{"id":11773,"date":"2023-10-11T13:57:52","date_gmt":"2023-10-11T05:57:52","guid":{"rendered":"https:\/\/ihower.tw\/blog\/?p=11773"},"modified":"2026-01-04T03:59:35","modified_gmt":"2026-01-03T19:59:35","slug":"aie-ai-engineer","status":"publish","type":"post","link":"https:\/\/ihower.tw\/blog\/11773-aie-ai-engineer","title":{"rendered":"\u611b\u597d AI Engineer \u9031\u5831 \ud83d\ude80 \u751f\u6210\u5f0f AI \u5de5\u7a0b\u5e2b\u7684\u5d1b\u8d77 #00"},"content":{"rendered":"\n<p>\u6211\u4e5f\u4f86\u958b\u96fb\u5b50\u5831\u5566 \uff0c\u5b9a\u4f4d\u662f\u91dd\u5c0d\u6703\u5beb\u9ede code \u7684\u670b\u53cb\uff0c\u63d0\u4f9b\u95dc\u65bc AI Engineer, LLM \u61c9\u7528\u958b\u767c, Prompt Engineering \u7b49\u6bd4\u8f03\u6df1\u5165\u7684\u5167\u5bb9\u8ddf\u63a8\u85a6\u6587\u7ae0\u3002<\/p>\n\n\n\n<p>\u767c\u4fe1\u983b\u7387\u5e0c\u671b\u80fd\u7dad\u6301\u9694\u9031\u4e00\u6b21\u3002\u6211\u4e0d\u6c42\u767c\u5e03\u6700\u5feb\u7684 AI \u76f8\u95dc\u65b0\u805e\uff0c\u6216\u662f\u5206\u4eab\u6700\u524d\u6cbf\u7684\u7814\u7a76 papers\u3002\u800c\u662f\u5e0c\u671b\u91dd\u5c0d\u61c9\u7528\u8edf\u9ad4\u5de5\u7a0b\u5e2b\u3001\u5168\u7aef\u5de5\u7a0b\u5e2b\u5011\uff0c\u63d0\u4f9b\u958b\u767c AI \u61c9\u7528\u80fd\u6d3e\u4e0a\u7528\u5834\u7684\u5167\u5bb9\u3002<\/p>\n\n\n\n<p>\u8a02\u95b1 \u611b\u597d Generative AI Engineer \u96fb\u5b50\u5831\u00a0<img loading=\"lazy\" decoding=\"async\" height=\"16\" width=\"16\" src=\"https:\/\/static.xx.fbcdn.net\/images\/emoji.php\/v9\/t51\/1\/16\/1f449.png\" alt=\"\ud83d\udc49\"> <a href=\"https:\/\/ihower.tw\/opt-in\/gai\"><strong>ihower.tw\/opt-in\/gai<\/strong><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/ihower.tw\/blog\/archives\/category\/aie\">\u700f\u89bd\u6240\u6709\u671f\u6578\u9ede\u9019<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u96fb\u5b50\u5831\u7b2c0\u7bc7\u5167\u5bb9\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1.jpeg\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" data-attachment-id=\"11775\" data-permalink=\"https:\/\/ihower.tw\/blog\/11773-aie-ai-engineer\/20231009-1\" data-orig-file=\"https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1.jpeg\" data-orig-size=\"1024,1024\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"20231009-1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1-300x300.jpeg\" data-large-file=\"https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1.jpeg\" src=\"https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1.jpeg\" alt=\"\" class=\"wp-image-11775\" srcset=\"https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1.jpeg 1024w, https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1-300x300.jpeg 300w, https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1-150x150.jpeg 150w, https:\/\/ihower.tw\/blog\/wp-content\/uploads\/2023\/10\/20231009-1-768x768.jpeg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<!--more-->\n\n\n\n<p>Hello! \u4f60\u597d&nbsp;<img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/15.0\/1f44b\/32.png\" alt=\"\ud83d\udc4b\"><\/p>\n\n\n\n<p>\u6211\u662f ihower\uff0c\u611f\u8b1d\u8a02\u95b1\u6211\u7684 Generative AI Engineer \u9031\u5831\u3002\u9996\u5148\uff0c\u8b93\u6211\u8ddf\u4f60\u5206\u4eab\u5e7e\u7bc7\u6587\u7ae0\uff0c\u4ecb\u7d39\u4ec0\u9ebc\u662f Generative AI Engineer (\u751f\u6210\u5f0fAI\u5de5\u7a0b\u5e2b)\uff0c\u9019\u4e5f\u662f\u672c\u9031\u5831\u7684\u5b9a\u4f4d\u3002<br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/15.0\/1f51d\/32.png\" alt=\"\ud83d\udd1d\"><a href=\"https:\/\/www.latent.space\/p\/ai-engineer\" target=\"_blank\" rel=\"noreferrer noopener\">The Rise of the AI Engineer<\/a><\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/ci3.googleusercontent.com\/proxy\/bwGk6t4VeEjUetT_PQtAsYXTDLMcmcVYpMX2dQ9v8fmHGB5r44AB-W44kcfiLWrY0yPfm495WuwAwjxKclPaU5IyvEtxBc43K-wftKcXNq0UBRL7XSI7LRuRL_TEB6gDBLDz4CDt4ntHiwfF7LVAeCivksNq=s0-d-e1-ft#https:\/\/gallery.eomail1.com\/476855be-63fc-11ee-ad4b-b75b2c5ce28f%2F1696937809630-1696937808498.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>AI Engineer \u7531\u7f8e\u570b\u77e5\u540d\u79d1\u6280\u90e8\u843d\u683c\u4e3b swyx \u91cd\u65b0\u5b9a\u7fa9\u7684\u65b0\u8077\u7a2e\uff0c\u6211\u5011\u4ee5 LLM API \u70ba\u754c: \u5de6\u5074\u8ca0\u8cac\u7814\u767c\u6a21\u578b\u63d0\u4f9b API\u3002\u53f3\u7aef\u5247\u662f\u65b0\u5d1b\u8d77\u7684 AI \u5de5\u7a0b\u5e2b\u3002<\/p>\n\n\n\n<p>\u5728 ChatGPT \u4e4b\u524d\uff0c\u5982\u679c\u6211\u5011\u60f3\u505a AI \u61c9\u7528\uff0c\u6703\u9700\u8981\u6a5f\u5668\u5b78\u7fd2\u5de5\u7a0b\u5e2b\uff0c\u5f9e\u982d\u5f8c\u8a13\u7df4\u6a21\u578b\uff0c\u8017\u6642\u6578\u500b\u6708\u4f86\u7814\u767c\u3002<br>\u5728 ChatGPT \u4e4b\u5f8c\uff0c\u6211\u5011\u4e0d\u9700\u8981\u5f9e\u982d\u8a13\u7df4\u6a21\u578b\u4e86\uff0c\u6211\u5011\u53ea\u9700\u8981\u4e0b\u63d0\u793a\u8a5e Prompt\uff0c\u5c31\u53ef\u4ee5\u5f88\u5feb\u958b\u767c\u51fa AI \u7522\u54c1\u539f\u578b\u3002<br>\u4e0d\u904e\uff0c\u9b54\u9b3c\u85cf\u5728\u5de5\u7a0b\u7d30\u7bc0\u88e1\uff0c\u63a5\u8457\u5c31\u6709 Prompt Engineering, LLM Tooling,&nbsp;Vector Database, RAG, AI UX, Agents, Langchain&#8230;. \u7b49\u7b49\u8b70\u984c<br>\u9019\u4e9b\u4e8b\u60c5\u4e0d\u662f\u6a5f\u5668\u5b78\u7fd2\u5de5\u7a0b\u5e2b\u3001\u4e5f\u4e0d\u662f\u79d1\u5b78\u5bb6\u5728\u505a\u7684\u4e8b\uff0c\u800c\u662f\u5c6c\u65bc\u61c9\u7528\u9762\u7684\u5be6\u4f5c\u3002<\/p>\n\n\n\n<p>\u64da ChatGPT \u4e0d\u8ca0\u8cac\u4f30\u8a08\uff0c\u6a5f\u5668\u5b78\u7fd2\u7684\u5f9e\u696d\u4eba\u54e1\uff0c\u5168\u7403\u7d04\u6709\u6578\u5341\u842c\u4eba\uff0c\u4f46\u662f\u5f9e\u4e8b\u8edf\u9ad4\u958b\u767c\u537b\u6709\u6578\u5343\u842c\u4eba\uff0c\u662f\u767e\u500d\u7684\u591a\u3002<br>\u96a8\u8457\u958b\u767c AI \u61c9\u7528\u7684\u9580\u6abb\u964d\u4f4e\uff0c\u52e2\u5fc5\u6703\u6709\u8d8a\u4f86\u8d8a\u591a\u8edf\u9ad4\u5de5\u7a0b\u5e2b\u6703\u9010\u6f38\u638c\u63e1\u4f7f\u7528 LLM API \u6280\u80fd\uff0c\u5d1b\u8d77\u6210\u70ba\u65b0\u7684 AI Enginner\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/15.0\/1f44d\/32.png\" alt=\"\ud83d\udc4d\"><a href=\"https:\/\/twitter.com\/karpathy\/status\/1674873002314563584\" target=\"_blank\" rel=\"noreferrer noopener\">Andrej Karpathy&#8217;s tweet<\/a><\/h3>\n\n\n\n<p>Andrej Karpathy \u662f OpenAI \u6700\u77e5\u540d\u7684 AI \u7814\u7a76\u79d1\u5b78\u5bb6\u548c\u5171\u540c\u5275\u8fa6\u4eba\uff0c\u4ed6\u56de\u8986\u4e86 swyx \u7684 tweet\uff0c\u66f4\u76f4\u63a5\u7684\u8aaa\u51fa:&nbsp;<\/p>\n\n\n\n<p>* LLM \u5275\u9020\u4e86\u65b0\u7684\u62bd\u8c61\u5c64\u548c\u5c08\u696d<br>* \u53eb\u505a Prompt Engineer \u4ed6\u4e5f\u89ba\u5f97\u4e0d\u597d\uff0c\u56e0\u70ba\u5de5\u4f5c\u4e0d\u53ea\u6709 Prompt Engineering<br>* \u53eb\u505a AI Enginner \u53ef\u80fd\u4e5f\u6709\u9ede\u4e0d\u5920\u6e05\u695a\u592a\u5ee3 (\u56e0\u6b64\u6211\u8a8d\u70ba\u52a0\u4e0a Generative \u6703\u66f4\u597d)<br>* AI \u5de5\u7a0b\u5e2b\u7684\u6578\u91cf\u6703\u9060\u6bd4 ML \u5de5\u7a0b\u5e2b\u591a\uff0c\u800c\u4e14\u751a\u81f3\u4e0d\u9700\u8981\u5b78\u600e\u9ebc\u8a13\u7df4\u6a21\u578b\u4e86<\/p>\n\n\n\n<p>* LLM \u5275\u9020\u4e86\u65b0\u7684\u62bd\u8c61\u5c64\u548c\u5c08\u696d * \u53ebPrompt Engineer \u4ed6\u4e5f\u89ba\u5f97\u4e0d\u597d\uff0c\u56e0\u70ba\u5de5\u4f5c\u4e0d\u53ea\u6709Prompt Engineering * \u53ebAI Enginner \u53ef\u80fd\u4e5f\u6709\u9ede\u4e0d\u5920\u6e05\u695a\u592a\u5ee3\uff08\u56e0\u6b64\u6211\u8a8d\u70ba\u6211\u52a0\u4e0aGenerative\u6703\u66f4\u597d) * AI \u5de5\u7a0b\u5e2b\u8a13\u7df4\u7684\u6578\u91cf\u6703\u9060\u6bd4 ML \u5de5\u7a0b\u5e2b\u591a\uff0c\u800c\u4e14\u751a\u81f3\u4e0d\u9700\u8981\u5b78\u600e\u9ebc\u6a21\u578b\u4e86<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/15.0\/1f3af\/32.png\" alt=\"\ud83c\udfaf\"><a href=\"https:\/\/vgod.medium.com\/%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E5%B7%A5%E7%A8%8B%E5%92%8Cmlops%E7%9A%84%E5%85%B8%E7%AF%84%E8%BD%89%E7%A7%BB-1939abeeb80d\" target=\"_blank\" rel=\"noreferrer noopener\">\u6a5f\u5668\u5b78\u7fd2\u5de5\u7a0b\u548cMLOps\u7684\u5178\u7bc4\u8f49\u79fb<\/a><\/h3>\n\n\n\n<p>vgod \u662f\u77e5\u540d\u7684\u795e\u4e4e\u5176\u6280\u8edf\u9ad4\u5de5\u7a0b\u5e2b\uff0c\u5728\u9019\u7bc7\u6587\u7ae0\u4e2d\uff0c\u63d0\u5230\u4e86\u9019\u662f\u65b0\u7684\u5178\u7bc4\u8f49\u79fb:&nbsp;<br>\u505a\u61c9\u7528\u7684\u300cAI\u5de5\u7a0b\u5e2b\u300d\u6703\u589e\u52a0\uff0c\u4f46\u4ed6\u5011\u7684\u5de5\u4f5c\u8ddf\u50b3\u7d71ML\u958b\u767c\u6d41\u7a0b\u4e0d\u6703\u6709\u592a\u5927\u95dc\u4fc2\u3002<br><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/15.0\/1f6a7\/32.png\" alt=\"\ud83d\udea7\"><a href=\"https:\/\/www.pinecone.io\/learn\/llm-ecosystem\/\" target=\"_blank\" rel=\"noreferrer noopener\">LLMs Are Not All You Need<\/a><\/h3>\n\n\n\n<p>\u6709\u4e86 LLM \u6a21\u578b\u9084\u4e0d\u5920\uff0c\u9019\u7bc7\u6587\u7ae0\u8aaa\u660e\u4e86\u5efa\u69cb\u4e00\u500b AI \u61c9\u7528\uff0c\u9084\u9700\u8981\u54ea\u4e9b\u5de5\u4f5c\uff0c\u9019\u4e9b\u5de5\u4f5c\u90fd\u5c6c\u65bc AI Engineer \u7684\u7bc4\u7587\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/fonts.gstatic.com\/s\/e\/notoemoji\/15.0\/1f44a\/32.png\" alt=\"\ud83d\udc4a\"><a href=\"https:\/\/gamma.app\/public\/-Generative-AI-Engineer-LLM-Roadmap-muj5lwntrymx8nh\" target=\"_blank\" rel=\"noreferrer noopener\">\u6dfa\u8ac7 Generative AI Engineer \u548c LLM \u61c9\u7528\u958b\u767c Roadmap<\/a><\/h3>\n\n\n\n<p>\u9019\u662f\u6211\u5de5\u4f5c\u574a\u8ab2\u7a0b\u7684\u7cbe\u83ef\u6295\u5f71\u7247\uff0c\u4ecb\u7d39\u4e86 LLM \u61c9\u7528\u958b\u767c\u7684\u5404\u500b\u9762\u5411\uff0c\u5305\u62ec Prompt Engineering \u548c\u5404\u7a2e\u61c9\u7528\u5834\u666f\u9700\u8981\u89e3\u6c7a\u7684\u5de5\u7a0b\u554f\u984c\u7b49\u3002<br>\u82e5\u4f60\u9084\u6c92\u6709\u770b\u904e\uff0c\u5225\u932f\u904e\u4e86\u3002\u82e5\u4f60\u559c\u6b61\u6211\u7684\u5167\u5bb9\uff0c\u6b61\u8fce\u95dc\u6ce8\u6211\u7684<a href=\"https:\/\/ihower.tw\/notes\/llm-app-workshop\" target=\"_blank\" rel=\"noreferrer noopener\">\u5de5\u4f5c\u574a\u8ab2\u7a0b<\/a>\uff0c\u6709\u66f4\u591a\u88dc\u5145\u5167\u5bb9\u548c\u7a0b\u5f0f\u78bc\u5be6\u505a\u3002<\/p>\n\n\n\n<p>&#8212;-<\/p>\n\n\n\n<p><br>\u6700\u5f8c\uff0c\u63a8\u85a6\u4e00\u500b\u700f\u89bd\u5668\u5916\u639b\u662f<a href=\"https:\/\/immersivetranslate.com\/zh-TW\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6c89\u6d78\u5f0f\u7ffb\u8b6f<\/a>\uff0c\u9019\u53ef\u4ee5\u5927\u5927\u52a0\u901f\u95b1\u8b80\u82f1\u6587\u6587\u7ae0\u7684\u901f\u5ea6\u3002<br>\u5e0c\u671b\u4f60\u6703\u559c\u6b61\u9019\u4efd\u9031\u5831\uff0c\u8b1d\u8b1d\u3002<\/p>\n\n\n\n<p>\u2013 ihower<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u4e5f\u4f86\u958b\u96fb\u5b50\u5831\u5566 \uff0c\u5b9a\u4f4d\u662f\u91dd\u5c0d\u6703\u5beb\u9ede code \u7684\u670b\u53cb\uff0c\u63d0\u4f9b\u95dc\u65bc AI Engineer, LLM \u61c9\u7528\u958b\u767c, &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/ihower.tw\/blog\/11773-aie-ai-engineer\" class=\"more-link\">\u95b1\u8b80\u5168\u6587<span class=\"screen-reader-text\">\u3008\u611b\u597d AI Engineer \u9031\u5831 \ud83d\ude80 \u751f\u6210\u5f0f AI \u5de5\u7a0b\u5e2b\u7684\u5d1b\u8d77 #00\u3009<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[91],"tags":[],"class_list":["post-11773","post","type-post","status-publish","format-standard","hentry","category-aie","entry"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1q6tG-33T","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/11773","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/comments?post=11773"}],"version-history":[{"count":11,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/11773\/revisions"}],"predecessor-version":[{"id":13610,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/11773\/revisions\/13610"}],"wp:attachment":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/media?parent=11773"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/categories?post=11773"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/tags?post=11773"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}