(j霉)”鐐烘牳蹇冪殑鐢�(ch菐n)妤�(y猫)甯冨眬锛岄�氶亷鐢�(ch菐n)妤�(y猫)鎷涘晢銆佷汉鎵嶆斂绛栨縺鍕�(l矛)鍜岀鎶�鍦掑崁(q奴)寤鸿ō(sh猫)绛夋柟寮�锛屾帹鍕�(d貌ng)浜戣▓(j矛)绠椾紒妤�(y猫)钀藉湴鑸囦汉鎵嶉泦鑱氥��
閫欓鏀跨瓥灏�(d菐o)鍚戦﹨(q奴)鍕�(d貌ng)浜嗘湰鍦颁汉鎵嶅皪(du矛)“鏁�(sh霉)瀛楃稉(j墨ng)婵�(j矛)鏂瑰悜鑱锋キ(y猫)璺緫”鐨勭敓鎱�(t脿i)寮忛伔绉�锛屽悓鏅�(sh铆)鍚稿紩澶栧湴鎶�琛�(sh霉)浜烘墠鍚戞垚閮借垏鎴愭笣鍗�(q奴)鍩熼泦鑱�銆�
2. 灏辨キ(y猫)鍫�(ch菐ng)鏅垏鐢�(ch菐n)妤�(y猫)鐢熸厠(t脿i)鍚戜簯绔伔绉�
闅ㄨ憲浼佹キ(y猫)鏁�(sh霉)瀛楀寲杞�(zhu菐n)鍨嬮渶姹傛寔绾�(x霉)鍗囨韩锛屽師鏈泦涓湪鍌崇当(t菕ng)杌熶欢宸ョ▼銆佷紒妤�(y猫) IT 閮ㄩ杸鐨勬妧琛�(sh霉)浜烘墠閫愭几鍚� “浜戝師鐢熼枊鐧�(f膩)銆佷簯鏋舵(g貌u)銆佸垎甯冨紡绯荤当(t菕ng)閬�(y霉n)缍瓑浜戣▓(j矛)绠楁牳蹇冨礂浣�” 杞�(zhu菐n)绉�銆傞�欑ó寰炲偝绲�(t菕ng)闁嬬櫦(f膩)/IT鍒颁簯绔妧琛�(sh霉)鐨勯伔绉�锛屾槸鎻愬崌鎶�琛�(sh霉)绔�(j矛ng)鐖�(zh膿ng)鍔涘拰灏辨キ(y猫)甯傚牬(ch菐ng)鍍�(ji脿)鍊肩殑閲嶈璺緫銆�
閫欎竴瓒ㄥ嫝(sh矛)鑸囧叏鍦�(gu贸)浜戣▓(j矛)绠楀钩鑷�(t谩i)鏈嶅嫏(w霉)鍟嗭紙鍚樋閲屼簯銆侀ò瑷婁簯绛夛級灏�(du矛) AI 鑸囦簯鏈嶅嫏(w霉)宕椾綅鎿�(ku貌)寮佃定鍕�(sh矛)涓�鑷达紙濡傚湪 AI 鏂瑰悜鐨勬嫑鑱樺ぇ骞呭鍔狅級銆�
3. 鎶�琛�(sh霉)鎶�鑳借垏宕椾綅绲�(ji茅)妲�(g貌u)杩唬
闅ㄨ憲浜戣▓(j矛)绠楁妧琛�(sh霉)鐢熸厠(t脿i)鐨勭櫦(f膩)灞曪紝浜烘墠闇�姹備篃寰炵啊(ji菐n)鍠殑绯荤当(t菕ng)閬�(y霉n)缍悜鏇撮珮闅庤兘鍔涢伔绉�锛屽寘鎷簯鍘熺敓闁嬬櫦(f膩)銆佸鍣�/寰湇鍕�(w霉)鏋舵(g貌u)銆�DevOps 鑸� SRE 妯″紡銆佹暩(sh霉)鎿�(j霉)骞宠嚭(t谩i)鑸囧畨鍏ㄦ不鐞嗙瓑鏂瑰悜銆�
閫欑ó鎶�琛�(sh霉)鎶�鑳藉堡绱�(j铆)鎻愬崌椹�(q奴)鍕�(d貌ng)浜嗕汉鎵嶇祼(ji茅)妲�(g貌u)寰� “寤ｆ硾鍨� IT 寰炴キ(y猫)鑰�” 鍚� “浜戝钩鑷�(t谩i)楂樼礆(j铆)宸ョ▼甯垏浜戞灦妲�(g貌u)甯�” 鐨勯伔绉汇��
涓夈�佷汉鎵嶉伔绉荤殑鍏稿瀷璺緫
鍩轰簬鎴愰兘浜戣▓(j矛)绠楃敘(ch菐n)妤�(y猫)鍙婂唬缇╀簯鐢熸厠(t脿i)鐨勭櫦(f膩)灞�锛屾垜鍊戝緸浜烘墠鎴愰暦(zh菐ng)鑸囬伔绉昏矾寰戦��(j矛n)琛岀附绲�(ji茅)锛�
1. 鍨傜洿鎶�鑳介伔绉昏矾寰�
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鍏稿瀷璧烽粸(di菐n)
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鎶�琛�(sh霉)閬风Щ鏂瑰悜
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鏈�绲傝鑹�
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杌熶欢闁嬬櫦(f膩)宸ョ▼甯�
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瀛�(xu茅)缈�(x铆)浜戝師鐢熺法绋�銆佸垎甯冨紡绯荤当(t菕ng)鏋舵(g貌u)
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浜戝師鐢熼枊鐧�(f膩)宸ョ▼甯�
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绯荤当(t菕ng)閬�(y霉n)缍�/DevOps
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杞�(zhu菐n)鍚戣嚜鍕�(d貌ng)鍖栭儴缃茶垏骞宠嚭(t谩i)宸ョ▼鑳藉姏
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DevOps/SRE 宸ョ▼甯�
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鏁�(sh霉)鎿�(j霉)宸ョ▼甯�
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鎺屾彙澶ф暩(sh霉)鎿�(j霉)骞宠嚭(t谩i)鏋舵(g貌u)鑸囦簯绔暩(sh霉)鎿�(j霉)鏈嶅嫏(w霉)
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浜戞暩(sh霉)鎿�(j霉)骞宠嚭(t谩i)宸ョ▼甯�
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缍�(w菐ng)绲�(lu貌)/瀹夊叏宸ョ▼甯�
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鑱氱劍浜戠恫(w菐ng)绲�(lu貌)瀹夊叏鑸囧悎瑕�(gu墨)娌荤悊
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浜戝畨鍏ㄦ灦妲�(g貌u)甯�
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鏋舵(g貌u)瑷�(sh猫)瑷�(j矛)甯�
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寰炲柈楂旀灦妲�(g貌u)鍚戜簯鍘熺敓鑸� Serverless 鏋舵(g貌u)閬风Щ
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浜戣В姹烘柟妗堟灦妲�(g貌u)甯�
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閫欎竴閬风Щ閬庣▼闇�瑕佸(xu茅)缈�(x铆) 瀹瑰櫒鍖�銆�Kubernetes銆佹寔绾�(x霉)闆嗘垚/鎸佺簩(x霉)浜や粯锛�CI/CD锛夈�佷簯骞宠嚭(t谩i)鏈嶅嫏(w霉)锛堝 AWS/Azure/Alibaba Cloud锛変互鍙婁簯瀹夊叏绛夋牳蹇冭兘鍔�銆�
2. 鍦板煙閬风Щ璺緫
闅ㄨ憲鎴愰兘鍙婃垚娓濆ぇ鍗�(q奴)灏�(du矛)鏁�(sh霉)瀛楃稉(j墨ng)婵�(j矛)鐨勬埌(zh脿n)鐣ユ姇鍏�锛屼笉鍍呮湰鍦扮敘(ch菐n)瀛�(xu茅)鐮旇兘绱�(j铆)鎻愬崌锛屼篃鍚稿紩澶ч噺澶栭儴浜烘墠閬风Щ鑷虫垚閮藉強鍛ㄩ倞鍩庡競锛�
· 涓�绶氬煄甯� → 鎴愰兘/鎴愭笣鍩庡競缇�
寰堝鍦ㄥ寳浜�佷笂娴�銆佹繁鍦崇瓑涓�绶氫簰鑱�(li谩n)缍�(w菐ng)鍏徃寰炰簨浜戝钩鑷�(t谩i)闁嬬櫦(f膩)銆佹灦妲�(g貌u)瑷�(sh猫)瑷�(j矛)浜烘墠锛屽湪鑱锋キ(y猫)鐢熸动涓湡閬告搰閬峰線鎴愰兘灏嬫眰鏇撮珮鐢熸椿璩�(zh矛)閲�銆佹洿澶ф垚闀�(zh菐ng)绌洪枔鍙婃斂绛栨敮鎸併��
· 楂樻牎浜烘墠 → 鐢�(ch菐n)妤�(y猫)鍦掑崁(q奴)鎶�琛�(sh霉)宕椾綅
鎴愰兘鏈湴楂樻牎锛堣▓(j矛)绠楁(j墨)銆侀浕瀛愪俊鎭�佽粺浠跺伐绋嬬瓑灏堟キ(y猫)锛夊煿椁�(y菐ng)鐨勫(xu茅)鐢�锛屽湪鐣㈡キ(y猫)鍚庨�愭鍚� 鎴愭笣鍦�(gu贸)瀹堕洐鍓�(chu脿ng)绀鸿寖鍗�(q奴)銆�AI 浜戝埗閫犲湌鍗�(q奴)绛夐珮鎶�琛�(sh霉)鍫�(ch菐ng)鏅泦涓�銆�
閫欑ó“鐢�(ch菐n)妤�(y猫)闆嗚仛 + 鍩庡競鍚稿紩鍔�”鍏卞悓鎺ㄥ嫊(d貌ng)浜烘墠寰炵櫦(f膩)閬�(d谩)鍦板崁(q奴)鍚戞垚閮藉強鍛ㄩ倞鍩庡競娴佸嫊(d貌ng)銆�
鍥涖�佷汉鎵嶆妧鑳介伔绉婚噸榛�(di菐n)瓒ㄥ嫝(sh矛)
1. 寰炲柈涓�鎶�鑳藉悜寰�(f霉)鍚堟妧鑳介伔绉�
浜戣▓(j矛)绠楀礂浣嶈秺渚嗚秺寮�(qi谩ng)瑾�(di脿o)璺ㄩ牁(l菒ng)鍩熻兘鍔�锛屼緥濡傦細
· 浜戝钩鑷�(t谩i)鑸� AI 鐨勮伅(li谩n)鍚堣兘鍔涳紙濡� AI on Cloud锛�
· 浜戝畨鍏ㄨ垏鍚堣(gu墨)閬�(y霉n)鐕�(y铆ng)鑳藉姏
· 浜戞暩(sh霉)鎿�(j霉)宸ョ▼鑸囧彲瑙�娓�(c猫)鎬э紙Observability锛夊垎鏋愯兘鍔�
· 澶氫簯/娣峰悎浜戞灦妲�(g貌u)瑷�(sh猫)瑷�(j矛)鑳藉姏
2. 寰炲垵绱�(j铆)鍩�(zh铆)琛屽悜鎴�(zh脿n)鐣ヨō(sh猫)瑷�(j矛)閬风Щ
闅ㄨ憲浼佹キ(y猫)灏�(du矛)浜戞埌(zh脿n)鐣ョ殑娣卞寲锛屽礂浣嶅緸“鍩�(zh铆)琛屽瀷”閫愭鍚�“瑷�(sh猫)瑷�(j矛)鍨�”閬风Щ锛屼緥濡傦細
· 鍒濈礆(j铆)浜戦亱(y霉n)缍� → 楂樼礆(j铆) DevOps/SRE
· 闋�(xi脿ng)鐩伐娈佃矤(f霉)璨�(z茅)浜� → 浜戣В姹烘柟妗堟灦妲�(g貌u)甯�
· 鍠粸(di菐n)闁嬬櫦(f膩)鑰� → 浜戝钩鑷�(t谩i)鐢�(ch菐n)鍝佺稉(j墨ng)鐞�
閫欎竴璺緫涓嶅儏鐢辨妧琛�(sh霉)椹�(q奴)鍕�(d貌ng)锛屼篃鐢变紒妤�(y猫)妤�(y猫)鍕�(w霉)鎴�(zh脿n)鐣ヨ垏绲勭箶鑳藉姏寤鸿ō(sh猫)椹�(q奴)鍕�(d貌ng)銆�
浜�銆佺嵉闋瑙掞細浜烘墠閬风Щ鑸囨嫑鑱樺(sh铆)韪愬缓璀�
閲濆皪(du矛)鎴愰兘浜戣▓(j矛)绠楃敘(ch菐n)妤�(y猫)浜烘墠閬风Щ鍕�(d貌ng)鎱�(t脿i)锛岀嵉闋垏浼佹キ(y猫)鎷涜仒绛栫暐鎳�(y墨ng)闂�(gu膩n)娉ㄤ互涓嬮噸榛�(di菐n)锛�
1. 妲�(g貌u)寤轰簯瑷�(j矛)绠椾汉鎵嶉伔绉昏兘鍔涚煩闄�
鍒跺畾瑭崇窗(x矛)鑳藉姏妯″瀷锛屾兜钃嬶細
· 浜戝钩鑷�(t谩i)鎺堟瑠(qu谩n)璀夋浉锛堝 AWS/Azure/闃块噷浜戦珮绱�(j铆)璀夋浉锛�
· 浜戝畨鍏ㄨ垏DevOps宸ョ▼鑳藉姏
· 绯荤当(t菕ng)鏋舵(g貌u)瑷�(sh猫)瑷�(j矛)鑸囧垎甯冨紡绯荤当(t菕ng)缍�(j墨ng)椹�(y脿n)
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