2025瀵ф尝渚涙噳(y墨ng)閺堜汉鎵嶈柂閰牨鍛婏細璺ㄥ鐗╂祦鑸囨暩(sh霉)瀛楀寲閬嬬嚐宕楅牁(l菒ng)婕�
鐧�(f膩)甯冩檪闁擄細2025-12-05
2025瀵ф尝渚涙噳(y墨ng)閺堜汉鎵嶈柂閰牨鍛婏細璺ㄥ鐗╂祦鑸囨暩(sh霉)瀛楀寲閬嬬嚐宕楅牁(l菒ng)婕�
——灏氳尝閬旂嵉闋叕鍙哥簿纰哄垎鏋�
涓�銆佸牨鍛婃憳瑕侊紙Executive Summary锛�
2025骞达紝瀵ф尝渚涙噳(y墨ng)閺堣妤�(y猫)鍦ㄥ璨�(m脿o)鍥炴殩銆佽法澧冮浕鍟嗘摯瀹�銆佸埗閫犳キ(y猫)閺堟鍔犻�熸暩(sh霉)瀛楀寲鐨勮儗鏅笅锛屽憟鐝�(xi脿n)鍑�绲�(ji茅)妲�(g貌u)鎬х己浜� + 宕椾綅钖叕鍏ㄩ潰鎶崌鐨勭壒寰�銆傚皻璩㈤仈鐛甸牠瑾�(di脿o)鐮旈’绀猴細
- 璺ㄥ鐗╂祦銆佹暩(sh霉)瀛楀寲閬嬬嚐銆佷緵鎳�(y墨ng)閺堣▓鍔冿紙S&OP锛変汉鎵嶆垚鐐烘渶楂樿柂銆佹渶绋�缂哄礂浣嶅墠涓�銆�
- 榫嶉牠浼佹キ(y猫)鍦�“浠ュ揩鍒跺嫕”鐨勭鐖牸灞�涓嬶紝灏�渚涙噳(y墨ng)閺堢鍒扮鍗�(xi茅)鍚岃兘鍔�銆佺郴绲�(t菕ng)鍖栨暩(sh霉)鎿�(j霉)鑳藉姏鐨勮姹傞’钁楁彁楂�銆�
- 2025骞村娉緵鎳�(y墨ng)閺堥牁(l菒ng)鍩熸牳蹇冨礂浣嶈柂閰�鏅疾 8%–20%锛屽悓宕椾綅杓�2023–2024骞村钩鍧囨疾骞呰秴閬庡叐浣嶆暩(sh霉)銆�
- 瀵ф尝鍒堕�犱紒妤�(y猫)姝ｅ緸“瀵︾墿娴佸挤”鍚�“鏁�(sh霉)鏅洪張寮�”杞�(zhu菐n)鍨�锛屼緵鎳�(y墨ng)閺堟暣楂斾汉鎵嶇祼(ji茅)妲�(g貌u)鍛堢従(xi脿n) **“骞磋紩鍖� + 灏堟キ(y猫)鍖� + 绯荤当(t菕ng)鍖�”**瓒ㄥ嫝銆�
浜�銆佸娉㈢敘(ch菐n)妤�(y猫)鑸囦緵鎳�(y墨ng)閺堢敓鎱�(t脿i)鐝�(xi脿n)鐙�
1. 鍒堕�犳キ(y猫)寮峰競锛屼緵鎳�(y墨ng)閺堜汉鎵嶉渶姹傛寔绾�(x霉)鏃虹洓
瀵ф尝鐨勭敘(ch菐n)妤�(y猫)绲�(ji茅)妲�(g貌u)浠�鏅鸿兘鍒堕��銆佹苯杌婇浂閮ㄤ欢銆佹柊鏉愭枡銆佺煶鍖栧寲宸�銆佽鍌欏埗閫�銆佸闆诲強娑堣不鍝�鐐轰富锛岄�欓琛屾キ(y猫)灏嶄緵鎳�(y墨ng)閺堜緷璩村害楂�锛屽礂浣嶉渶姹傞泦涓湪锛�
- 閲囪臣/渚涙噳(y墨ng)閺堢鐞�
- 鐗╂祦鑸囧�夊劜
- 浜や粯鑸囪▓鍔�
- 鎴愭湰鑸囪唱(zh矛)閲忕鐞�
- 鏁�(sh霉)瀛楀寲杞�(zhu菐n)鍨嬶紙MES銆�WMS銆�ERP銆�APS锛�
2025骞磋捣锛屽湪澶栬部(m脿o)瑁滃懆鏈熻垏鐢�(ch菐n)妤�(y猫)閺堥噸妲�(g貌u)鎺ㄥ嫊涓嬶紝浼佹キ(y猫)渚涙噳(y墨ng)閺堣寰�“闄嶄綆鎴愭湰”杞�(zhu菐n)鍚�“鏁堢巼銆佺┛閫忓姏銆佸彲瑕栧寲”銆�
2. 璺ㄥ闆诲晢鑸囨腐鑸劒(y艒u)鍕紝甯跺嫊鐗╂祦椤炰汉鎵嶇垎鐧�(f膩)澧為暦
瀵ф尝鑸熷北娓叏鐞冪涓�鐨勫悶鍚愰噺锛屼娇鏈湴褰㈡垚寮峰嫝娓埅鑸囪法澧冪墿娴佺敓鎱�(t脿i)銆�
璺ㄥ妤�(y猫)鍕�(w霉)鎿村嫉甯朵締鐗╂祦绠＄悊銆佽波浠ｃ�侀浕鍟嗕緵鎳�(y墨ng)閺�宕椾綅闇�姹傛垚鍊嶅闀�銆�
3. 鏁�(sh霉)瀛楀寲渚涙噳(y墨ng)閺堟槸鏈締 3–5 骞翠富鎴�(zh脿n)鍫�
瀵ф尝澶у瀷鍒堕�犱紒妤�(y猫)鏅亶閫茶锛�
- APS 楂樼礆瑷堝妰鎺掔▼鍗囩礆
- WMS/MES 绯荤当(t菕ng)鏇挎彌
- 鏁�(sh霉)瀛楀鐢熷伐寤犲缓瑷�(sh猫)
- RPA 鑷嫊鍖栨祦绋嬫敼閫�
- AI 闋�(y霉)娓垏鏅鸿兘瑁滆波
鍥犳甯跺嫊涓�鎵�渚涙噳(y墨ng)閺堟暩(sh霉)瀛楀寲宕椾綅钖叕椤憲鎶崌锛岀鐖帴杩戜簰鑱�(li谩n)缍�(w菐ng)琛屾キ(y猫)銆�
涓�銆�2025瀵ф尝渚涙噳(y墨ng)閺堢穵缂哄礂浣嶆帓琛屾锛�TOP 10锛�
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鎺掑悕
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宕椾綅
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缂哄彛搴�
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闇�姹傚師鍥�
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1
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璺ㄥ鐗╂祦缍�(j墨ng)鐞�/绺界洠(ji膩n)
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鈽呪槄鈽呪槄鈽�
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璺ㄥ闆诲晢鐖嗙櫦(f膩)銆佹腐鍙ｅ劒(y艒u)鍕㈠付鍕曠墿娴侀張姊濆鎿�
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2
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鏁�(sh霉)瀛楀寲閬嬬嚐缍�(j墨ng)鐞嗭紙渚涙噳(y墨ng)閺堢郴绲�(t菕ng)锛�
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鈽呪槄鈽呪槄鈽�
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APS/MES/WMS 鍗囩礆闇�姹傚ぇ
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3
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渚涙噳(y墨ng)閺堣▓鍔冪稉(j墨ng)鐞嗭紙S&OP锛�
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鈽呪槄鈽呪槄鈽�
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鍒堕�犳キ(y猫)閺堟鍗�(xi茅)鍚岃兘鍔涗笉瓒崇煕鐩剧獊鍑�
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4
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閲囪臣缍�(j墨ng)鐞嗭紙姗熸/闆诲瓙/鍖栧伐锛�
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鈽呪槄鈽呪槄鈽�
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涓婃父渚涙噳(y墨ng)鍟嗛珨绯昏唱(zh矛)閲忎笉绌�(w臎n)锛岄渶鏇村挤璀板児鑸囧皨婧愯兘鍔�
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5
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鍊夊劜鐗╂祦涓荤锛堣嚜鍕曞寲鍊夛級
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鈽呪槄鈽呪槄鈽�
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鏅鸿兘鍊夊缓瑷�(sh猫)瀵嗛泦锛岀己鎳傛妧琛�(sh霉)鑸囬亱鐕熷京(f霉)鍚堝瀷浜烘墠
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6
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浜や粯鑸囪▊鍠鐞嗕富绠�
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鈽呪槄鈽呪槄鈽�
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澶栬部(m脿o)鎭㈠京(f霉)灏�(d菐o)鑷翠氦浠樺懆鏈熷鍔涙彁鍗�
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7
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鎴愭湰宸ョ▼甯�/鎴愭湰缍�(j墨ng)鐞�
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鈽呪槄鈽呪槄鈽�
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鍒堕�犳キ(y猫)鎴愭湰鏁忔劅搴︽彁鍗�
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8
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渚涙噳(y墨ng)閺堝垎鏋愬斧锛堟暩(sh霉)鎿�(j霉)锛�
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鈽呪槄鈽呪槄
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鏁�(sh霉)瀛楀寲鍗�(xi茅)鍚�&绮剧窗鍖栭亱鐕熼渶瑕佹暩(sh霉)鎿�(j霉)娲炲療
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9
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渚涙噳(y墨ng)閺堣唱(zh矛)閲忕鐞嗭紙SQE/SQA锛�
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鈽呪槄鈽呪槄
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涓婁笅娓稿崝(xi茅)鍚屽皫(d菐o)鑷村搧璩�(zh矛)鍟忛椤�у寲
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10
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WMS/MES 瀵︽柦宸ョ▼甯�
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鈽呪槄鈽呪槄
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宸ュ粻绯荤当(t菕ng)鍗囩礆閫茬▼鍔犻��
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TOP3 宕椾綅灏嶈柂閰湁椤憲“鎺ㄥ崌鏁堟噳(y墨ng)”锛屼紒妤�(y猫)鐖オ灏ょ偤婵�鐑�銆�
鍥�銆�2025瀵ф尝渚涙噳(y墨ng)閺堝吀鍨嬪礂浣嶈柂閰崁(q奴)闁擄紙灏氳尝閬旂嵉闋(di脿o)鐮旓級
浠ヤ笅鐐哄娉㈡湰鍦板钩鍧囨按骞筹紙骞寸附鍖咃級锛屼笉鍚屼紒妤�(y猫)宸暟杓冨ぇ锛屽璩�/闋儴鍒堕�犳キ(y猫)钖硣椤憲鍋忛珮銆�
1. 璺ㄥ鐗╂祦/渚涙噳(y墨ng)閺堥亱鐕熸柟鍚�
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宕椾綅
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缍�(j墨ng)椹�
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骞磋柂鑼冨湇锛堣惉鍏冿級
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鍌欐敞
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璺ㄥ鐗╂祦绺界洠(ji膩n)
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10–15骞�
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45–80钀�
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澶栬硣/闋儴璺ㄥ浼佹キ(y猫)鍙仈 100+
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鐗╂祦缍�(j墨ng)鐞�
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5–10骞�
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25–45钀�
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娓埅鐢熸厠(t脿i)甯跺嫊钖叕涓婃疾
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璨ㄤ唬閬嬬嚐涓荤
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3–8骞�
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18–28钀�
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闇�姹傞噺澶�锛屾祦鍕曠巼楂�
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2. 渚涙噳(y墨ng)閺堣▓鍔� / S&OP / 浜や粯
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宕椾綅
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骞磋柂鑼冨湇
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闂�(gu膩n)閸佃姹�
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S&OP缍�(j墨ng)鐞�
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30–50钀�
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鐔熸倝 APS/ERP锛屽叏娴佺▼绲�(t菕ng)绫岃兘鍔涘挤
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渚涙噳(y墨ng)閺堣▓鍔冪稉(j墨ng)鐞�
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25–45钀�
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褰遍熆鐢熺敘(ch菐n)鏁堢巼鐨勬牳蹇冨礂浣�
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瑷傚柈浜や粯涓荤
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20–30钀�
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澶栬部(m脿o)鎭㈠京(f霉)灏�(d菐o)鑷村礂浣嶅崌婧�
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3. 鏁�(sh霉)瀛楀寲渚涙噳(y墨ng)閺� & 绯荤当(t菕ng)瀵︽柦
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宕椾綅
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骞磋柂鑼冨湇
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鏍稿績鑳藉姏
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鏁�(sh霉)瀛楀寲閬嬬嚐缍�(j墨ng)鐞�
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35–55钀�
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鐔熸倝鏁�(sh霉)瀛楀寲闋呯洰 PM銆�SAP/Oracle/閲戣澏绛�
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WMS/MES瀵︽柦宸ョ▼甯�
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18–35钀�
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鑷嫊鍖栬垏绯荤当(t菕ng)寰�(f霉)鍚堝瀷缂哄彛鏈�绐佸嚭
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渚涙噳(y墨ng)閺堟暩(sh霉)鎿�(j霉)鍒嗘瀽甯�
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22–40钀�
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SQL/Python/PowerBI 绛夋暩(sh霉)鎿�(j霉)宸ュ叿瑕佹眰鎻愰珮
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4. 閲囪臣 / 鎴愭湰 / 渚涙噳(y墨ng)閺堣唱(zh矛)閲忕鐞�
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宕椾綅
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骞磋柂鑼冨湇
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鏍稿績瑾槑
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閲囪臣缍�(j墨ng)鐞嗭紙姗熸/闆诲瓙锛�
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28–45钀�
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鍙椾笂娓告潗鏂欐尝鍕曞奖闊胯純澶�
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鎴愭湰缍�(j墨ng)鐞�
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25–40钀�
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鍒堕�犳キ(y猫)楂樻瘺鍒╃敘(ch菐n)鍝佺窔鏇撮珮
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SQE/SQA
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15–28钀�
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涓爡鍨嬪礂浣�锛岄渶姹傜┅(w臎n)瀹�
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浜斻�佷紒妤�(y猫)鐐轰粈涔堥洠鎷涗汉锛燂紙瀵ф尝渚涙噳(y墨ng)閺堜汉鎵嶇己鍙ｇ殑鏈唱(zh矛)锛�
1. “娓埅寮�銆佷緵鎳�(y墨ng)閺堝挤”灏�(d菐o)鑷存湰鍦扮鐖櫧鐔卞寲
澶ч噺璺ㄥ鐗╂祦鍏徃钀藉湴瀵ф尝锛屽皫(d菐o)鑷寸墿娴�/渚涙噳(y墨ng)閺堢鐞嗕汉鎵嶈繀閫熻甯傚牬鍚告敹銆�
2. 鏁�(sh霉)瀛楀寲杞�(zhu菐n)鍨嬮�熷害蹇�锛屼絾鏈湴浜烘墠鍎插倷涓嶈冻
APS/MES/WMS 寰�(f霉)鍚堜汉鎵嶇穵缂猴紝灏� IT 鑸囨キ(y猫)鍕�(w霉)闆欐噦鐨勪汉鎵嶉渶姹傝繀閫熷鍔�銆�
3. 鍒堕�犳キ(y猫)“澶氬搧椤炪�佸皬鎵归噺銆佸叏鐞冧氦浠�”浣� S&OP 闆ｅ害鍗囩礆
瑷堝妰绔汉鎵嶉洠浠ュ煿椁�(y菐ng)锛屼紒妤�(y猫)鏇村偩鍚戜簬寰炴垚鐔熻妤�(y猫)“楂樿柂鎸栦汉”銆�
4. 骞磋紩浜烘墠鍌惧悜浜庝簰鑱�(li谩n)缍�(w菐ng)锛屼笉鎰块�插偝绲�(t菕ng)鍒堕�犳キ(y猫)
渚涙噳(y墨ng)閺堣伔浣嶇浉灏嶇箒鐟�銆佺瘈(ji茅)濂忓揩锛屽皫(d菐o)鑷存眰鑱疯�呯殑鍖归厤搴︿笅闄�銆�
鍏��2025骞翠紒妤�(y猫)渚涙噳(y墨ng)閺堟嫑鑱樿定鍕紙灏氳尝閬旇瀵燂級
1. “绯荤当(t菕ng)鍖栬兘鍔�”鎴愮偤鎷涜仒绗竴瑕佹眰
涓嶅儏鎳傞噰璩兼垨鐗╂祦锛岄倓瑕佹噦娴佺▼瑷�(sh猫)瑷堛�佹噦 ERP/MES/WMS銆�
2. “鏁�(sh霉)鎿�(j霉) + 渚涙噳(y墨ng)閺�”鎴愮偤宕椾綅妯�(bi膩o)閰�
Python銆�SQL銆�BI 宸ュ叿閫愭几鎴愮偤瑷堝妰/閬嬬嚐宕椾綅鐨勫繀鍌欐妧鑳�銆�
3. 浼佹キ(y猫)闁嬪澶ц(gu墨)妯℃嫑鑱�“渚涙噳(y墨ng)閺堟暩(sh霉)瀛楀寲 PM”
鐢ㄤ締鎵撻�� IT 鑸囨キ(y猫)鍕�(w霉)瑾炶█锛岄檷浣庨爡鐩け鏁楃巼銆�
4. 璺ㄥ鐗╂祦浜烘墠鏃ヨ柂/鍛ㄨ柂鍒惰垐璧�
澶ч噺浼佹キ(y猫)鍑虹従(xi脿n)“瀛ｇ瘈(ji茅)鎬х己浜�”锛岄潏娲荤敤宸ュ揩閫熸摯寮点��
5. 楂樼宕椾綅鐨勫�欓伕浜洪枊濮嬪悜鏉窞銆佷笂娴烽伔绉�
瀵ф尝浼佹キ(y猫)鐐轰簡鐣欎汉锛岄渶瑕佹彁鍗囪柂閰拰鑲℃瑠(qu谩n)婵�鍕点��
涓�銆佸皪浜庝紒妤�(y猫)锛�2025渚涙噳(y墨ng)閺堜汉鎵嶅惛寮曞缓璀�
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