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\u7b7e\u7ea6\u7684\u6cd5\u4eba\u5ba2\u6237\uff0c\u4e0d\u542b\u81ea\u7136\u4eba<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6570\u636e\u6807\u51c6<\/strong><\/td>\n<td>\u547d\u540d\u3001\u683c\u5f0f\u3001\u7f16\u7801\u89c4\u5219<\/td>\n<td>\u624b\u673a\u53f7\u7edf\u4e0011\u4f4d\u6570\u5b57\u3001\u5730\u533a\u75286\u4f4d\u884c\u653f\u533a\u5212\u7801<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6570\u636e\u8d23\u4efb\u8868<\/strong><\/td>\n<td>\u8c01\u4ea7\u751f\u3001\u8c01\u7ef4\u62a4\u3001\u8c01\u4f7f\u7528<\/td>\n<td>\u9500\u552e\u90e8\u7ef4\u62a4&#8221;\u5ba2\u6237\u6863\u6848&#8221;\u3001\u8d22\u52a1\u90e8\u4f7f\u7528&#8221;\u5e94\u6536\u6b3e&#8221;<\/td>\n<\/tr>\n<\/table>\n<p><\/p>\n<p>\u8fd93\u5f20\u8868\u7528Excel\u5c31\u80fd\u7ba1\u7406\uff0c\u5173\u952e\u662f<strong>\u8ba9\u6240\u6709\u76f8\u5173\u65b9\u7b7e\u5b57\u786e\u8ba4<\/strong>\u3002\u67d0\u8bbe\u8ba1\u7814\u53d1\u4f01\u4e1a\u5728\u5c0f\u8bfaIT\u534f\u52a9\u4e0b\uff0c\u5148\u4ece&#8221;\u9879\u76ee\u7f16\u53f7&#8221;\u8fd9\u4e00\u4e2a\u5b57\u6bb5\u5165\u624b\u7edf\u4e00\u89c4\u8303\uff0c6\u4e2a\u6708\u6269\u5c55\u5230\u5168\u90e8\u6838\u5fc3\u5b9e\u4f53\uff0c<strong>\u9879\u76ee\u6570\u636e\u4e00\u81f4\u6027\u4ece60%\u63d0\u5347\u523095%<\/strong>\u3002<\/p>\n<p><\/p>\n<p><h3>\u7b2c4\u6b65\uff1a\u9009\u5de5\u5177\u2014\u2014&#8221;\u591f\u7528\u5c31\u597d&#8221;\u7684\u8f7b\u91cf\u5316\u6280\u672f\u6808<\/h3>\n<\/p>\n<p><\/p>\n<p>\u4e2d\u5c0f\u4f01\u4e1a\u4e0d\u8981\u76f2\u76ee\u4e0a\u5927\u6570\u636e\u5e73\u53f0\u3002<strong>\u5148\u7528\u597d\u73b0\u6709\u5de5\u5177\uff0c\u518d\u8003\u8651\u4e13\u4e1a\u5e73\u53f0<\/strong>\uff1a<\/p>\n<p><\/p>\n<p>&#8211; <strong>\u6570\u636e\u96c6\u6210<\/strong>\uff08\u53ef\u9009\uff09\uff1a\u7528ETL\u5de5\u5177\uff08\u5982Kettle\u514d\u8d39\u7248\u3001Airbyte\u5f00\u6e90\u7248\uff09\u6253\u901a\u5404\u4e1a\u52a1\u7cfb\u7edf<\/p>\n<p>&#8211; <strong>\u6570\u636e\u5b58\u50a8<\/strong>\uff1a\u7528MySQL\/PostgreSQL + \u4e91\u5bf9\u8c61\u5b58\u50a8\uff08OSS\/COS\uff09<\/p>\n<p>&#8211; <strong>\u6570\u636e\u5206\u6790<\/strong>\uff08\u63a8\u8350\uff09\uff1aPower BI\uff08\u4e2d\u5c0f\u4f01\u4e1a\u7248\u514d\u8d39\uff09\u3001FineBI\u3001Metabase\uff08\u5f00\u6e90\uff09<\/p>\n<p>&#8211; <strong>\u6570\u636e\u8d28\u91cf<\/strong>\uff1a\u7528\u5f00\u6e90\u7684Great Expectations\u505a\u57fa\u7840\u6821\u9a8c<\/p>\n<p>&#8211; <strong>\u5143\u6570\u636e\u7ba1\u7406<\/strong>\uff1aExcel\u6216\u5f00\u6e90\u5de5\u5177Apache Atlas<\/p>\n<p><\/p>\n<p><strong>\u6295\u5165\u5efa\u8bae<\/strong>\uff1a\u4e2d\u5c0f\u4f01\u4e1a\u6570\u636e\u6cbb\u7406\u7b2c\u4e00\u5e74\u603b\u9884\u7b97\u5efa\u8bae\u63a7\u5236\u5728<strong>5-15\u4e07\u5143<\/strong>\uff0c\u4e3b\u8981\u82b1\u5728\u5de5\u5177\u8ba2\u9605\u548c\u5916\u90e8\u54a8\u8be2\u4e0a\uff0c\u4e0d\u8981\u4e00\u4e0a\u6765\u5c31\u4e70\u51e0\u5341\u4e07\u7684&#8221;\u5927\u5e73\u53f0&#8221;\u3002<\/p>\n<p><\/p>\n<p><h3>\u7b2c5\u6b65\uff1a\u8dd1\u8fd0\u8425\u2014\u2014\u8ba9\u6570\u636e\u6cbb\u7406&#8221;\u98de\u8f6e\u8f6c\u8d77\u6765&#8221;<\/h3>\n<\/p>\n<p><\/p>\n<p>\u6570\u636e\u6cbb\u7406\u6700\u6015&#8221;\u5efa\u5b8c\u5373\u5f03&#8221;\u3002\u8981\u8ba9\u6cbb\u7406\u4f53\u7cfb\u771f\u6b63\u8fd0\u8f6c\uff0c\u9700\u8981\u5efa\u7acb3\u4e2a\u673a\u5236\uff1a<\/p>\n<p><\/p>\n<p>1. <strong>\u6708\u5ea6\u6570\u636e\u5065\u5eb7\u5ea6\u62a5\u544a<\/strong>\uff1a\u75285-10\u4e2a\u6838\u5fc3\u6307\u6807\uff08\u5982\u6570\u636e\u5b8c\u6574\u7387\u3001\u4e00\u81f4\u7387\u3001\u65f6\u6548\u6027\uff09\u76d1\u63a7\u6570\u636e\u8d28\u91cf<\/p>\n<p>2. <strong>\u5b63\u5ea6\u6570\u636e\u8bc4\u5ba1\u4f1a<\/strong>\uff1a\u6570\u636e\u7ba1\u5bb6\u6c47\u62a5\u95ee\u9898\u3001\u5206\u4eab\u6539\u8fdb\u6848\u4f8b<\/p>\n<p>3. <strong>\u5e74\u5ea6\u6570\u636e\u8d44\u4ea7\u76d8\u70b9<\/strong>\uff1a\u50cf\u76d8\u70b9\u56fa\u5b9a\u8d44\u4ea7\u4e00\u6837\u76d8\u70b9\u6570\u636e\u8d44\u4ea7\uff0c\u5f62\u6210&#8221;\u6570\u636e\u8d44\u4ea7\u8d1f\u503a\u8868&#8221;<\/p>\n<p><\/p>\n<p>\u67d0\u7cbe\u5bc6\u5236\u9020\u4f01\u4e1a\u7528&#8221;\u6570\u636e\u5065\u5eb7\u5ea6\u7ea2\u7eff\u706f&#8221;\u673a\u5236\uff0c<strong>\u6bcf\u4e2a\u6708\u5e95\u81ea\u52a8\u751f\u6210\u770b\u677f\uff0c\u7eff\u706f\u226590%\u8fbe\u6807\u3001\u9ec4\u706f70-90%\u9884\u8b66\u3001\u7ea2\u706f<70%\u5fc5\u6539<\/strong>\uff0c12\u4e2a\u6708\u540e\u4ece\u521d\u59cb\u768465%\u63d0\u5347\u523092%\uff0c\u5f7b\u5e95\u544a\u522b&#8221;\u6570\u636e\u810f\u4e71\u5dee&#8221;\u3002<\/p>\n<p><\/p>\n<p><h2>\u4e09\u3001\u907f\u5751\u6307\u5357\uff1a\u4e2d\u5c0f\u4f01\u4e1a\u6570\u636e\u6cbb\u7406\u76845\u5927\u5e38\u89c1\u5751<\/h2>\n<\/p>\n<p><\/p>\n<table>\n<tr>\n<th>\u5751<\/th>\n<th>\u73b0\u8c61<\/th>\n<th>\u907f\u5751\u5efa\u8bae<\/th>\n<\/tr>\n<tr>\n<td><strong>\u4e00\u4e0a\u6765\u5c31\u4e70\u5e73\u53f0<\/strong><\/td>\n<td>\u6295\u516550\u4e07\u4e70\u5e73\u53f0\uff0c1\u5e74\u540e\u65e0\u4eba\u7528<\/td>\n<td>\u5148\u8dd1\u901a\u6d41\u7a0b\u3001\u660e\u786e\u9700\u6c42\uff0c\u518d\u5339\u914d\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td><strong>IT\u90e8\u95e8\u5355\u5175\u4f5c\u6218<\/strong><\/td>\n<td>IT\u63a8\u89c4\u8303\u3001\u4e1a\u52a1\u4e0d\u914d\u5408<\/td>\n<td>\u5fc5\u987b\u6709\u4e1a\u52a1\u90e8\u95e8&#8221;\u4e00\u628a\u624b&#8221;\u6302\u5e05<\/td>\n<\/tr>\n<tr>\n<td><strong>\u8d2a\u5927\u6c42\u5168<\/strong><\/td>\n<td>\u60f3\u4e00\u6b21\u6cbb\u7406\u6240\u6709\u6570\u636e<\/td>\n<td>\u9009\u53d61-2\u4e2a\u6838\u5fc3\u4e1a\u52a1\u573a\u666f\u8bd5\u70b9<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5ffd\u7565\u6570\u636e\u5b89\u5168<\/strong><\/td>\n<td>\u6cbb\u7406\u4e86&#8221;\u770b\u5f97\u89c1&#8221;\u7684\u6570\u636e\uff0c\u5ffd\u7565\u4e86&#8221;\u770b\u4e0d\u89c1&#8221;\u7684<\/td>\n<td>\u540c\u6b65\u89c4\u5212\u6570\u636e\u5206\u7c7b\u5206\u7ea7\u548c\u8bbf\u95ee\u63a7\u5236<\/td>\n<\/tr>\n<tr>\n<td><strong>\u6ca1\u6709\u6301\u7eed\u8fd0\u8425<\/strong><\/td>\n<td>\u6cbb\u7406\u9879\u76ee\u7ed3\u675f\u5c31\u89e3\u6563\u56e2\u961f<\/td>\n<td>\u628a\u6570\u636e\u6cbb\u7406\u7eb3\u5165\u5e74\u5ea6KPI\u548c\u9884\u7b97<\/td>\n<\/tr>\n<\/table>\n<p><\/p>\n<p><h2>\u56db\u3001\u7ed9\u4e2d\u5c0f\u4f01\u4e1a\u7684&#8221;3\u4e2a\u6708\u901f\u8d62&#8221;\u5efa\u8bae<\/h2>\n<\/p>\n<p><\/p>\n<p>\u5982\u679c\u4f60\u53ea\u67093\u4e2a\u6708\u65f6\u95f4\uff0c\u5efa\u8bae\u6309\u4ee5\u4e0b\u8282\u594f\u8dd1\uff1a<\/p>\n<p><\/p>\n<p>&#8211; 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