{"id":54147,"date":"2026-02-03T00:01:11","date_gmt":"2026-02-03T00:01:11","guid":{"rendered":"https:\/\/mihcm.com\/?p=54147"},"modified":"2026-02-03T01:44:33","modified_gmt":"2026-02-03T01:44:33","slug":"predictive-hiring-analytics-for-smes","status":"publish","type":"post","link":"https:\/\/mihcm.com\/vn\/resources\/blog\/predictive-hiring-analytics-for-smes\/","title":{"rendered":"Ph\u00e2n t\u00edch tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n cho doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs)"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"54147\" class=\"elementor elementor-54147\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4ed238c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ed238c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0c47dda\" data-id=\"0c47dda\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19e8deb elementor-widget elementor-widget-text-editor\" data-id=\"19e8deb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ph\u00e2n t\u00edch tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n s\u1eed d\u1ee5ng d\u1eef li\u1ec7u nh\u00e2n s\u1ef1 v\u00e0 tuy\u1ec3n d\u1ee5ng l\u1ecbch s\u1eed \u0111\u1ec3 t\u1ea1o ra c\u00e1c t\u00edn hi\u1ec7u ph\u00f9 h\u1ee3p v\u1edbi \u1ee9ng vi\u00ean, gi\u00fap nh\u00e0 tuy\u1ec3n d\u1ee5ng \u01b0u ti\u00ean \u1ee9ng vi\u00ean, r\u00fat ng\u1eafn chu k\u1ef3 tuy\u1ec3n d\u1ee5ng v\u00e0 gi\u1ea3m t\u1ef7 l\u1ec7 ngh\u1ec9 vi\u1ec7c s\u1edbm.<\/p><p>\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs), c\u00e1c ph\u01b0\u01a1ng ph\u00e1p n\u00e0y cung c\u1ea5p m\u1ed9t con \u0111\u01b0\u1eddng th\u1ef1c ti\u1ec5n \u0111\u1ec3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ed9i ng\u0169 ph\u00e2n t\u00edch l\u1edbn. C\u00e1c SMEs th\u01b0\u1eddng s\u1edf h\u1eefu c\u00e1c d\u1eef li\u1ec7u h\u1eefu \u00edch t\u1eeb h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 (HRIS) v\u00e0 h\u1ec7 th\u1ed1ng theo d\u00f5i \u1ee9ng vi\u00ean (ATS) (\u0111\u01a1n \u1ee9ng tuy\u1ec3n, \u0111\u00e1nh gi\u00e1 ph\u1ecfng v\u1ea5n, k\u1ebft qu\u1ea3 tuy\u1ec3n d\u1ee5ng) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00e1i s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e1c m\u00f4 h\u00ecnh nh\u1eb9 v\u00e0 tri\u1ec3n khai th\u1eed nghi\u1ec7m nhanh ch\u00f3ng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0542fa elementor-widget elementor-widget-heading\" data-id=\"c0542fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">T\u1ea1i sao c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs) n\u00ean quan t\u00e2m ngay b\u00e2y gi\u1edd? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0e1048 elementor-widget elementor-widget-text-editor\" data-id=\"e0e1048\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>C\u00e1c \u0111\u1ed9i tuy\u1ec3n d\u1ee5ng tinh g\u1ecdn ph\u1ea3i tuy\u1ec3n d\u1ee5ng nhanh h\u01a1n v\u00e0 th\u00f4ng minh h\u01a1n; c\u00e1c t\u00edn hi\u1ec7u d\u1ef1 \u0111o\u00e1n t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh s\u00e0ng l\u1ecdc ban \u0111\u1ea7u, gi\u00fap con ng\u01b0\u1eddi t\u1eadp trung v\u00e0o c\u00e1c t\u01b0\u01a1ng t\u00e1c c\u00f3 gi\u00e1 tr\u1ecb cao.<\/li><li>C\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs) c\u00f3 th\u1ec3 tr\u00e1nh \u0111\u01b0\u1ee3c c\u00e1c kho\u1ea3n ph\u00ed \u0111\u1ea1i l\u00fd \u0111\u1eaft \u0111\u1ecf v\u00e0 gi\u1ea3m chi ph\u00ed lu\u00e2n chuy\u1ec3n nh\u00e2n s\u1ef1 s\u1edbm b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p \u01b0u ti\u00ean d\u1ef1a tr\u00ean d\u1eef li\u1ec7u v\u00e0 c\u00e1c can thi\u1ec7p \u0111\u1ecbnh h\u01b0\u1edbng trong qu\u00e1 tr\u00ecnh onboarding.<\/li><li>H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 t\u00edch h\u1ee3p (HRIS + ATS + ph\u00e2n t\u00edch) gi\u00fap gi\u1ea3m thi\u1ec3u chi ph\u00ed t\u00edch h\u1ee3p v\u00e0 r\u00fat ng\u1eafn th\u1eddi gian tri\u1ec3n khai th\u1eed nghi\u1ec7m so v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p ri\u00eang l\u1ebb c\u1ee7a nh\u00e0 cung c\u1ea5p.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d29760 elementor-widget elementor-widget-heading\" data-id=\"1d29760\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Th\u00e0nh c\u00f4ng tr\u00f4ng nh\u01b0 th\u1ebf n\u00e0o sau 90 ng\u00e0y <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0eaa2f elementor-widget elementor-widget-text-editor\" data-id=\"b0eaa2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>M\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh th\u1eed nghi\u1ec7m t\u1eadp trung trong 30\u201390 ng\u00e0y th\u01b0\u1eddng bao g\u1ed3m m\u1ed9t cu\u1ed9c ki\u1ec3m tra d\u1eef li\u1ec7u ban \u0111\u1ea7u, m\u1ed9t m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c (v\u00ed d\u1ee5: t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n trong 90 ng\u00e0y) v\u00e0 t\u00edch h\u1ee3p \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1 \u1ee9ng vi\u00ean v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c hi\u1ec7n c\u00f3 c\u1ee7a h\u1ec7 th\u1ed1ng theo d\u00f5i \u1ee9ng vi\u00ean (ATS) \u0111\u1ec3 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng.<\/p><p>C\u00e1c ti\u00eau ch\u00ed th\u00e0nh c\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh t\u1eeb \u0111\u1ea7u (gi\u1ea3m th\u1eddi gian \u0111\u1ebfn cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u1ea7u ti\u00ean, c\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng, ho\u1eb7c gi\u1ea3m t\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c trong 90 ng\u00e0y) v\u00e0 \u0111\u01b0\u1ee3c theo d\u00f5i th\u00f4ng qua m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u01a1n gi\u1ea3n.<\/p><p>C\u00e1c t\u00edn hi\u1ec7u d\u1ef1 b\u00e1o l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh; ph\u00e1n \u0111o\u00e1n c\u1ee7a con ng\u01b0\u1eddi v\u1eabn l\u00e0 b\u01b0\u1edbc cu\u1ed1i c\u00f9ng, v\u00e0 vi\u1ec7c qu\u1ea3n tr\u1ecb v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPIs) l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 gi\u1ea3m thi\u1ec3u r\u1ee7i ro.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19dafd5 elementor-widget elementor-widget-heading\" data-id=\"19dafd5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nh\u1eefng \u0111i\u1ec1u doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf c\u1ea7n bi\u1ebft <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8f2ef2 elementor-widget elementor-widget-image\" data-id=\"f8f2ef2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/What-SMEs-need-to-know-1024x683.webp\" class=\"attachment-large size-large wp-image-54150\" alt=\"\" srcset=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/What-SMEs-need-to-know-1024x683.webp 1024w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/What-SMEs-need-to-know-300x200.webp 300w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/What-SMEs-need-to-know-768x512.webp 768w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/What-SMEs-need-to-know-18x12.webp 18w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/What-SMEs-need-to-know.webp 1500w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b709cc8 elementor-widget elementor-widget-text-editor\" data-id=\"b709cc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ph\u00e2n t\u00edch tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n s\u1eed d\u1ee5ng d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng v\u00e0 nh\u00e2n s\u1ef1 trong qu\u00e1 kh\u1ee9 \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 \u1ee9ng vi\u00ean v\u00e0 d\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 sau n\u00e0y. C\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u v\u1edbi d\u1eef li\u1ec7u hi\u1ec7n c\u00f3 t\u1eeb h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 (HRIS) ho\u1eb7c h\u1ec7 th\u1ed1ng theo d\u00f5i \u1ee9ng vi\u00ean (ATS), \u00e1p d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u01a1n gi\u1ea3n ho\u1eb7c \u01b0u ti\u00ean d\u1ef1a tr\u00ean quy t\u1eafc, v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 gi\u1ea3m \u0111\u00e1ng k\u1ec3 v\u1ec1 th\u1eddi gian tuy\u1ec3n d\u1ee5ng v\u00e0 t\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c s\u1edbm.<\/p><ul><li>B\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng vi\u1ec7c nh\u1ecf: t\u1eadp trung v\u00e0o 1\u20132 v\u1ecb tr\u00ed c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1edbn v\u00e0 3\u20135 ch\u1ec9 s\u1ed1 KPI (ch\u1ec9 s\u1ed1 ch\u1ea5t l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng, th\u1eddi gian tuy\u1ec3n d\u1ee5ng, t\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c trong 90 ng\u00e0y, t\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean\/ng\u01b0\u1eddi \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng, chi ph\u00ed tuy\u1ec3n d\u1ee5ng).<\/li><li>Y\u00eau c\u1ea7u k\u1ef9 thu\u1eadt t\u1ed1i thi\u1ec3u: c\u00e1c m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c (h\u1ed3i quy logistic, c\u00e2y quy\u1ebft \u0111\u1ecbnh) v\u00e0 ng\u01b0\u1ee1ng \u0111\u01b0\u1ee3c hi\u1ec7u ch\u1ec9nh cho ph\u00e9p th\u1ef1c hi\u1ec7n h\u00e0nh \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn c\u00e1c h\u1ed9p \u0111en kh\u00f4ng minh b\u1ea1ch.<\/li><li>Gi\u00e1m s\u00e1t &amp; c\u00f4ng b\u1eb1ng: Th\u1ef1c hi\u1ec7n ki\u1ec3m tra nh\u00f3m con, c\u00f4ng b\u1ed1 c\u00e1c y\u1ebfu t\u1ed1 ch\u00ednh, v\u00e0 y\u00eau c\u1ea7u ki\u1ec3m tra b\u1edfi con ng\u01b0\u1eddi \u0111\u1ed1i v\u1edbi c\u00e1c tr\u01b0\u1eddng h\u1ee3p bi\u00ean gi\u1edbi.<\/li><li>S\u1eed d\u1ee5ng c\u00e1c m\u00f4-\u0111un t\u00edch h\u1ee3p: (MiHCM Data &amp; AI plus Analytics) \u0111\u1ec3 r\u00fat ng\u1eafn chu k\u1ef3 th\u1eed nghi\u1ec7m v\u00e0 hi\u1ec3n th\u1ecb d\u1ef1 \u0111o\u00e1n tr\u1ef1c ti\u1ebfp trong quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8419922 elementor-widget elementor-widget-heading\" data-id=\"8419922\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Danh s\u00e1ch ki\u1ec3m tra h\u00e0nh \u0111\u1ed9ng nhanh <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c31a09 elementor-widget elementor-widget-text-editor\" data-id=\"8c31a09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li>Ki\u1ec3m tra ngu\u1ed3n d\u1eef li\u1ec7u v\u00e0 t\u00ednh s\u1eb5n c\u00f3 c\u1ee7a ch\u00fang.<\/li><li>X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ec9 s\u1ed1 KPI v\u00e0 vai tr\u00f2 c\u1ee7a c\u00e1c nh\u00f3m th\u1eed nghi\u1ec7m.<\/li><li>Th\u1ef1c hi\u1ec7n m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh th\u1eed nghi\u1ec7m trong v\u00f2ng 30\u201390 ng\u00e0y v\u1edbi c\u00e1c m\u00f4 h\u00ecnh \u0111\u01a1n gi\u1ea3n ho\u1eb7c \u01b0u ti\u00ean d\u1ef1a tr\u00ean quy t\u1eafc.<\/li><li>Theo d\u00f5i t\u00ednh c\u00f4ng b\u1eb1ng v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a m\u00f4 h\u00ecnh h\u00e0ng tu\u1ea7n.<\/li><li>T\u00edch h\u1ee3p \u0111i\u1ec3m s\u1ed1 v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a H\u1ec7 th\u1ed1ng Theo d\u00f5i \u1ee8ng vi\u00ean (ATS) cho c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d67c2a5 elementor-widget elementor-widget-heading\" data-id=\"d67c2a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hi\u1ec3u v\u1ec1 tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n: c\u00e1c kh\u00e1i ni\u1ec7m c\u01a1 b\u1ea3n <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d06074c elementor-widget elementor-widget-text-editor\" data-id=\"d06074c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>H\u1ec7 th\u1ed1ng tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n k\u1ebft h\u1ee3p c\u00e1c b\u01b0\u1edbc thu th\u1eadp d\u1eef li\u1ec7u, x\u1eed l\u00fd \u0111\u1eb7c tr\u01b0ng, x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh, hi\u1ec7u ch\u1ec9nh v\u00e0 tri\u1ec3n khai. \u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME), tr\u1ecdng t\u00e2m n\u00ean \u0111\u1eb7t v\u00e0o t\u00ednh d\u1ec5 hi\u1ec3u v\u00e0 gi\u1ea3m thi\u1ec3u g\u00e1nh n\u1eb7ng chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u.<\/p><p>C\u00e1c th\u00e0nh ph\u1ea7n c\u1ee7a m\u00f4 h\u00ecnh<\/p><ul><li>Nh\u1eadp li\u1ec7u d\u1eef li\u1ec7u: Thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb ATS, HRIS, \u0111\u00e1nh gi\u00e1 v\u00e0 ph\u1ecfng v\u1ea5n v\u00e0o m\u1ed9t b\u1ea3ng duy nh\u1ea5t, \u0111\u01b0\u1ee3c s\u1eafp x\u1ebfp theo \u1ee9ng vi\u00ean v\u00e0 v\u1ecb tr\u00ed.<\/li><li>K\u1ef9 thu\u1eadt c\u00f4ng tr\u00ecnh: X\u00e1c \u0111\u1ecbnh t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i theo ngu\u1ed3n, t\u1ed5ng h\u1ee3p \u0111i\u1ec3m ph\u1ecfng v\u1ea5n, ph\u1ea7n tr\u0103m \u0111\u00e1nh gi\u00e1 v\u00e0 m\u00f4 h\u00ecnh th\u1eddi gian l\u00e0m vi\u1ec7c t\u1eeb c\u00e1c nh\u00e2n vi\u00ean \u0111\u00e3 \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng tr\u01b0\u1edbc \u0111\u00e2y.<\/li><li>M\u1ee5c ti\u00eau m\u00f4 h\u00ecnh h\u00f3a: C\u00e1c m\u1ee5c ti\u00eau ph\u1ed5 bi\u1ebfn bao g\u1ed3m \u201c\u1edf l\u1ea1i 90 ng\u00e0y\u201d (d\u1ea1ng nh\u1ecb ph\u00e2n), r\u1ee7i ro b\u1ecf vi\u1ec7c s\u1edbm (x\u00e1c su\u1ea5t), \u0111\u1ea1i di\u1ec7n cho hi\u1ec7u su\u1ea5t c\u00f4ng vi\u1ec7c (ph\u00e2n t\u00edch h\u1ed3i quy d\u1ef1a tr\u00ean \u0111\u00e1nh gi\u00e1 hi\u1ec7u su\u1ea5t) v\u00e0 \u01b0\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ea1t n\u0103ng su\u1ea5t.<\/li><li>Lo\u1ea1i m\u00f4 h\u00ecnh: Ch\u1ecdn gi\u1eefa h\u1ed3i quy logistic, c\u00e2y quy\u1ebft \u0111\u1ecbnh\/m\u00e1y h\u1ecdc t\u0103ng c\u01b0\u1eddng gradient (GBMs) v\u00e0 b\u1ea3ng \u0111i\u1ec3m \u0111\u01a1n gi\u1ea3n. \u0110i\u1ec3m m\u1ea1nh v\u00e0 h\u1ea1n ch\u1ebf: GBMs th\u01b0\u1eddng c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c nh\u01b0ng l\u00e0m gi\u1ea3m kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch; h\u1ed3i quy v\u00e0 b\u1ea3ng \u0111i\u1ec3m \u01b0u ti\u00ean t\u00ednh minh b\u1ea1ch.<\/li><li>\u0110i\u1ec1u ch\u1ec9nh: Chuy\u1ec3n \u0111\u1ed5i k\u1ebft qu\u1ea3 m\u00f4 h\u00ecnh th\u00e0nh x\u00e1c su\u1ea5t v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean ng\u01b0\u1ee1ng (v\u00ed d\u1ee5: \u01b0u ti\u00ean t\u1ef1 \u0111\u1ed9ng cho 20% tr\u00ean m\u00e0n h\u00ecnh \u0111i\u1ec7n tho\u1ea1i).<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d38835 elementor-widget elementor-widget-heading\" data-id=\"8d38835\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e1c lo\u1ea1i m\u00f4 h\u00ecnh ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c h\u1ea1n ch\u1ebf c\u1ee7a doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b77923f elementor-widget elementor-widget-text-editor\" data-id=\"b77923f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>H\u1ed3i quy logistic: c\u00e1c h\u1ec7 s\u1ed1 nhanh ch\u00f3ng v\u00e0 d\u1ec5 hi\u1ec3u, ph\u1ea3n \u00e1nh t\u00e1c \u0111\u1ed9ng \u1edf c\u1ea5p \u0111\u1ed9 \u0111\u1eb7c tr\u01b0ng.<\/li><li>C\u00e2y quy\u1ebft \u0111\u1ecbnh\/t\u1eadp h\u1ee3p nh\u1ecf: chia t\u00e1ch tr\u1ef1c quan v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u01a1 s\u1edf t\u1ed1t v\u1edbi \u00edt \u0111i\u1ec1u ch\u1ec9nh.<\/li><li>B\u1ea3ng \u0111i\u1ec3m: H\u1ec7 th\u1ed1ng \u0111i\u1ec3m th\u1ee7 c\u00f4ng ho\u1eb7c b\u00e1n t\u1ef1 \u0111\u1ed9ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u1eeb c\u00e1c \u0111\u1eb7c tr\u01b0ng, h\u1eefu \u00edch khi t\u1eadp d\u1eef li\u1ec7u nh\u1ecf.<\/li><\/ul><p>\u00dd ngh\u0129a th\u1ef1c s\u1ef1 c\u1ee7a \u0111i\u1ec3m d\u1ef1 \u0111o\u00e1n: \u0110i\u1ec3m d\u1ef1 \u0111o\u00e1n l\u00e0 c\u00e1c \u01b0\u1edbc t\u00ednh x\u00e1c su\u1ea5t ho\u1eb7c t\u00edn hi\u1ec7u x\u1ebfp h\u1ea1ng, kh\u00f4ng ph\u1ea3i l\u00e0 cam k\u1ebft. S\u1eed d\u1ee5ng x\u00e1c su\u1ea5t \u0111\u00e3 hi\u1ec7u ch\u1ec9nh cho ng\u01b0\u1ee1ng r\u1ee7i ro v\u00e0 \u0111i\u1ec3m x\u1ebfp h\u1ea1ng \u0111\u1ec3 \u01b0u ti\u00ean c\u00f4ng vi\u1ec7c. Tr\u00e1nh coi c\u00e1c s\u1ed1 li\u1ec7u m\u00f4 h\u00ecnh th\u00f4 l\u00e0 tuy\u1ec7t \u0111\u1ed1i; x\u00e1c \u0111\u1ecbnh c\u00e1c quy t\u1eafc v\u1eadn h\u00e0nh k\u1ebft n\u1ed1i \u0111i\u1ec3m s\u1ed1 v\u1edbi h\u00e0nh \u0111\u1ed9ng v\u00e0 c\u00e1c b\u01b0\u1edbc xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi.<\/p><p>Danh s\u00e1ch ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u: \u0110\u1ea3m b\u1ea3o m\u00e3 c\u00f4ng vi\u1ec7c nh\u1ea5t qu\u00e1n, k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c g\u1eafn nh\u00e3n (v\u00ed d\u1ee5: t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n sau 90 ng\u00e0y), m\u00e3 nh\u1eadn d\u1ea1ng ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n, thang \u0111o \u0111\u00e1nh gi\u00e1 v\u00e0 g\u1eafn th\u1ebb k\u00eanh ngu\u1ed3n. C\u00e1c t\u1eadp d\u1eef li\u1ec7u nh\u1ecf s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i t\u1eeb thi\u1ebft k\u1ebf t\u00ednh n\u0103ng c\u1ea9n th\u1eadn h\u01a1n l\u00e0 c\u00e1c m\u00f4 h\u00ecnh ph\u1ee9c t\u1ea1p.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65dbcde elementor-widget elementor-widget-heading\" data-id=\"65dbcde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u1ee3i \u00edch ch\u00ednh c\u1ee7a ph\u00e2n t\u00edch tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs) <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-775af59 elementor-widget elementor-widget-image\" data-id=\"775af59\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Key-benefits-of-predictive-hiring-analytics-for-SMEs-1024x683.webp\" class=\"attachment-large size-large wp-image-54151\" alt=\"\" srcset=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Key-benefits-of-predictive-hiring-analytics-for-SMEs-1024x683.webp 1024w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Key-benefits-of-predictive-hiring-analytics-for-SMEs-300x200.webp 300w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Key-benefits-of-predictive-hiring-analytics-for-SMEs-768x512.webp 768w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Key-benefits-of-predictive-hiring-analytics-for-SMEs-18x12.webp 18w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Key-benefits-of-predictive-hiring-analytics-for-SMEs.webp 1500w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f38ba6 elementor-widget elementor-widget-text-editor\" data-id=\"3f38ba6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ph\u00e2n t\u00edch tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c khi k\u1ebft h\u1ee3p v\u1edbi m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh th\u1eed nghi\u1ec7m c\u00f3 k\u1ef7 lu\u1eadt, c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPIs) r\u00f5 r\u00e0ng v\u00e0 s\u1ef1 gi\u00e1m s\u00e1t c\u1ee7a con ng\u01b0\u1eddi.<\/p><p>L\u1ee3i \u00edch ch\u00ednh<\/p><ul><li>Tuy\u1ec3n d\u1ee5ng nhanh h\u01a1n: \u01afu ti\u00ean c\u00e1c \u1ee9ng vi\u00ean ph\u00f9 h\u1ee3p cao v\u00e0 gi\u1ea3m th\u1eddi gian tuy\u1ec3n d\u1ee5ng b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh s\u00e0ng l\u1ecdc ban \u0111\u1ea7u v\u00e0 ph\u00e2n lo\u1ea1i.<\/li><li>Ch\u1ea5t l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng t\u1ed1t h\u01a1n: K\u1ebft h\u1ee3p \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1, \u0111\u00e1nh gi\u00e1 ph\u1ecfng v\u1ea5n v\u00e0 c\u00e1c t\u00edn hi\u1ec7u k\u1ebft qu\u1ea3 l\u1ecbch s\u1eed \u0111\u1ec3 x\u1ebfp h\u1ea1ng \u1ee9ng vi\u00ean theo x\u00e1c su\u1ea5t th\u00e0nh c\u00f4ng.<\/li><li>Ti\u1ebft ki\u1ec7m chi ph\u00ed: Gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c \u0111\u01a1n v\u1ecb b\u00ean ngo\u00e0i v\u00e0 gi\u1ea3m chi ph\u00ed do tuy\u1ec3n d\u1ee5ng sai ng\u01b0\u1eddi th\u00f4ng qua vi\u1ec7c s\u00e0ng l\u1ecdc s\u1edbm.<\/li><li>C\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean: Ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c nh\u00e2n vi\u00ean c\u00f3 nguy c\u01a1 cao v\u00e0 k\u00edch ho\u1ea1t c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh onboarding m\u1ee5c ti\u00eau ho\u1eb7c hu\u1ea5n luy\u1ec7n qu\u1ea3n l\u00fd \u0111\u1ec3 gi\u1ea3m t\u1ef7 l\u1ec7 ngh\u1ec9 vi\u1ec7c trong 90 ng\u00e0y.<\/li><li>Nh\u1eadn th\u1ee9c v\u1ec1 \u0111a d\u1ea1ng: Ph\u00e1t hi\u1ec7n s\u1ef1 m\u1ea5t c\u00e2n b\u1eb1ng trong ngu\u1ed3n tuy\u1ec3n d\u1ee5ng v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c k\u00eanh t\u1ea1o ra \u1ee9ng vi\u00ean \u0111a d\u1ea1ng v\u00e0 c\u00f3 hi\u1ec7u su\u1ea5t cao h\u01a1n, \u0111\u1ed3ng th\u1eddi \u00e1p d\u1ee5ng c\u00e1c quy \u0111\u1ecbnh qu\u1ea3n l\u00fd \u0111\u1ec3 ng\u0103n ch\u1eb7n s\u1ef1 thi\u00ean v\u1ecb trong qu\u00e1 tr\u00ecnh tuy\u1ec3n d\u1ee5ng.<\/li><\/ul><p>T\u00e1c \u0111\u1ed9ng \u0111\u01b0\u1ee3c \u0111o l\u01b0\u1eddng \u2014 c\u00e1c c\u1ea3i ti\u1ebfn m\u1eabu c\u00f3 th\u1ec3 mong \u0111\u1ee3i<\/p><p>C\u00e1c ngu\u1ed3n t\u00e0i li\u1ec7u h\u1ecdc thu\u1eadt v\u00e0 th\u1ef1c ti\u1ec5n cho th\u1ea5y ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch \u0111\u1ecbnh h\u01b0\u1edbng c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh tuy\u1ec3n d\u1ee5ng v\u00e0 n\u00e2ng cao t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean khi \u0111\u01b0\u1ee3c tri\u1ec3n khai v\u1edbi m\u1ee5c ti\u00eau r\u00f5 r\u00e0ng v\u00e0 c\u01a1 ch\u1ebf qu\u1ea3n l\u00fd ch\u1eb7t ch\u1ebd.<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC7252110\/\" rel=\"nofollow noopener\" target=\"_blank\">Vi\u1ec7n Y t\u1ebf Qu\u1ed1c gia Hoa K\u1ef3\/Th\u01b0 vi\u1ec7n Y khoa Qu\u1ed1c gia, 2020<\/a>), v\u00e0 c\u00e1c chuy\u00ean gia trong ng\u00e0nh cho bi\u1ebft th\u1eddi gian s\u00e0ng l\u1ecdc v\u00e0 th\u1eddi gian tuy\u1ec3n d\u1ee5ng \u0111\u00e3 gi\u1ea3m \u0111\u00e1ng k\u1ec3 nh\u1edd \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. <a href=\"https:\/\/connect.betagammasigma.org\/blogs\/julio-velazquez\/2019\/05\/10\/3-ways-to-improve-efficiency-and-curb-bias-with-ai\" rel=\"nofollow noopener\" target=\"_blank\">T\u00f3m t\u1eaft v\u1ee5 \u00e1n Unilever, 2019<\/a>).<\/p><p>\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs), c\u00e1c m\u1ee5c ti\u00eau th\u1ef1c t\u1ebf t\u1eeb c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m t\u1eadp trung bao g\u1ed3m gi\u1ea3m 15\u201330% th\u1eddi gian t\u1eeb khi n\u1ed9p \u0111\u01a1n \u0111\u1ebfn cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u1ea7u ti\u00ean, t\u0103ng t\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng so v\u1edbi s\u1ed1 l\u01b0\u1ee3ng \u1ee9ng vi\u00ean n\u1ed9p \u0111\u01a1n cho c\u00e1c \u1ee9ng vi\u00ean \u01b0u ti\u00ean, v\u00e0 gi\u1ea3m t\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c trong 90 ng\u00e0y xu\u1ed1ng m\u1ee9c m\u1ed9t ch\u1eef s\u1ed1 trong s\u00e1u th\u00e1ng \u0111\u1ea7u ti\u00ean khi c\u00e1c m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi c\u00e1c bi\u1ec7n ph\u00e1p h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh onboarding. K\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u, lo\u1ea1i c\u00f4ng vi\u1ec7c v\u00e0 vi\u1ec7c t\u00edch h\u1ee3p v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecb043b elementor-widget elementor-widget-heading\" data-id=\"ecb043b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nh\u1eefng d\u1eef li\u1ec7u v\u00e0 ch\u1ec9 s\u1ed1 n\u00e0o c\u1ea7n thu th\u1eadp cho vi\u1ec7c tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73c4c87 elementor-widget elementor-widget-text-editor\" data-id=\"73c4c87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Thu th\u1eadp m\u1ed9t b\u1ed9 d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng v\u00e0 nh\u00e2n s\u1ef1 th\u1ef1c ti\u1ec5n, h\u1ed7 tr\u1ee3 c\u1ea3 m\u00f4 h\u00ecnh h\u00f3a v\u00e0 qu\u1ea3n tr\u1ecb. S\u1eed d\u1ee5ng c\u00e1c tr\u01b0\u1eddng d\u1eef li\u1ec7u m\u00e0 b\u1ea1n \u0111\u00e3 l\u01b0u tr\u1eef trong h\u1ec7 th\u1ed1ng ATS\/HRIS v\u00e0 t\u1eadp trung v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c nh\u00e3n nh\u1ea5t qu\u00e1n.<\/p><p>D\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng quan tr\u1ecdng<\/p><ul><li>Th\u00f4ng tin c\u00e1 nh\u00e2n trong CV: tr\u00ecnh \u0111\u1ed9 h\u1ecdc v\u1ea5n, s\u1ed1 n\u0103m kinh nghi\u1ec7m li\u00ean quan, ch\u1ee9ng ch\u1ec9.<\/li><li>\u0110i\u1ec3m \u0111\u00e1nh gi\u00e1: b\u00e0i ki\u1ec3m tra k\u1ef9 n\u0103ng, b\u00e0i ki\u1ec3m tra l\u1eadp tr\u00ecnh, \u0111\u00e1nh gi\u00e1 m\u1eabu c\u00f4ng vi\u1ec7c s\u1eed d\u1ee5ng thang \u0111o ti\u00eau chu\u1ea9n.<\/li><li>\u0110\u00e1nh gi\u00e1 ph\u1ecfng v\u1ea5n: \u0110i\u1ec3m s\u1ed1 \u0111\u1ecbnh l\u01b0\u1ee3ng theo t\u1eebng ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n v\u00e0 ghi ch\u00fa \u0111\u1ecbnh t\u00ednh.<\/li><li>K\u00eanh ngu\u1ed3n: b\u1ea3ng tin vi\u1ec7c l\u00e0m, gi\u1edbi thi\u1ec7u, c\u00f4ng ty tuy\u1ec3n d\u1ee5ng, m\u1ea1ng x\u00e3 h\u1ed9i \u2014 bao g\u1ed3m ID b\u00e0i \u0111\u0103ng \u0111\u1ec3 \u0111o l\u01b0\u1eddng t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i c\u1ee7a k\u00eanh.<\/li><li>Ch\u1ec9 s\u1ed1 quy tr\u00ecnh: Th\u1eddi gian tuy\u1ec3n d\u1ee5ng, Th\u1eddi gian \u0111\u1ebfn cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u1ea7u ti\u00ean, Th\u1eddi gian \u1edf t\u1eebng giai \u0111o\u1ea1n, T\u1ef7 l\u1ec7 ch\u1ea5p nh\u1eadn \u0111\u1ec1 ngh\u1ecb.<\/li><li>Nh\u00e3n k\u1ebft qu\u1ea3: Tuy\u1ec3n d\u1ee5ng\/Kh\u00f4ng tuy\u1ec3n d\u1ee5ng, T\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n sau 90 ng\u00e0y, Ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t n\u0103m \u0111\u1ea7u ti\u00ean (n\u1ebfu c\u00f3).<\/li><\/ul><p>D\u1eef li\u1ec7u nh\u00e2n s\u1ef1 ho\u1ea1t \u0111\u1ed9ng<\/p><ul><li>Th\u00f4ng tin m\u00f4 t\u1ea3 c\u00f4ng vi\u1ec7c: nh\u00f3m c\u00f4ng vi\u1ec7c, c\u1ea5p b\u1eadc, \u0111\u1ecba \u0111i\u1ec3m, ng\u01b0\u1eddi qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng.<\/li><li>B\u1eadc l\u01b0\u01a1ng, lo\u1ea1i h\u1ee3p \u0111\u1ed3ng v\u00e0 t\u00ecnh tr\u1ea1ng onboarding (c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u00e3 ho\u00e0n th\u00e0nh, ph\u00e2n c\u00f4ng ng\u01b0\u1eddi h\u01b0\u1edbng d\u1eabn).<\/li><li>C\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ban \u0111\u1ea7u: \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1 th\u1eed vi\u1ec7c, c\u00e1c ch\u1ec9 s\u1ed1 n\u0103ng su\u1ea5t trong th\u00e1ng \u0111\u1ea7u ti\u00ean (n\u1ebfu c\u00f3).<\/li><\/ul><p>V\u1ec7 sinh d\u1eef li\u1ec7u v\u00e0 quy\u1ec1n ri\u00eang t\u01b0<\/p><ul><li>Ph\u00e2n lo\u1ea1i c\u00e1c ch\u1ee9c danh c\u00f4ng vi\u1ec7c v\u00e0 chu\u1ea9n h\u00f3a \u0111\u1ecbnh d\u1ea1ng ng\u00e0y th\u00e1ng, lo\u1ea1i b\u1ecf c\u00e1c b\u1ea3n sao tr\u00f9ng l\u1eb7p, v\u00e0 \u0111\u1ea3m b\u1ea3o \u0111\u1ecbnh ngh\u0129a k\u1ebft qu\u1ea3 nh\u1ea5t qu\u00e1n (x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c \u00fd ngh\u0129a c\u1ee7a \u201cgi\u1eef ch\u00e2n nh\u00e2n vi\u00ean trong 90 ng\u00e0y\u201d).<\/li><li>Thu th\u1eadp s\u1ef1 \u0111\u1ed3ng \u00fd c\u1ee7a \u1ee9ng vi\u00ean khi c\u1ea7n thi\u1ebft v\u00e0 l\u01b0u tr\u1eef th\u00f4ng tin c\u00e1 nh\u00e2n (PII) m\u1ed9t c\u00e1ch an to\u00e0n; duy tr\u00ec h\u1ed3 s\u01a1 ki\u1ec3m tra cho c\u00e1c \u0111\u1ea7u v\u00e0o v\u00e0 quy\u1ebft \u0111\u1ecbnh c\u1ee7a m\u00f4 h\u00ecnh.<\/li><\/ul><p>C\u00e1c \u00fd t\u01b0\u1edfng v\u1ec1 k\u1ef9 thu\u1eadt t\u00ednh n\u0103ng cho doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs)<\/p><ul><li>T\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i ngu\u1ed3n-k\u00eanh (s\u1ed1 l\u01b0\u1ee3t t\u1ea3i xu\u1ed1ng theo \u1ee9ng d\u1ee5ng theo ngu\u1ed3n).<\/li><li>T\u1ed5ng h\u1ee3p \u0111i\u1ec3m ph\u1ecfng v\u1ea5n (trung b\u00ecnh, trung v\u1ecb, \u0111\u1ed9 l\u1ec7ch chu\u1ea9n gi\u1eefa c\u00e1c nh\u00e0 ph\u1ecfng v\u1ea5n).<\/li><li>T\u1ef7 l\u1ec7 \u0111\u00e1nh gi\u00e1\/tuy\u1ec3n d\u1ee5ng: S\u1ed1 l\u01b0\u1ee3ng \u1ee9ng vi\u00ean v\u01b0\u1ee3t qua \u0111\u00e1nh gi\u00e1 d\u1eabn \u0111\u1ebfn vi\u1ec7c tuy\u1ec3n d\u1ee5ng.<\/li><li>S\u1ef1 ch\u00eanh l\u1ec7ch \u1edf c\u1ea5p qu\u1ea3n l\u00fd: T\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng trong qu\u00e1 kh\u1ee9 theo t\u1eebng qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng.<\/li><\/ul><p>B\u1ed9 d\u1eef li\u1ec7u t\u1ed1i thi\u1ec3u c\u1ea7n thi\u1ebft cho m\u1ed9t d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m t\u1eeb 30\u201390 ng\u00e0y: \u0110\u1ec3 th\u1ef1c hi\u1ec7n m\u1ed9t d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m nhanh ch\u00f3ng, h\u00e3y tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng trong kho\u1ea3ng 6\u201312 th\u00e1ng cho nh\u00f3m v\u1ecb tr\u00ed m\u1ee5c ti\u00eau, bao g\u1ed3m th\u00f4ng tin metadata c\u1ee7a CV, \u0111i\u1ec3m ph\u1ecfng v\u1ea5n, k\u1ebft qu\u1ea3 \u0111\u00e1nh gi\u00e1, k\u00eanh tuy\u1ec3n d\u1ee5ng, ng\u00e0y tuy\u1ec3n d\u1ee5ng v\u00e0 nh\u00e3n gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean trong 90 ng\u00e0y. Bi\u1ec3u \u0111\u1ed3 th\u00f4ng tin d\u01b0\u1edbi \u0111\u00e2y t\u00f3m t\u1eaft danh s\u00e1ch ki\u1ec3m tra d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cdbee3 elementor-widget elementor-widget-heading\" data-id=\"5cdbee3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e1ch x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n quy m\u00f4 nh\u1ecf (th\u00e2n thi\u1ec7n v\u1edbi doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf) <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b8e9b4 elementor-widget elementor-widget-image\" data-id=\"7b8e9b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/How-to-build-1024x683.webp\" class=\"attachment-large size-large wp-image-54152\" alt=\"\" srcset=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/How-to-build-1024x683.webp 1024w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/How-to-build-300x200.webp 300w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/How-to-build-768x512.webp 768w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/How-to-build-18x12.webp 18w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/How-to-build.webp 1500w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f274d9 elementor-widget elementor-widget-text-editor\" data-id=\"4f274d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n th\u00e2n thi\u1ec7n v\u1edbi doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) tu\u00e2n theo ph\u01b0\u01a1ng ph\u00e1p \u201cb\u1eaft \u0111\u1ea7u \u0111\u01a1n gi\u1ea3n, l\u1eb7p l\u1ea1i\u201d. T\u1eadp trung v\u00e0o m\u1ed9t m\u1ee5c ti\u00eau \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a r\u00f5 r\u00e0ng, \u0111\u1ea3m b\u1ea3o m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c, v\u00e0 \u0111\u00f3ng g\u00f3i k\u1ebft qu\u1ea3 th\u00e0nh c\u00e1c quy t\u1eafc ra quy\u1ebft \u0111\u1ecbnh m\u00e0 c\u00e1c \u0111\u1ed9i tuy\u1ec3n d\u1ee5ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00e0 kh\u00f4ng c\u1ea7n chuy\u00ean m\u00f4n v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u.<\/p><p>C\u00f4ng th\u1ee9c m\u1eabu \u2014 6 b\u01b0\u1edbc \u0111\u1ec3 t\u1ea1o m\u00f4 h\u00ecnh \u0111\u1ea7u ti\u00ean<\/p><ol><li>Tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u tuy\u1ec3n d\u1ee5ng trong kho\u1ea3ng 6\u201312 th\u00e1ng cho nh\u00f3m v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c \u0111\u00e3 ch\u1ecdn v\u00e0 x\u00e2y d\u1ef1ng b\u1ed9 d\u1eef li\u1ec7u t\u1ed1i thi\u1ec3u c\u1ea7n thi\u1ebft.<\/li><li>X\u00e1c \u0111\u1ecbnh nh\u00e3n k\u1ebft qu\u1ea3 (v\u00ed d\u1ee5: \u201c\u1edf l\u1ea1i \u00edt nh\u1ea5t 90 ng\u00e0y\u201d = th\u00e0nh c\u00f4ng).<\/li><li>K\u1ef9 s\u01b0 ph\u00e1t tri\u1ec3n 10\u201320 t\u00ednh n\u0103ng bao g\u1ed3m chuy\u1ec3n \u0111\u1ed5i ngu\u1ed3n, t\u1ed5ng h\u1ee3p ph\u1ecfng v\u1ea5n, ph\u1ea7n tr\u0103m \u0111\u00e1nh gi\u00e1 v\u00e0 metadata vai tr\u00f2.<\/li><li>Hu\u1ea5n luy\u1ec7n v\u00e0 ki\u1ec3m tra m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng k-fold cross-validation v\u00e0 chia d\u1eef li\u1ec7u theo th\u1ee9 t\u1ef1 th\u1eddi gian \u0111\u1ec3 tr\u00e1nh r\u00f2 r\u1ec9 d\u1eef li\u1ec7u.<\/li><li>\u0110i\u1ec1u ch\u1ec9nh \u0111\u1ea7u ra x\u00e1c su\u1ea5t v\u00e0 thi\u1ebft l\u1eadp ng\u01b0\u1ee1ng ho\u1ea1t \u0111\u1ed9ng (v\u00ed d\u1ee5: \u0111i\u1ec3m s\u1ed1 top 20% \u2192 \u01b0u ti\u00ean ki\u1ec3m tra \u0111i\u1ec7n tho\u1ea1i).<\/li><li>Th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m: \u0110\u00e1nh gi\u00e1 \u0111i\u1ec3m s\u1ed1 tr\u00ean h\u1ec7 th\u1ed1ng ATS, thu th\u1eadp ph\u1ea3n h\u1ed3i t\u1eeb nh\u00e0 qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng v\u00e0 so s\u00e1nh k\u1ebft qu\u1ea3 v\u1edbi m\u1ee9c c\u01a1 s\u1edf.<\/li><\/ol><p>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p m\u00f4 h\u00ecnh h\u00f3a cho t\u1eadp d\u1eef li\u1ec7u nh\u1ecf<\/p><ul><li>S\u1eed d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p chia l\u1edbp k-fold cross-validation \u0111\u1ec3 duy tr\u00ec s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa c\u00e1c l\u1edbp.<\/li><li>Tr\u00e1nh r\u00f2 r\u1ec9 d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch \u0111\u1ea3m b\u1ea3o c\u00e1c t\u00ednh n\u0103ng ch\u1ec9 \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n t\u1eeb d\u1eef li\u1ec7u c\u00f3 s\u1eb5n t\u1ea1i th\u1eddi \u0111i\u1ec3m s\u00e0ng l\u1ecdc.<\/li><li>Khi k\u00edch th\u01b0\u1edbc m\u1eabu nh\u1ecf, n\u00ean \u01b0u ti\u00ean s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh \u0111\u01a1n gi\u1ea3n h\u01a1n; s\u1eed d\u1ee5ng SHAP ho\u1eb7c h\u1ec7 s\u1ed1 \u0111\u1ec3 gi\u1ea3i th\u00edch c\u00e1c d\u1ef1 \u0111o\u00e1n.<\/li><\/ul><p>Ng\u01b0\u1ee1ng v\u00e0 t\u00ednh minh b\u1ea1ch: Chuy\u1ec3n \u0111\u1ed5i x\u00e1c su\u1ea5t th\u00e0nh quy t\u1eafc quy\u1ebft \u0111\u1ecbnh: t\u1ef1 \u0111\u1ed9ng h\u00f3a ch\u1ec9 c\u00e1c h\u00e0nh \u0111\u1ed9ng c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao (l\u1ecdc \u01b0u ti\u00ean cho c\u00e1c \u0111i\u1ec3m s\u1ed1 cao nh\u1ea5t) v\u00e0 y\u00eau c\u1ea7u xem x\u00e9t c\u1ee7a con ng\u01b0\u1eddi \u0111\u1ed1i v\u1edbi c\u00e1c tr\u01b0\u1eddng h\u1ee3p bi\u00ean. Hi\u1ec3n th\u1ecb n\u0103m y\u1ebfu t\u1ed1 ch\u00ednh cho m\u1ed7i \u0111i\u1ec3m s\u1ed1 \u0111\u1ec3 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng hi\u1ec3u \u0111\u01b0\u1ee3c l\u00fd do v\u00e0 c\u00f3 th\u1ec3 cung c\u1ea5p ph\u1ea3n h\u1ed3i \u0111\u1ec3 tinh ch\u1ec9nh m\u00f4 h\u00ecnh.<\/p><p>Theo d\u00f5i: Theo d\u00f5i AUC, \u0111\u1ed9 ch\u00ednh x\u00e1c @k v\u00e0 bi\u1ec3u \u0111\u1ed3 hi\u1ec7u ch\u1ec9nh. Tri\u1ec3n khai b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n h\u00e0ng tu\u1ea7n cho c\u00e1c vai tr\u00f2 th\u1eed nghi\u1ec7m \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1ef1 thay \u0111\u1ed5i v\u00e0 l\u00ean l\u1ecbch \u0111\u00e0o t\u1ea1o l\u1ea1i m\u00f4 h\u00ecnh m\u1ed7i 3\u20136 th\u00e1ng ho\u1eb7c sau nh\u1eefng thay \u0111\u1ed5i l\u1edbn v\u1ec1 tuy\u1ec3n d\u1ee5ng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-446bff3 elementor-widget elementor-widget-heading\" data-id=\"446bff3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u1ed9 tr\u00ecnh tri\u1ec3n khai: T\u1eeb giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m \u0111\u1ebfn s\u1ea3n xu\u1ea5t <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0cb90b elementor-widget elementor-widget-text-editor\" data-id=\"e0cb90b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Chuy\u1ec3n t\u1eeb giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m sang s\u1ea3n xu\u1ea5t b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u1ed9t l\u1ed9 tr\u00ecnh t\u1eebng b\u01b0\u1edbc nh\u1eb1m gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u1eadn h\u00e0nh v\u00e0 \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh.<\/p><p>Giai \u0111o\u1ea1n 1 \u2014 Ki\u1ec3m to\u00e1n v\u00e0 thi\u1ebft k\u1ebf (tu\u1ea7n 0\u20132)<\/p><ul><li>C\u00e1c tr\u01b0\u1eddng d\u1eef li\u1ec7u kho h\u00e0ng, ch\u1ee7 s\u1edf h\u1eefu b\u1ea3n \u0111\u1ed3 v\u00e0 ch\u1ecdn 1\u20132 vai tr\u00f2 th\u1eed nghi\u1ec7m v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng d\u1ef1 ki\u1ebfn.<\/li><li>X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ec9 s\u1ed1 KPI v\u00e0 ti\u00eau ch\u00ed th\u00e0nh c\u00f4ng (th\u1eddi gian t\u1eeb khi n\u1ed9p \u0111\u01a1n \u0111\u1ebfn ph\u1ecfng v\u1ea5n l\u1ea7n \u0111\u1ea7u, t\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng, c\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean trong 90 ng\u00e0y).<\/li><li>Ch\u1ec9 \u0111\u1ecbnh c\u00e1c b\u00ean li\u00ean quan: Nh\u00e2n s\u1ef1 (HR), qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng, C\u00f4ng ngh\u1ec7 th\u00f4ng tin (IT), Ph\u00e1p l\u00fd\/B\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 ng\u01b0\u1eddi ph\u1ee5 tr\u00e1ch ph\u00e2n t\u00edch.<\/li><\/ul><p>Giai \u0111o\u1ea1n 2 \u2014 X\u00e2y d\u1ef1ng v\u00e0 ki\u1ec3m th\u1eed (tu\u1ea7n 2\u20136)<\/p><ul><li>Tr\u00edch xu\u1ea5t v\u00e0 l\u00e0m s\u1ea1ch d\u1eef li\u1ec7u, thi\u1ebft k\u1ebf c\u00e1c \u0111\u1eb7c tr\u01b0ng, \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh v\u00e0 th\u1ef1c hi\u1ec7n ki\u1ec3m tra c\u00f4ng b\u1eb1ng ngo\u1ea1i tuy\u1ebfn.<\/li><li>X\u00e1c th\u1ef1c m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng d\u1eef li\u1ec7u ki\u1ec3m tra l\u1ecbch s\u1eed v\u00e0 ghi ch\u00e9p c\u00e1c \u0111\u1eb7c tr\u01b0ng d\u1ef1 \u0111o\u00e1n h\u00e0ng \u0111\u1ea7u c\u00f9ng v\u1edbi c\u00e1c h\u1ea1n ch\u1ebf c\u1ee7a m\u00f4 h\u00ecnh.<\/li><\/ul><p>Giai \u0111o\u1ea1n 3 \u2014 Th\u1eed nghi\u1ec7m v\u00e0 tri\u1ec3n khai (tu\u1ea7n 6\u201312)<\/p><ul><li>T\u00edch h\u1ee3p \u0111i\u1ec3m s\u1ed1 v\u00e0o h\u1ec7 th\u1ed1ng s\u00e0ng l\u1ecdc ATS ho\u1eb7c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u1ee7a nh\u00e0 qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng v\u00e0 th\u1ef1c hi\u1ec7n th\u1eed nghi\u1ec7m A\/B \u0111\u1ec3 so s\u00e1nh k\u1ebft qu\u1ea3 v\u1edbi m\u1ee9c c\u01a1 s\u1edf.<\/li><li>Thu th\u1eadp ph\u1ea3n h\u1ed3i \u0111\u1ecbnh t\u00ednh t\u1eeb c\u00e1c nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 qu\u1ea3n l\u00fd, \u0111\u1ed3ng th\u1eddi theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng (KPIs) h\u00e0ng tu\u1ea7n.<\/li><\/ul><p>Giai \u0111o\u1ea1n 4 \u2014 M\u1edf r\u1ed9ng v\u00e0 qu\u1ea3n l\u00fd (th\u00e1ng 3\u20139)<\/p><ul><li>M\u1edf r\u1ed9ng sang c\u00e1c vai tr\u00f2 kh\u00e1c, t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o l\u1ea1i, thi\u1ebft l\u1eadp nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n v\u00e0 b\u00e1o c\u00e1o c\u00f4ng b\u1eb1ng, v\u00e0 ch\u00ednh th\u1ee9c h\u00f3a c\u00e1c quy t\u1eafc ra quy\u1ebft \u0111\u1ecbnh.<\/li><li>Th\u1ef1c hi\u1ec7n k\u1ebf ho\u1ea1ch kh\u00f4i ph\u1ee5c v\u00e0 ch\u00ednh s\u00e1ch l\u01b0u tr\u1eef cho c\u1ea3 d\u1eef li\u1ec7u v\u00e0 c\u00e1c th\u00e0nh ph\u1ea7n m\u00f4 h\u00ecnh.<\/li><\/ul><p>Danh s\u00e1ch ki\u1ec3m tra th\u1eed nghi\u1ec7m 90 ng\u00e0y<\/p><div style=\"overflow-x: auto; width: 100%;\"><table style=\"border-collapse: collapse; width: 100%; min-width: 900px;\"><thead><tr style=\"background-color: #f4f4f4;\"><th style=\"border: 1px solid #ddd; padding: 10px; text-align: left;\">M\u1ee5c th\u1eed nghi\u1ec7m<\/th><th style=\"border: 1px solid #ddd; padding: 10px; text-align: left;\">Ch\u1ee7 s\u1edf h\u1eefu<\/th><th style=\"border: 1px solid #ddd; padding: 10px; text-align: left;\">Ti\u00eau ch\u00ed th\u00e0nh c\u00f4ng<\/th><\/tr><\/thead><tbody><tr style=\"background-color: #fff;\"><td style=\"border: 1px solid #ddd; padding: 10px;\">Tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">Ch\u1ee7 s\u1edf h\u1eefu h\u1ec7 th\u1ed1ng th\u00f4ng tin nh\u00e2n s\u1ef1 (HRIS)<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">B\u1ed9 d\u1eef li\u1ec7u \u0111\u1ea7y \u0111\u1ee7 cho \u0111\u1ed9 tu\u1ed5i t\u1eeb 6 \u0111\u1ebfn 12 th\u00e1ng<\/td><\/tr><tr style=\"background-color: #f9f9f9;\"><td style=\"border: 1px solid #ddd; padding: 10px;\">M\u1eabu th\u1eed nghi\u1ec7m<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">Tr\u01b0\u1edfng b\u1ed9 ph\u1eadn Ph\u00e2n t\u00edch<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">\u0110\u1ed9 ch\u00ednh x\u00e1c @ top20 \u2265 m\u1ee9c c\u01a1 s\u1edf<\/td><\/tr><tr style=\"background-color: #fff;\"><td style=\"border: 1px solid #ddd; padding: 10px;\">T\u00edch h\u1ee3p ATS<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">C\u00f4ng ngh\u1ec7 th\u00f4ng tin \/ Nh\u00e2n s\u1ef1<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">\u0110i\u1ec3m s\u1ed1 hi\u1ec3n th\u1ecb cho nh\u00e0 tuy\u1ec3n d\u1ee5ng<\/td><\/tr><tr style=\"background-color: #f9f9f9;\"><td style=\"border: 1px solid #ddd; padding: 10px;\">Ki\u1ec3m tra t\u00ednh c\u00f4ng b\u1eb1ng<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">Ph\u00e1p l\u00fd \/ Qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1<\/td><td style=\"border: 1px solid #ddd; padding: 10px;\">Kh\u00f4ng c\u00f3 t\u00e1c \u0111\u1ed9ng ph\u00e2n bi\u1ec7t \u0111\u00e1ng k\u1ec3.<\/td><\/tr><\/tbody><\/table><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef7ba6c elementor-widget elementor-widget-heading\" data-id=\"ef7ba6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e1ch c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a MiHCM h\u1ed7 tr\u1ee3 tuy\u1ec3n d\u1ee5ng d\u1ef1 \u0111o\u00e1n (mapping s\u1ea3n ph\u1ea9m) <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d479fda elementor-widget elementor-widget-text-editor\" data-id=\"d479fda\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>MiHCM cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng t\u00edch h\u1ee3p gi\u00fap gi\u1ea3m thi\u1ec3u chi ph\u00ed t\u00edch h\u1ee3p v\u00e0 \u0111\u1ea9y nhanh ti\u1ebfn \u0111\u1ed9 tri\u1ec3n khai th\u1eed nghi\u1ec7m cho c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) b\u1eb1ng c\u00e1ch t\u1eadp trung d\u1eef li\u1ec7u nh\u00e2n s\u1ef1, cung c\u1ea5p ph\u00e2n t\u00edch v\u00e0 tri\u1ec3n khai c\u00e1c d\u1ef1 \u0111o\u00e1n v\u00e0o quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng.<\/p><p>C\u00e1c th\u00e0nh ph\u1ea7n \u0111\u01b0\u1ee3c l\u1eafp r\u00e1p v\u1edbi nhau nh\u01b0 th\u1ebf n\u00e0o<\/p><ul><li>MiHCM Lite &amp; Enterprise: T\u1eadp trung d\u1eef li\u1ec7u nh\u00e2n s\u1ef1, ti\u1ec1n l\u01b0\u01a1ng v\u00e0 tuy\u1ec3n d\u1ee5ng c\u1ea7n thi\u1ebft cho vi\u1ec7c m\u00f4 ph\u1ecfng, lo\u1ea1i b\u1ecf nhu c\u1ea7u th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c ETL t\u00f9y ch\u1ec9nh.<\/li><li>Module Ph\u00e2n t\u00edch: C\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng s\u1eb5n hi\u1ec3n th\u1ecb c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPIs) trong tuy\u1ec3n d\u1ee5ng nh\u01b0 th\u1eddi gian \u0111\u1ec3 l\u1ea5p \u0111\u1ea7y v\u1ecb tr\u00ed, t\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng v\u00e0 hi\u1ec7u su\u1ea5t ngu\u1ed3n tuy\u1ec3n d\u1ee5ng.<\/li><li>MiHCM D\u1eef li\u1ec7u &amp; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o: th\u1ef1c hi\u1ec7n ph\u00e2n c\u1ee5m, d\u1ef1 \u0111o\u00e1n t\u1ef7 l\u1ec7 lu\u00e2n chuy\u1ec3n nh\u00e2n vi\u00ean, m\u00f4 h\u00ecnh v\u1eafng m\u1eb7t v\u00e0 \u0111\u00e1nh gi\u00e1 \u0111\u1ed9 ph\u00f9 h\u1ee3p c\u1ee7a \u1ee9ng vi\u00ean \u0111\u1ec3 gi\u1ea3m thi\u1ec3u n\u1ed7 l\u1ef1c trong khoa h\u1ecdc d\u1eef li\u1ec7u.<\/li><li>MiA &amp; SmartAssist: Tri\u1ec3n khai k\u1ebft qu\u1ea3 m\u00f4 h\u00ecnh b\u1eb1ng c\u00e1ch hi\u1ec3n th\u1ecb c\u00e1c \u0111\u1ec1 xu\u1ea5t \u1ee9ng vi\u00ean, t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u1ecbch tr\u00ecnh ph\u1ecfng v\u1ea5n v\u00e0 k\u00edch ho\u1ea1t c\u00e1c t\u00e1c v\u1ee5 onboarding trong c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c hi\u1ec7n c\u00f3.<\/li><\/ul><p>V\u00ed d\u1ee5: C\u00e1ch \u0111i\u1ec3m s\u1ed1 c\u1ee7a \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n trong MiHCM<\/p><ul><li>\u1ee8ng vi\u00ean n\u1ed9p \u0111\u01a1n; H\u1ec7 th\u1ed1ng theo d\u00f5i \u1ee9ng vi\u00ean (ATS) thu th\u1eadp CV v\u00e0 th\u00f4ng tin ngu\u1ed3n.<\/li><li>MiHCM Analytics t\u1ed5ng h\u1ee3p \u0111i\u1ec3m ph\u1ecfng v\u1ea5n v\u00e0 \u0111\u00e1nh gi\u00e1; Data &amp; AI t\u00ednh to\u00e1n \u0111i\u1ec3m ph\u00f9 h\u1ee3p c\u1ee7a \u1ee9ng vi\u00ean.<\/li><li>SmartAssist hi\u1ec3n th\u1ecb c\u00e1c \u1ee9ng vi\u00ean h\u00e0ng \u0111\u1ea7u cho nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c khung th\u1eddi gian ph\u1ecfng v\u1ea5n ho\u1eb7c danh s\u00e1ch ki\u1ec3m tra onboarding cho c\u00e1c \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c \u0111\u00e1nh d\u1ea5u l\u00e0 c\u00f3 nguy c\u01a1.<\/li><li>Nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 ng\u01b0\u1eddi qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng xem x\u00e9t \u0111i\u1ec3m s\u1ed1 v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng, sau \u0111\u00f3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh; t\u1ea5t c\u1ea3 c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i \u0111\u1ec3 ki\u1ec3m to\u00e1n v\u00e0 c\u1ea3i thi\u1ec7n m\u00f4 h\u00ecnh.<\/li><\/ul><p>L\u1ee3i \u00edch k\u1ebft h\u1ee3p: Th\u1eddi gian tri\u1ec3n khai ng\u1eafn h\u01a1n, chi ph\u00ed s\u1edf h\u1eefu t\u1ed5ng th\u1ec3 th\u1ea5p h\u01a1n v\u00e0 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c tri\u1ec3n khai v\u00e0o ho\u1ea1t \u0111\u1ed9ng, gi\u00fap c\u00e1c \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean th\u00f4ng tin m\u00e0 kh\u00f4ng c\u1ea7n chuy\u1ec3n \u0111\u1ed5i ng\u1eef c\u1ea3nh.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6368054 elementor-widget elementor-widget-heading\" data-id=\"6368054\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gi\u1ea3i ph\u00e1p n\u1ed9i b\u1ed9 so v\u1edbi gi\u1ea3i ph\u00e1p c\u1ee7a nh\u00e0 cung c\u1ea5p: Gi\u1ea3i ph\u00e1p n\u00e0o ph\u00f9 h\u1ee3p nh\u1ea5t cho doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) c\u1ee7a b\u1ea1n?  <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d1d1a2 elementor-widget elementor-widget-text-editor\" data-id=\"4d1d1a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Vi\u1ec7c l\u1ef1a ch\u1ecdn gi\u1eefa vi\u1ec7c t\u1ef1 ph\u00e1t tri\u1ec3n n\u1ed9i b\u1ed9, gi\u1ea3i ph\u00e1p c\u1ee7a nh\u00e0 cung c\u1ea5p ho\u1eb7c ph\u01b0\u01a1ng ph\u00e1p k\u1ebft h\u1ee3p ph\u1ee5 thu\u1ed9c v\u00e0o quy m\u00f4 tuy\u1ec3n d\u1ee5ng, kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch n\u1ed9i b\u1ed9 v\u00e0 m\u1ee9c \u0111\u1ed9 ch\u1ea5p nh\u1eadn r\u1ee7i ro.<\/p><p>N\u1ed9i b\u1ed9<\/p><ul><li>\u01afu \u0111i\u1ec3m: Ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n c\u00e1c t\u00ednh n\u0103ng, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 quy t\u1eafc kinh doanh t\u00f9y ch\u1ec9nh.<\/li><li>Nh\u01b0\u1ee3c \u0111i\u1ec3m: y\u00eau c\u1ea7u ngu\u1ed3n l\u1ef1c v\u1ec1 khoa h\u1ecdc d\u1eef li\u1ec7u, th\u1eddi gian thu h\u1ed3i gi\u00e1 tr\u1ecb l\u00e2u h\u01a1n v\u00e0 g\u00e1nh n\u1eb7ng b\u1ea3o tr\u00ec.<\/li><\/ul><p>Nh\u00e0 cung c\u1ea5p<\/p><ul><li>\u01afu \u0111i\u1ec3m: T\u1ed1c \u0111\u1ed9 c\u00e0i \u0111\u1eb7t, c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng s\u1eb5n, c\u1eadp nh\u1eadt li\u00ean t\u1ee5c v\u00e0 c\u00e1c t\u00ednh n\u0103ng qu\u1ea3n tr\u1ecb t\u00edch h\u1ee3p.<\/li><li>Nh\u01b0\u1ee3c \u0111i\u1ec3m: chi ph\u00ed \u0111\u0103ng k\u00fd, m\u00f4 h\u00ecnh h\u1ed9p \u0111en ti\u1ec1m \u1ea9n v\u00e0 r\u1ee7i ro b\u1ecb kh\u00f3a v\u00e0o nh\u00e0 cung c\u1ea5p.<\/li><\/ul><p>C\u00e1ch ti\u1ebfp c\u1eadn k\u1ebft h\u1ee3p: S\u1eed d\u1ee5ng c\u00e1c m\u00f4-\u0111un \u0111\u01b0\u1ee3c nh\u00e0 cung c\u1ea5p x\u00e2y d\u1ef1ng s\u1eb5n (v\u00ed d\u1ee5: MiHCM Data &amp; AI) \u0111\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh m\u00f4 h\u00ecnh h\u00f3a v\u00e0 duy tr\u00ec c\u00e1c quy t\u1eafc v\u00e0 ng\u01b0\u1ee1ng n\u1ed9i b\u1ed9 \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 tu\u00e2n th\u1ee7. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e2n b\u1eb1ng gi\u1eefa t\u1ed1c \u0111\u1ed9 v\u00e0 ki\u1ec3m so\u00e1t \u0111\u1ed3ng th\u1eddi h\u1ea1n ch\u1ebf vi\u1ec7c tuy\u1ec3n d\u1ee5ng nh\u00e2n s\u1ef1 ph\u00e2n t\u00edch ban \u0111\u1ea7u.<\/p><p>Danh s\u00e1ch ki\u1ec3m tra l\u1ef1a ch\u1ecdn nh\u00e0 cung c\u1ea5p<\/p><ul><li>Ph\u01b0\u01a1ng th\u1ee9c truy c\u1eadp d\u1eef li\u1ec7u: API\/ETL v\u00e0 h\u1ed7 tr\u1ee3 cho h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd nh\u00e2n s\u1ef1 (HRIS) v\u00e0 h\u1ec7 th\u1ed1ng theo d\u00f5i \u1ee9ng vi\u00ean (ATS) c\u1ee7a b\u1ea1n.<\/li><li>Kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch: \u0110\u1ed9 quan tr\u1ecdng c\u1ee7a t\u00ednh n\u0103ng, c\u00e1c y\u1ebfu t\u1ed1 quy\u1ebft \u0111\u1ecbnh cho t\u1eebng \u1ee9ng vi\u00ean v\u00e0 quy tr\u00ecnh ki\u1ec3m tra b\u1edfi con ng\u01b0\u1eddi.<\/li><li>B\u00e1o c\u00e1o c\u00f4ng b\u1eb1ng: Hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c nh\u00f3m con, nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n v\u00e0 t\u1ea7n su\u1ea5t \u0111\u00e0o t\u1ea1o l\u1ea1i.<\/li><li>SLA v\u00e0 TCO: L\u1ecbch tr\u00ecnh tri\u1ec3n khai v\u00e0 chi ph\u00ed \u0111\u1ecbnh k\u1ef3.<\/li><\/ul><p>H\u01b0\u1edbng d\u1eabn quy\u1ebft \u0111\u1ecbnh: C\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs) c\u00f3 quy m\u00f4 tuy\u1ec3n d\u1ee5ng v\u1eeba ph\u1ea3i v\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u1ea1n ch\u1ebf n\u00ean \u01b0u ti\u00ean c\u00e1c b\u1ed9 gi\u1ea3i ph\u00e1p t\u00edch h\u1ee3p c\u1ee7a nh\u00e0 cung c\u1ea5p, gi\u00fap t\u1eadp trung d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p c\u00e1c t\u00ednh n\u0103ng qu\u1ea3n tr\u1ecb \u0111\u01b0\u1ee3c \u0111\u00f3ng g\u00f3i s\u1eb5n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7578c73 elementor-widget elementor-widget-heading\" data-id=\"7578c73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0110o l\u01b0\u1eddng ROI, KPI v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c th\u00ed nghi\u1ec7m <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2e8f42 elementor-widget elementor-widget-image\" data-id=\"c2e8f42\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Measuring-ROI-1024x585.webp\" class=\"attachment-large size-large wp-image-54153\" alt=\"\u0110o l\u01b0\u1eddng ROI,\" srcset=\"https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Measuring-ROI-1024x585.webp 1024w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Measuring-ROI-300x171.webp 300w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Measuring-ROI-768x439.webp 768w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Measuring-ROI-18x10.webp 18w, https:\/\/mihcm.com\/wp-content\/uploads\/2026\/01\/Measuring-ROI.webp 1500w\" sizes=\"(max-width: 800px) 100vw, 800px\" title=\"\">\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ca0ecf elementor-widget elementor-widget-text-editor\" data-id=\"4ca0ecf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Thi\u1ebft k\u1ebf c\u00e1c th\u00ed nghi\u1ec7m \u0111\u1ec3 \u0111o l\u01b0\u1eddng t\u00e1c \u0111\u1ed9ng v\u00e0 t\u00ednh to\u00e1n ROI tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng quy m\u00f4. X\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ec9 s\u1ed1 c\u01a1 s\u1edf, th\u1ef1c hi\u1ec7n c\u00e1c th\u1eed nghi\u1ec7m A\/B ng\u1eabu nhi\u00ean ho\u1eb7c c\u00f3 \u0111\u1ed1i ch\u1ee9ng, v\u00e0 bao g\u1ed3m c\u1ea3 ti\u1ebft ki\u1ec7m chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 c\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n kh\u00e1ch h\u00e0ng trong c\u00e1c \u01b0\u1edbc t\u00ednh ROI.<\/p><p>C\u00e1c ch\u1ec9 s\u1ed1 c\u01a1 b\u1ea3n \u0111\u1ec3 ghi l\u1ea1i<\/p><ul><li>Th\u1eddi gian trung b\u00ecnh \u0111\u1ec3 tuy\u1ec3n d\u1ee5ng v\u00e0 th\u1eddi gian trung b\u00ecnh \u0111\u1ec3 t\u1ed5 ch\u1ee9c cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u1ea7u ti\u00ean<\/li><li>T\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean tr\u00ean s\u1ed1 l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng<\/li><li>T\u1ef7 l\u1ec7 ch\u1ea5p nh\u1eadn \u0111\u1ec1 ngh\u1ecb<\/li><li>T\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c trong 90 ng\u00e0y<\/li><li>Chi ph\u00ed tuy\u1ec3n d\u1ee5ng cho m\u1ed7i v\u1ecb tr\u00ed (ph\u00ed d\u1ecbch v\u1ee5 c\u1ee7a c\u00f4ng ty tuy\u1ec3n d\u1ee5ng, th\u1eddi gian c\u1ee7a nh\u00e2n vi\u00ean tuy\u1ec3n d\u1ee5ng)<\/li><\/ul><p>Thi\u1ebft k\u1ebf th\u00ed nghi\u1ec7m: Th\u1eed nghi\u1ec7m A\/B so s\u00e1nh ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh tuy\u1ebfn d\u1ef1a tr\u00ean \u0111i\u1ec3m d\u1ef1 \u0111o\u00e1n v\u1edbi ph\u01b0\u01a1ng ph\u00e1p th\u00f4ng th\u01b0\u1eddng cho c\u00e1c v\u1ecb tr\u00ed t\u01b0\u01a1ng \u0111\u01b0\u01a1ng. \u0110o l\u01b0\u1eddng s\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng v\u00e0 th\u1eddi gian l\u1ea5p \u0111\u1ea7y v\u1ecb tr\u00ed, v\u00e0 theo d\u00f5i \u00fd ngh\u0129a th\u1ed1ng k\u00ea khi k\u00edch th\u01b0\u1edbc m\u1eabu cho ph\u00e9p.<\/p><p>V\u00ed d\u1ee5 t\u00ednh to\u00e1n ROI: \u0110\u1ed1i v\u1edbi v\u1ecb tr\u00ed tuy\u1ec3n d\u1ee5ng \u0111\u1ecbnh k\u1ef3 v\u1edbi 10 l\u01b0\u1ee3t tuy\u1ec3n d\u1ee5ng\/n\u0103m, gi\u1ea3 \u0111\u1ecbnh gi\u1ea3m 20% th\u1eddi gian tuy\u1ec3n d\u1ee5ng v\u00e0 gi\u1ea3m 15% t\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c s\u1edbm. \u01af\u1edbc t\u00ednh th\u1eddi gian ti\u1ebft ki\u1ec7m c\u1ee7a nh\u00e0 tuy\u1ec3n d\u1ee5ng, gi\u1ea3m ph\u00ed \u0111\u1ea1i l\u00fd v\u00e0 chi ph\u00ed thay th\u1ebf do th\u00f4i vi\u1ec7c \u0111\u1ec3 t\u00ednh to\u00e1n l\u1ee3i \u00edch r\u00f2ng tr\u1eeb \u0111i chi ph\u00ed tri\u1ec3n khai v\u00e0 \u0111\u0103ng k\u00fd.<\/p><p>T\u1ea7n su\u1ea5t b\u00e1o c\u00e1o<\/p><ul><li>C\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ho\u1ea1t \u0111\u1ed9ng h\u00e0ng tu\u1ea7n trong giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m<\/li><li>B\u00e1o c\u00e1o t\u00e1c \u0111\u1ed9ng h\u00e0ng th\u00e1ng cho ban l\u00e3nh \u0111\u1ea1o<\/li><li>Ki\u1ec3m tra \u0111\u1ecbnh k\u1ef3 v\u1ec1 qu\u1ea3n tr\u1ecb v\u00e0 c\u00f4ng b\u1eb1ng<\/li><\/ul><p>M\u1eabu b\u1ea3ng t\u00ednh ROI: Nh\u1eadp c\u00e1c th\u00f4ng s\u1ed1 sau: s\u1ed1 l\u01b0\u1ee3ng nh\u00e2n vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng\/n\u0103m, chi ph\u00ed trung b\u00ecnh cho m\u1ed7i l\u1ea7n tuy\u1ec3n d\u1ee5ng, chi ph\u00ed cho c\u00f4ng ty tuy\u1ec3n d\u1ee5ng, chi ph\u00ed theo gi\u1edd c\u1ee7a nh\u00e2n vi\u00ean tuy\u1ec3n d\u1ee5ng, m\u1ee9c c\u1ea3i thi\u1ec7n d\u1ef1 ki\u1ebfn %; k\u1ebft qu\u1ea3 \u0111\u1ea7u ra: ti\u1ebft ki\u1ec7m h\u00e0ng n\u0103m, th\u1eddi gian ho\u00e0n v\u1ed1n v\u00e0 gi\u00e1 tr\u1ecb hi\u1ec7n t\u1ea1i r\u00f2ng trong kho\u1ea3ng th\u1eddi gian 12 th\u00e1ng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6200dbe elementor-widget elementor-widget-heading\" data-id=\"6200dbe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0110\u1ea1o \u0111\u1ee9c, gi\u1ea3m thi\u1ec3u thi\u00ean v\u1ecb v\u00e0 qu\u1ea3n tr\u1ecb m\u00f4 h\u00ecnh <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91a4813 elementor-widget elementor-widget-text-editor\" data-id=\"91a4813\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>C\u00e1c r\u00e0o c\u1ea3n \u0111\u1ea1o \u0111\u1ee9c b\u1ea3o v\u1ec7 nh\u00e0 tuy\u1ec3n d\u1ee5ng v\u00e0 \u1ee9ng vi\u00ean c\u1ee7a c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME). Th\u1ef1c hi\u1ec7n c\u00e1c ki\u1ec3m tra \u0111\u01a1n gi\u1ea3n, c\u00f3 th\u1ec3 l\u1eb7p l\u1ea1i v\u00e0 \u0111\u1ea3m b\u1ea3o con ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m cu\u1ed1i c\u00f9ng cho quy\u1ebft \u0111\u1ecbnh tuy\u1ec3n d\u1ee5ng.<\/p><p>R\u1ee7i ro<\/p><ul><li>S\u1ef1 thi\u00ean v\u1ecb c\u1ee7a proxy: c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m kh\u00f4ng \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u01b0 \u0111\u1ea1i di\u1ec7n cho c\u00e1c thu\u1ed9c t\u00ednh \u0111\u01b0\u1ee3c b\u1ea3o v\u1ec7.<\/li><li>C\u00e1c v\u00f2ng ph\u1ea3n h\u1ed3i: C\u00e1c \u0111\u1ec1 xu\u1ea5t m\u00f4 h\u00ecnh thay \u0111\u1ed5i h\u00e0nh vi tuy\u1ec3n d\u1ee5ng v\u00e0 t\u1ea1o ra c\u00e1c th\u00e0nh ki\u1ebfn m\u1edbi.<\/li><li>R\u1ee7i ro ph\u00e1p l\u00fd v\u00e0 quy\u1ec1n ri\u00eang t\u01b0 li\u00ean quan \u0111\u1ebfn d\u1eef li\u1ec7u \u1ee9ng vi\u00ean v\u00e0 quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng.<\/li><\/ul><p>C\u00e1c bi\u1ec7n ph\u00e1p gi\u1ea3m thi\u1ec3u<\/p><ul><li>Th\u1ef1c hi\u1ec7n ki\u1ec3m tra hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c nh\u00f3m con khi \u0111\u01b0\u1ee3c ph\u00e9p theo quy \u0111\u1ecbnh ph\u00e1p lu\u1eadt v\u00e0 che gi\u1ea5u c\u00e1c thu\u1ed9c t\u00ednh nh\u1ea1y c\u1ea3m trong qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh.<\/li><li>Theo d\u00f5i c\u00e1c ch\u1ec9 s\u1ed1 t\u00e1c \u0111\u1ed9ng b\u1ea5t l\u1ee3i v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c t\u00ednh n\u0103ng g\u00e2y ra l\u1ee3i th\u1ebf kh\u00f4ng c\u00f4ng b\u1eb1ng.<\/li><li>C\u00f4ng b\u1ed1 n\u0103m y\u1ebfu t\u1ed1 ch\u00ednh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111i\u1ec3m s\u1ed1 c\u1ee7a b\u1ea5t k\u1ef3 \u1ee9ng vi\u00ean n\u00e0o v\u00e0 y\u00eau c\u1ea7u xem x\u00e9t b\u1edfi con ng\u01b0\u1eddi \u0111\u1ed1i v\u1edbi c\u00e1c quy\u1ebft \u0111\u1ecbnh n\u1eb1m trong v\u00f9ng bi\u00ean.<\/li><li>B\u1ea3o tr\u00ec nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n v\u00e0 l\u00ean l\u1ecbch ki\u1ec3m to\u00e1n thi\u00ean v\u1ecb h\u00e0ng qu\u00fd k\u00e8m theo c\u00e1c b\u01b0\u1edbc kh\u1eafc ph\u1ee5c \u0111\u01b0\u1ee3c ghi ch\u00e9p \u0111\u1ea7y \u0111\u1ee7.<\/li><\/ul><p>Danh s\u00e1ch ki\u1ec3m tra c\u00f4ng b\u1eb1ng \u0111\u01a1n gi\u1ea3n cho doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs)<\/p><ul><li>Theo d\u00f5i hi\u1ec7u su\u1ea5t c\u1ee7a m\u00f4 h\u00ecnh theo t\u1eebng nh\u00f3m con<\/li><li>Che gi\u1ea5u ho\u1eb7c lo\u1ea1i tr\u1eeb c\u00e1c tr\u01b0\u1eddng th\u00f4ng tin nh\u1ea1y c\u1ea3m<\/li><li>Gi\u1eef con ng\u01b0\u1eddi tham gia v\u00e0o qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng.<\/li><\/ul><p>\u0110\u01b0a c\u00e1c quy \u0111\u1ecbnh v\u1ec1 ph\u00e1p l\u00fd\/b\u1ea3o m\u1eadt v\u00e0o giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m s\u1edbm \u0111\u1ec3 x\u00e1c nh\u1eadn ng\u00f4n ng\u1eef \u0111\u1ed3ng \u00fd, ch\u00ednh s\u00e1ch l\u01b0u tr\u1eef v\u00e0 quy\u1ec1n \u0111\u01b0\u1ee3c gi\u1ea3i th\u00edch ho\u1eb7c khi\u1ebfu n\u1ea1i cho \u1ee9ng vi\u00ean theo y\u00eau c\u1ea7u c\u1ee7a ph\u00e1p lu\u1eadt.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ce0a8f elementor-widget elementor-widget-heading\" data-id=\"3ce0a8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e1c nghi\u00ean c\u1ee9u tr\u01b0\u1eddng h\u1ee3p th\u1ef1c ti\u1ec5n &amp; c\u00e1c gi\u1ea3i ph\u00e1p nhanh ch\u00f3ng cho doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs) <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2d5482 elementor-widget elementor-widget-text-editor\" data-id=\"d2d5482\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>C\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SMEs) c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u00e1c \u0111\u1ed9ng t\u1ee9c th\u00ec th\u00f4ng qua c\u00e1c ph\u01b0\u01a1ng ph\u00e1p c\u00f4ng ngh\u1ec7 th\u1ea5p nh\u01b0ng gi\u00e1 tr\u1ecb cao, t\u1eeb \u0111\u00f3 d\u1eabn \u0111\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n.<\/p><p>C\u00e1c k\u1ebft qu\u1ea3 nhanh ch\u00f3ng trong v\u00f2ng 30\u201390 ng\u00e0y<\/p><ul><li>\u01afu ti\u00ean \u1ee9ng vi\u00ean n\u1ed9p \u0111\u01a1n theo ngu\u1ed3n chuy\u1ec3n \u0111\u1ed5i l\u1ecbch s\u1eed (d\u1ef1a tr\u00ean quy t\u1eafc): Gi\u1ea3m th\u1eddi gian \u0111\u1ebfn cu\u1ed9c ph\u1ecfng v\u1ea5n \u0111\u1ea7u ti\u00ean b\u1eb1ng c\u00e1ch t\u1eadp trung v\u00e0o c\u00e1c k\u00eanh \u0111\u00e3 c\u00f3 l\u1ecbch s\u1eed chuy\u1ec3n \u0111\u1ed5i t\u1ed1t.<\/li><li>T\u1ed5ng h\u1ee3p \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1 c\u1ee7a ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n: S\u00e0ng l\u1ecdc \u1ee9ng vi\u00ean d\u1ef1a tr\u00ean gi\u00e1 tr\u1ecb trung b\u00ecnh\/trung v\u1ecb c\u1ee7a \u0111i\u1ec3m \u0111\u00e1nh gi\u00e1 t\u1eeb ng\u01b0\u1eddi ph\u1ecfng v\u1ea5n \u0111\u1ec3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong vi\u1ec7c l\u1ef1a ch\u1ecdn c\u00e1c \u1ee9ng vi\u00ean h\u00e0ng \u0111\u1ea7u.<\/li><li>C\u00e1c bi\u1ec7n ph\u00e1p h\u1ed7 tr\u1ee3 qu\u00e1 tr\u00ecnh onboarding: T\u1ef1 \u0111\u1ed9ng h\u00f3a danh s\u00e1ch ki\u1ec3m tra v\u00e0 th\u00f4ng b\u00e1o cho qu\u1ea3n l\u00fd \u0111\u1ed1i v\u1edbi nh\u00e2n vi\u00ean m\u1edbi \u0111\u01b0\u1ee3c \u0111\u00e1nh d\u1ea5u l\u00e0 c\u00f3 nguy c\u01a1 cao \u0111\u1ec3 gi\u1ea3m t\u1ef7 l\u1ec7 ngh\u1ec9 vi\u1ec7c trong 90 ng\u00e0y.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d63a413 elementor-widget elementor-widget-heading\" data-id=\"d63a413\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Tham chi\u1ebfu th\u1ef1c t\u1ebf v\u00e0 c\u1ea3nh b\u00e1o <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a26e3d elementor-widget elementor-widget-text-editor\" data-id=\"3a26e3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>C\u00e1c b\u00e1o c\u00e1o ng\u00e0nh ghi nh\u1eadn nh\u1eefng l\u1ee3i \u00edch c\u1ee5 th\u1ec3 c\u1ee7a ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong tuy\u1ec3n d\u1ee5ng.<\/p><p>V\u00ed d\u1ee5, c\u00e1c chuy\u00ean gia cho bi\u1ebft r\u1eb1ng ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch \u0111\u1ecbnh h\u01b0\u1edbng c\u00f3 th\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh tuy\u1ec3n d\u1ee5ng v\u00e0 n\u00e2ng cao t\u1ef7 l\u1ec7 gi\u1eef ch\u00e2n nh\u00e2n vi\u00ean (<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC7252110\/\" rel=\"nofollow noopener\" target=\"_blank\">Vi\u1ec7n Y t\u1ebf Qu\u1ed1c gia Hoa K\u1ef3\/Th\u01b0 vi\u1ec7n Y khoa Qu\u1ed1c gia, 2020<\/a>).<\/p><p>T\u00f3m t\u1eaft doanh nghi\u1ec7p c\u0169ng m\u00f4 t\u1ea3 c\u00e1c c\u00f4ng ty l\u1edbn r\u00fat ng\u1eafn chu k\u1ef3 tuy\u1ec3n d\u1ee5ng sau khi \u00e1p d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI).<a href=\"https:\/\/connect.betagammasigma.org\/blogs\/julio-velazquez\/2019\/05\/10\/3-ways-to-improve-efficiency-and-curb-bias-with-ai\" rel=\"nofollow noopener\" target=\"_blank\">T\u00f3m t\u1eaft v\u1ee5 \u00e1n Unilever, 2019<\/a>), m\u1eb7c d\u00f9 c\u00e1c chi ti\u1ebft v\u00e0 ch\u1ec9 s\u1ed1 c\u00f4ng khai c\u00f3 th\u1ec3 kh\u00e1c nhau v\u00e0 n\u00ean \u0111\u01b0\u1ee3c xem nh\u01b0 minh h\u1ecda ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 quy \u0111\u1ecbnh.<\/p><p>B\u00e0i h\u1ecdc kinh nghi\u1ec7m<\/p><ul><li>B\u1eaft \u0111\u1ea7u t\u1eeb ph\u1ea1m vi h\u1eb9p: ch\u1ecdn m\u1ed9t nh\u00f3m vai tr\u00f2 v\u00e0 m\u1ed9t k\u1ebft qu\u1ea3 r\u00f5 r\u00e0ng.<\/li><li>\u0110o l\u01b0\u1eddng m\u1ed9t c\u00e1ch ch\u00ednh x\u00e1c v\u00e0 tr\u00e1nh vi\u1ec7c theo \u0111u\u1ed5i s\u1ef1 t\u0103ng tr\u01b0\u1edfng c\u1ee7a m\u00f4 h\u00ecnh m\u00e0 b\u1ecf qua l\u1ee3i nhu\u1eadn tr\u00ean \u0111\u1ea7u t\u01b0 (ROI).<\/li><li>Gi\u1eef quy\u1ec1n ki\u1ec3m so\u00e1t cho b\u1ed9 ph\u1eadn Nh\u00e2n s\u1ef1 v\u00e0 c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd tuy\u1ec3n d\u1ee5ng: m\u00f4 h\u00ecnh h\u01b0\u1edbng d\u1eabn, con ng\u01b0\u1eddi quy\u1ebft \u0111\u1ecbnh.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-defc172 elementor-widget elementor-widget-heading\" data-id=\"defc172\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e1c b\u01b0\u1edbc ti\u1ebfp theo cho \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 c\u1ee7a c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf (SME) <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca76d73 elementor-widget elementor-widget-text-editor\" data-id=\"ca76d73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Danh s\u00e1ch ki\u1ec3m tra ban \u0111\u1ea7u: C\u00e1c b\u01b0\u1edbc th\u1eed nghi\u1ec7m trong 30\u201390 ng\u00e0y<\/p><ol><li>Th\u1ef1c hi\u1ec7n ki\u1ec3m to\u00e1n d\u1eef li\u1ec7u v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c tr\u01b0\u1eddng th\u00f4ng tin b\u1eaft bu\u1ed9c.<\/li><li>Ch\u1ecdn 1\u20132 v\u1ecb tr\u00ed c\u00f3 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1edbn v\u00e0 x\u00e1c \u0111\u1ecbnh 3\u20135 ch\u1ec9 s\u1ed1 KPI (th\u1eddi gian tuy\u1ec3n d\u1ee5ng, t\u1ef7 l\u1ec7 \u1ee9ng vi\u00ean \u0111\u01b0\u1ee3c tuy\u1ec3n d\u1ee5ng, t\u1ef7 l\u1ec7 th\u00f4i vi\u1ec7c trong 90 ng\u00e0y).<\/li><li>Ch\u1ea1y m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01a1n gi\u1ea3n ho\u1eb7c quy t\u1eafc \u01b0u ti\u00ean trong kho\u1ea3ng 30\u201390 ng\u00e0y v\u00e0 hi\u1ec3n th\u1ecb \u0111i\u1ec3m s\u1ed1 trong h\u1ec7 th\u1ed1ng theo d\u00f5i \u1ee9ng vi\u00ean (ATS) c\u1ee7a b\u1ea1n.<\/li><li>Theo d\u00f5i hi\u1ec7u su\u1ea5t, c\u00e1c ch\u1ec9 s\u1ed1 c\u00f4ng b\u1eb1ng v\u00e0 ph\u1ea3n h\u1ed3i t\u1eeb nh\u00e0 tuy\u1ec3n d\u1ee5ng h\u00e0ng tu\u1ea7n; b\u00e1o c\u00e1o h\u00e0ng th\u00e1ng cho ban l\u00e3nh \u0111\u1ea1o.<\/li><li>N\u1ebfu k\u1ebft qu\u1ea3 cho th\u1ea5y l\u1ee3i nhu\u1eadn tr\u00ean v\u1ed1n \u0111\u1ea7u t\u01b0 (ROI) t\u00edch c\u1ef1c v\u00e0 kh\u00f4ng c\u00f3 t\u00edn hi\u1ec7u b\u1ea5t c\u00f4ng, h\u00e3y m\u1edf r\u1ed9ng sang c\u00e1c vai tr\u00f2 kh\u00e1c v\u00e0 ch\u00ednh th\u1ee9c h\u00f3a c\u01a1 ch\u1ebf qu\u1ea3n tr\u1ecb.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd76fdf elementor-widget elementor-widget-heading\" data-id=\"fd76fdf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0190b1 elementor-widget elementor-widget-n-accordion\" data-id=\"a0190b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. M\u1edf li\u00ean k\u1ebft b\u1eb1ng ph\u00edm Enter ho\u1eb7c Space, \u0111\u00f3ng b\u1eb1ng ph\u00edm Escape v\u00e0 \u0111i\u1ec1u h\u01b0\u1edbng b\u1eb1ng ph\u00edm m\u0169i t\u00ean\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1670\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1670\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> T\u00f4i c\u1ea7n bao nhi\u00eau d\u1eef li\u1ec7u l\u1ecbch s\u1eed?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1670\" class=\"elementor-element elementor-element-2e2b666 e-con-full e-flex e-con e-child\" data-id=\"2e2b666\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1670\" class=\"elementor-element elementor-element-2b4c1eb e-flex e-con-boxed e-con e-child\" data-id=\"2b4c1eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a393c5 elementor-widget elementor-widget-text-editor\" data-id=\"2a393c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>M\u1ee5c ti\u00eau l\u00e0 6\u201312 th\u00e1ng cho m\u1ed7i nh\u00f3m vai tr\u00f2; v\u1edbi s\u1ed1 l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng \u00edt h\u01a1n, h\u00e3y t\u1eadp trung v\u00e0o c\u00f4ng tr\u00ecnh t\u00ednh n\u0103ng v\u00e0 c\u00e1c ng\u01b0\u1ee1ng th\u1eadn tr\u1ecdng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1671\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1671\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> C\u00e1c m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n c\u00f3 lo\u1ea1i b\u1ecf \u0111\u01b0\u1ee3c s\u1ef1 thi\u00ean v\u1ecb kh\u00f4ng?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1671\" class=\"elementor-element elementor-element-9b6453b e-con-full e-flex e-con e-child\" data-id=\"9b6453b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1671\" class=\"elementor-element elementor-element-c59ffec e-flex e-con-boxed e-con e-child\" data-id=\"c59ffec\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa84c70 elementor-widget elementor-widget-text-editor\" data-id=\"aa84c70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tS\u1ed1. C\u00e1c m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 gi\u1ea3m b\u1edbt m\u1ed9t s\u1ed1 s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n c\u1ee7a con ng\u01b0\u1eddi nh\u01b0ng c\u00f3 th\u1ec3 l\u00e0m tr\u1ea7m tr\u1ecdng th\u00eam s\u1ef1 thi\u00ean v\u1ecb n\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c ki\u1ec3m tra; th\u1ef1c hi\u1ec7n c\u00e1c ki\u1ec3m tra nh\u00f3m con v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c t\u00ednh n\u0103ng g\u00e2y v\u1ea5n \u0111\u1ec1.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1672\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1672\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Ch\u00fang ta c\u00f3 th\u1ec3 tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n th\u1eed nghi\u1ec7m v\u1edbi MiHCM Lite kh\u00f4ng?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1672\" class=\"elementor-element elementor-element-a746b69 e-con-full e-flex e-con e-child\" data-id=\"a746b69\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1672\" class=\"elementor-element elementor-element-382b8b6 e-flex e-con-boxed e-con e-child\" data-id=\"382b8b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4f2a076 elementor-widget elementor-widget-text-editor\" data-id=\"4f2a076\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\u0110\u00fang. MiHCM Lite t\u1eadp trung d\u1eef li\u1ec7u nh\u00e2n s\u1ef1 cho c\u00e1c \u0111\u1ed9i nh\u00f3m nh\u1ecf v\u00e0 t\u00edch h\u1ee3p v\u1edbi c\u00e1c m\u00f4-\u0111un Ph\u00e2n t\u00edch v\u00e0 D\u1eef li\u1ec7u &amp; Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 th\u1eed nghi\u1ec7m v\u00e0 tri\u1ec3n khai nhanh ch\u00f3ng.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1673\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1673\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Ch\u00fang ta n\u00ean t\u00e1i \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh bao l\u00e2u m\u1ed9t l\u1ea7n?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1673\" class=\"elementor-element elementor-element-5e82b18 e-con-full e-flex e-con e-child\" data-id=\"5e82b18\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1673\" class=\"elementor-element elementor-element-8193d12 e-flex e-con-boxed e-con e-child\" data-id=\"8193d12\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8d38fd3 elementor-widget elementor-widget-text-editor\" data-id=\"8d38fd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tTh\u00f4ng th\u01b0\u1eddng, c\u1ee9 sau 3\u20136 th\u00e1ng ho\u1eb7c sau nh\u1eefng thay \u0111\u1ed5i l\u1edbn v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng tuy\u1ec3n d\u1ee5ng, thi\u1ebft k\u1ebf c\u00f4ng vi\u1ec7c ho\u1eb7c bi\u1ebfn \u0111\u1ed9ng th\u1ecb tr\u01b0\u1eddng b\u00ean ngo\u00e0i.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1674\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1674\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> N\u1ebfu m\u00f4 h\u00ecnh \u0111\u1ec1 xu\u1ea5t m\u1ed9t \u1ee9ng vi\u00ean m\u00e0 t\u00f4i kh\u00f4ng tin t\u01b0\u1edfng th\u00ec sao?  <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1674\" class=\"elementor-element elementor-element-3faf756 e-con-full e-flex e-con e-child\" data-id=\"3faf756\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1674\" class=\"elementor-element elementor-element-2c78af0 e-flex e-con-boxed e-con e-child\" data-id=\"2c78af0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d100120 elementor-widget elementor-widget-text-editor\" data-id=\"d100120\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tGi\u1eef con ng\u01b0\u1eddi tham gia v\u00e0o qu\u00e1 tr\u00ecnh: S\u1eed d\u1ee5ng \u0111i\u1ec3m s\u1ed1 nh\u01b0 m\u1ed9t t\u00edn hi\u1ec7u v\u00e0 y\u00eau c\u1ea7u \u0111\u00e1nh gi\u00e1 c\u1ee7a con ng\u01b0\u1eddi \u0111\u1ed1i v\u1edbi c\u00e1c quy\u1ebft \u0111\u1ecbnh tuy\u1ec3n d\u1ee5ng g\u1ea7n ng\u01b0\u1ee1ng quy\u1ebft \u0111\u1ecbnh.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Predictive hiring analytics uses historical HR and recruitment data to generate candidate-fit signals that help recruiters prioritise applicants, shorten hiring cycles, and reduce early churn. For Small and Medium-sized Enterprises (SMEs), these methods offer a practical path to higher quality-of-hire without large analytics teams. SMEs typically hold useful HRIS and ATS records (applications, interview ratings, [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":54148,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[18],"tags":[],"class_list":["post-54147","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/posts\/54147","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/comments?post=54147"}],"version-history":[{"count":0,"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/posts\/54147\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/media\/54148"}],"wp:attachment":[{"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/media?parent=54147"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/categories?post=54147"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mihcm.com\/vn\/wp-json\/wp\/v2\/tags?post=54147"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}