{"id":12955,"date":"2026-02-06T15:25:37","date_gmt":"2026-02-06T08:25:37","guid":{"rendered":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/?p=12955"},"modified":"2026-05-28T12:22:37","modified_gmt":"2026-05-28T05:22:37","slug":"nganh-robot-tri-tue-nhan-tao-la-gi-hoc-nhung-gi","status":"publish","type":"post","link":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/tu-van-nghe-nghiep\/nganh-robot-tri-tue-nhan-tao-la-gi-hoc-nhung-gi","title":{"rendered":"Ng\u00e0nh Robot Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o L\u00e0 G\u00ec? H\u1ecdc Nh\u1eefng G\u00ec?"},"content":{"rendered":"

Robot th\u00f4ng minh \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong s\u1ea3n xu\u1ea5t, y t\u1ebf v\u00e0 \u0111\u1eddi s\u1ed1ng. Nhi\u1ec1u b\u1ea1n tr\u1ebb \u0111\u1eb7t c\u00e2u h\u1ecfi ng\u00e0nh robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec, h\u1ecdc nh\u1eefng g\u00ec<\/strong> tr\u01b0\u1edbc khi ch\u1ecdn ng\u00e0nh \u0111\u1ea1i h\u1ecdc. B\u00e0i vi\u1ebft cung c\u1ea5p th\u00f4ng tin v\u1ec1 ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, m\u00f4n h\u1ecdc, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m v\u00e0 m\u1ee9c thu nh\u1eadp tham kh\u1ea3o.<\/p>\n

\"Ng\u00e0nh<\/figure>\n

1. Ng\u00e0nh Robot Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o L\u00e0 G\u00ec?<\/h2>\n

Ng\u00e0nh Robot v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Robot & AI) l\u00e0 ng\u00e0nh h\u1ecdc k\u1ebft h\u1ee3p gi\u1eefa k\u1ef9 thu\u1eadt robot (Robotics) v\u1edbi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (Artificial Intelligence). M\u1ee5c ti\u00eau c\u1ee7a ng\u00e0nh l\u00e0 \u0111\u00e0o t\u1ea1o k\u1ef9 s\u01b0 c\u00f3 kh\u1ea3 n\u0103ng thi\u1ebft k\u1ebf, ch\u1ebf t\u1ea1o v\u00e0 l\u1eadp tr\u00ecnh c\u00e1c h\u1ec7 th\u1ed1ng robot th\u00f4ng minh, m\u00e1y m\u00f3c t\u1ef1 \u0111\u1ed9ng h\u00f3a \u1ee9ng d\u1ee5ng trong s\u1ea3n xu\u1ea5t, y t\u1ebf, n\u00f4ng nghi\u1ec7p v\u00e0 \u0111\u1eddi s\u1ed1ng. \u0110\u00e2y l\u00e0 ng\u00e0nh li\u00ean ng\u00e0nh, giao thoa gi\u1eefa \u0111i\u1ec7n \u2013 \u0111i\u1ec7n t\u1eed, c\u01a1 kh\u00ed, c\u00f4ng ngh\u1ec7 th\u00f4ng tin v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/p>\n

M\u00e3 ng\u00e0nh v\u00e0 ph\u00e2n lo\u1ea1i<\/h3>\n

T\u1ea1i Vi\u1ec7t Nam, ng\u00e0nh K\u1ef9 thu\u1eadt Robot v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c B\u1ed9 Gi\u00e1o d\u1ee5c v\u00e0 \u0110\u00e0o t\u1ea1o ph\u00e2n lo\u1ea1i thu\u1ed9c nh\u00f3m ng\u00e0nh K\u1ef9 thu\u1eadt \u0111i\u1ec7n, \u0111i\u1ec7n t\u1eed v\u00e0 vi\u1ec5n th\u00f4ng. M\u1ed9t s\u1ed1 tr\u01b0\u1eddng \u0111\u00e0o t\u1ea1o ng\u00e0nh n\u00e0y d\u01b0\u1edbi m\u00e3 ng\u00e0nh 7520218 (K\u1ef9 thu\u1eadt Robot) ho\u1eb7c \u0111\u1eb7t nh\u01b0 chuy\u00ean ng\u00e0nh thu\u1ed9c nh\u00f3m C\u00f4ng ngh\u1ec7 th\u00f4ng tin, t\u00f9y theo c\u00e1ch t\u1ed5 ch\u1ee9c ch\u01b0\u01a1ng tr\u00ecnh c\u1ee7a t\u1eebng tr\u01b0\u1eddng. Th\u1eddi gian \u0111\u00e0o t\u1ea1o l\u00e0 4 n\u0103m, sinh vi\u00ean t\u1ed1t nghi\u1ec7p nh\u1eadn b\u1eb1ng k\u1ef9 s\u01b0.<\/p>\n

S\u1ef1 kh\u00e1c bi\u1ec7t so v\u1edbi ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o thu\u1ea7n<\/h3>\n

Nhi\u1ec1u b\u1ea1n d\u1ec5 nh\u1ea7m l\u1eabn gi\u1eefa ng\u00e0nh Robot & AI v\u1edbi ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (m\u00e3 ng\u00e0nh 7480107). \u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ed1t l\u00f5i l\u00e0 ng\u00e0nh Robot & AI t\u1eadp trung v\u00e0o ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m nh\u00fang cho robot, trong khi ng\u00e0nh AI thu\u1ea7n thi\u00ean v\u1ec1 thu\u1eadt to\u00e1n, m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y v\u00e0 \u1ee9ng d\u1ee5ng ph\u1ea7n m\u1ec1m. N\u1ebfu b\u1ea1n th\u00edch l\u1eafp r\u00e1p, ch\u1ebf t\u1ea1o thi\u1ebft b\u1ecb k\u1ebft h\u1ee3p l\u1eadp tr\u00ecnh, ng\u00e0nh Robot & AI c\u00f3 th\u1ec3 ph\u00f9 h\u1ee3p h\u01a1n. Ng\u01b0\u1ee3c l\u1ea1i, n\u1ebfu b\u1ea1n quan t\u00e2m nhi\u1ec1u h\u01a1n \u0111\u1ebfn d\u1eef li\u1ec7u v\u00e0 thu\u1eadt to\u00e1n, ng\u00e0nh AI thu\u1ea7n s\u1ebd l\u00e0 l\u1ef1a ch\u1ecdn \u0111\u00e1ng c\u00e2n nh\u1eafc.<\/p>\n

\n

Ng\u00e0nh Robot v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng ch\u1ec9 d\u1eebng \u1edf l\u1eadp tr\u00ecnh ph\u1ea7n m\u1ec1m m\u00e0 c\u00f2n \u0111\u00f2i h\u1ecfi hi\u1ec3u bi\u1ebft v\u1ec1 c\u01a1 kh\u00ed, \u0111i\u1ec7n t\u1eed v\u00e0 h\u1ec7 th\u1ed1ng nh\u00fang. \u0110\u00f3 l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa “b\u1ed9 n\u00e3o” AI v\u00e0 “c\u01a1 th\u1ec3” robot \u0111\u1ec3 t\u1ea1o ra m\u00e1y m\u00f3c c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 h\u1ecdc v\u00e0 t\u1ef1 th\u00edch nghi.<\/p>\n<\/blockquote>\n

2. Ng\u00e0nh Robot Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o H\u1ecdc Nh\u1eefng G\u00ec?<\/h2>\n

Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o ng\u00e0nh Robot & AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf theo h\u01b0\u1edbng li\u00ean ng\u00e0nh, gi\u00fap sinh vi\u00ean n\u1eafm v\u1eefng c\u1ea3 n\u1ec1n t\u1ea3ng l\u00fd thuy\u1ebft l\u1eabn k\u1ef9 n\u0103ng th\u1ef1c h\u00e0nh. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 c\u00e1c nh\u00f3m ki\u1ebfn th\u1ee9c ch\u00ednh m\u00e0 sinh vi\u00ean s\u1ebd \u0111\u01b0\u1ee3c h\u1ecdc trong su\u1ed1t 4 n\u0103m \u0111\u1ea1i h\u1ecdc.<\/p>\n

Ki\u1ebfn th\u1ee9c n\u1ec1n t\u1ea3ng (n\u0103m 1 \u2013 2)<\/h3>\n

Trong giai \u0111o\u1ea1n \u0111\u1ea7u, sinh vi\u00ean x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng to\u00e1n h\u1ecdc v\u00e0 khoa h\u1ecdc t\u1ef1 nhi\u00ean v\u1eefng ch\u1eafc. C\u00e1c m\u00f4n to\u00e1n nh\u01b0 \u0111\u1ea1i s\u1ed1 tuy\u1ebfn t\u00ednh, gi\u1ea3i t\u00edch, x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea \u0111\u00f3ng vai tr\u00f2 n\u1ec1n m\u00f3ng cho vi\u1ec7c hi\u1ec3u thu\u1eadt to\u00e1n AI v\u1ec1 sau. Song song \u0111\u00f3, sinh vi\u00ean h\u1ecdc c\u00e1c m\u00f4n v\u1eadt l\u00fd \u0111\u1ea1i c\u01b0\u01a1ng, k\u1ef9 thu\u1eadt \u0111i\u1ec7n \u2013 \u0111i\u1ec7n t\u1eed v\u00e0 nh\u1eadp m\u00f4n l\u1eadp tr\u00ecnh. Ng\u00f4n ng\u1eef \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ch\u1ee7 y\u1ebfu trong giai \u0111o\u1ea1n n\u00e0y l\u00e0 Python v\u00e0 C\/C++, v\u00ec \u0111\u00e2y l\u00e0 hai ng\u00f4n ng\u1eef n\u1ec1n t\u1ea3ng cho c\u1ea3 l\u1eadp tr\u00ecnh AI l\u1eabn h\u1ec7 th\u1ed1ng nh\u00fang. Ngo\u00e0i ra, m\u00f4n C\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 gi\u1ea3i thu\u1eadt gi\u00fap sinh vi\u00ean r\u00e8n luy\u1ec7n t\u01b0 duy ph\u00e2n t\u00edch b\u00e0i to\u00e1n theo h\u01b0\u1edbng logic v\u00e0 c\u00f3 h\u1ec7 th\u1ed1ng.<\/p>\n

Ki\u1ebfn th\u1ee9c chuy\u00ean ng\u00e0nh (n\u0103m 2 \u2013 3)<\/h3>\n

Giai \u0111o\u1ea1n n\u00e0y t\u1eadp trung v\u00e0o ki\u1ebfn th\u1ee9c c\u1ed1t l\u00f5i c\u1ee7a ng\u00e0nh. Sinh vi\u00ean b\u1eaft \u0111\u1ea7u ti\u1ebfp c\u1eadn c\u00e1c m\u00f4n chuy\u00ean s\u00e2u v\u1ec1 robot h\u1ecdc, h\u1ec7 th\u1ed1ng nh\u00fang v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u00e2y l\u00e0 th\u1eddi \u0111i\u1ec3m sinh vi\u00ean h\u00ecnh th\u00e0nh r\u00f5 h\u01a1n \u0111\u1ecbnh h\u01b0\u1edbng ngh\u1ec1 nghi\u1ec7p, l\u1ef1a ch\u1ecdn gi\u1eefa h\u01b0\u1edbng ph\u1ea7n c\u1ee9ng robot ho\u1eb7c h\u01b0\u1edbng AI \u1ee9ng d\u1ee5ng.<\/p>\n

V\u1ec1 ph\u1ea7n c\u1ee9ng, sinh vi\u00ean h\u1ecdc c\u01a1 c\u1ea5u ch\u1ea5p h\u00e0nh v\u00e0 c\u1ea3m bi\u1ebfn (gi\u00fap robot t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00f4i tr\u01b0\u1eddng), vi \u0111i\u1ec1u khi\u1ec3n v\u00e0 h\u1ec7 th\u1ed1ng nh\u00fang (l\u1eadp tr\u00ecnh \u0111i\u1ec1u khi\u1ec3n ph\u1ea7n c\u1ee9ng robot), c\u00f9ng l\u00fd thuy\u1ebft \u0111i\u1ec1u khi\u1ec3n t\u1ef1 \u0111\u1ed9ng (nguy\u00ean l\u00fd \u0111i\u1ec1u khi\u1ec3n chuy\u1ec3n \u0111\u1ed9ng). V\u1ec1 ph\u1ea7n m\u1ec1m AI, c\u00e1c m\u00f4n tr\u1ecdng t\u00e2m g\u1ed3m H\u1ecdc m\u00e1y (Machine Learning), Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh (Computer Vision) v\u00e0 X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean (NLP). C\u00f4ng ngh\u1ec7 IoT c\u0169ng \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o ch\u01b0\u01a1ng tr\u00ecnh \u0111\u1ec3 sinh vi\u00ean hi\u1ec3u c\u00e1ch k\u1ebft n\u1ed1i robot v\u1edbi c\u00e1c thi\u1ebft b\u1ecb v\u00e0 h\u1ec7 th\u1ed1ng m\u1ea1ng.<\/p>\n

Ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u v\u00e0 \u0111\u1ed3 \u00e1n (n\u0103m 3 \u2013 4)<\/h3>\n

\u1ede giai \u0111o\u1ea1n cu\u1ed1i, sinh vi\u00ean \u0111i s\u00e2u v\u00e0o c\u00e1c ch\u1ee7 \u0111\u1ec1 n\u00e2ng cao v\u00e0 th\u1ef1c hi\u1ec7n \u0111\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p. Nhi\u1ec1u tr\u01b0\u1eddng t\u1ed5 ch\u1ee9c \u0111\u1ec3 sinh vi\u00ean tham gia d\u1ef1 \u00e1n th\u1ef1c t\u1ebf t\u1ea1i doanh nghi\u1ec7p ho\u1eb7c ph\u00f2ng th\u00ed nghi\u1ec7m, t\u00edch l\u0169y kinh nghi\u1ec7m tr\u01b0\u1edbc khi ra tr\u01b0\u1eddng. C\u00e1c m\u00f4n h\u1ecdc n\u00e2ng cao g\u1ed3m H\u1ecdc s\u00e2u (Deep Learning) v\u1edbi m\u1ea1ng n\u01a1-ron nhi\u1ec1u l\u1edbp, K\u1ef9 thu\u1eadt Robot n\u00e2ng cao v\u1ec1 thi\u1ebft k\u1ebf v\u00e0 m\u00f4 ph\u1ecfng robot c\u00f4ng nghi\u1ec7p, L\u1eadp tr\u00ecnh PLC \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a nh\u00e0 m\u00e1y, v\u00e0 \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y ph\u1ee5c v\u1ee5 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng AI quy m\u00f4 l\u1edbn. \u0110\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p y\u00eau c\u1ea7u sinh vi\u00ean x\u00e2y d\u1ef1ng m\u1ed9t s\u1ea3n ph\u1ea9m robot ho\u1eb7c h\u1ec7 th\u1ed1ng AI ho\u00e0n ch\u1ec9nh gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n th\u1ef1c t\u1ebf.<\/p>\n

3. T\u1ed1 Ch\u1ea5t V\u00e0 K\u1ef9 N\u0103ng C\u1ea7n C\u00f3<\/h2>\n

Kh\u00f4ng ph\u1ea3i ai c\u0169ng ph\u00f9 h\u1ee3p v\u1edbi ng\u00e0nh Robot & AI. \u0110\u1ec3 theo \u0111u\u1ed5i ng\u00e0nh n\u00e0y hi\u1ec7u qu\u1ea3, b\u1ea1n c\u1ea7n c\u00f3 m\u1ed9t s\u1ed1 t\u1ed1 ch\u1ea5t v\u00e0 k\u1ef9 n\u0103ng nh\u1ea5t \u0111\u1ecbnh. Tuy nhi\u00ean, \u0111\u00e2y l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 c\u00f3 th\u1ec3 r\u00e8n luy\u1ec7n d\u1ea7n trong qu\u00e1 tr\u00ecnh h\u1ecdc t\u1eadp, kh\u00f4ng nh\u1ea5t thi\u1ebft ph\u1ea3i gi\u1ecfi s\u1eb5n t\u1eeb \u0111\u1ea7u.<\/p>\n

T\u1ed1 ch\u1ea5t ph\u00f9 h\u1ee3p<\/h3>\n

T\u1ed1 ch\u1ea5t quan tr\u1ecdng nh\u1ea5t l\u00e0 t\u01b0 duy logic v\u00e0 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch, b\u1edfi ng\u00e0nh \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng chia nh\u1ecf v\u1ea5n \u0111\u1ec1 ph\u1ee9c t\u1ea1p th\u00e0nh c\u00e1c b\u01b0\u1edbc c\u1ee5 th\u1ec3. B\u1ea1n c\u0169ng c\u1ea7n y\u00eau th\u00edch to\u00e1n v\u00e0 khoa h\u1ecdc t\u1ef1 nhi\u00ean v\u00ec to\u00e1n h\u1ecdc l\u00e0 c\u00f4ng c\u1ee5 c\u1ed1t l\u00f5i xuy\u00ean su\u1ed1t ch\u01b0\u01a1ng tr\u00ecnh. S\u1ef1 ki\u00ean nh\u1eabn v\u00e0 ch\u1ecbu kh\u00f3 th\u1eed nghi\u1ec7m r\u1ea5t c\u1ea7n thi\u1ebft khi l\u1eadp tr\u00ecnh robot v\u00e0 AI th\u01b0\u1eddng tr\u1ea3i qua nhi\u1ec1u l\u1ea7n th\u1eed, sai r\u1ed3i s\u1eeda. Ngo\u00e0i ra, ham t\u00ecm hi\u1ec3u c\u00f4ng ngh\u1ec7 m\u1edbi gi\u00fap b\u1ea1n b\u1eaft k\u1ecbp xu h\u01b0\u1edbng trong l\u0129nh v\u1ef1c thay \u0111\u1ed5i li\u00ean t\u1ee5c n\u00e0y.<\/p>\n

K\u1ef9 n\u0103ng n\u00ean trang b\u1ecb s\u1edbm<\/h3>\n

L\u1eadp tr\u00ecnh Python l\u00e0 k\u1ef9 n\u0103ng n\u00ean h\u1ecdc s\u1edbm nh\u1ea5t v\u00ec \u0111\u00e2y l\u00e0 ng\u00f4n ng\u1eef ph\u1ed5 bi\u1ebfn trong c\u1ea3 AI l\u1eabn \u0111i\u1ec1u khi\u1ec3n robot. Ti\u1ebfng Anh chuy\u00ean ng\u00e0nh c\u0169ng r\u1ea5t c\u1ea7n thi\u1ebft b\u1edfi ph\u1ea7n l\u1edbn t\u00e0i li\u1ec7u, nghi\u00ean c\u1ee9u v\u00e0 c\u1ed9ng \u0111\u1ed3ng chuy\u00ean m\u00f4n \u0111\u1ec1u s\u1eed d\u1ee5ng ti\u1ebfng Anh. K\u1ef9 n\u0103ng l\u00e0m vi\u1ec7c nh\u00f3m gi\u00fap b\u1ea1n ph\u1ed1i h\u1ee3p hi\u1ec7u qu\u1ea3 trong c\u00e1c d\u1ef1 \u00e1n robot \u0111a chuy\u00ean m\u00f4n. Cu\u1ed1i c\u00f9ng, t\u01b0 duy thi\u1ebft k\u1ebf (Design Thinking) gi\u00fap b\u1ea1n \u0111\u1eb7t v\u1ea5n \u0111\u1ec1 t\u1eeb g\u00f3c \u0111\u1ed9 ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i, t\u1eeb \u0111\u00f3 t\u1ea1o ra s\u1ea3n ph\u1ea9m th\u1ef1c s\u1ef1 h\u1eefu \u00edch.<\/p>\n

4. Tr\u01b0\u1eddng \u0110\u00e0o T\u1ea1o Ng\u00e0nh Robot V\u00e0 Tr\u00ed Tu\u1ec7 Nh\u00e2n T\u1ea1o<\/h2>\n

Hi\u1ec7n t\u1ea1i, s\u1ed1 l\u01b0\u1ee3ng tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc t\u1ea1i Vi\u1ec7t Nam \u0111\u00e0o t\u1ea1o ng\u00e0nh Robot & AI \u0111ang ng\u00e0y c\u00e0ng t\u0103ng. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 tr\u01b0\u1eddng ti\u00eau bi\u1ec3u, m\u1ee9c \u0111i\u1ec3m chu\u1ea9n mang t\u00ednh tham kh\u1ea3o v\u00e0 c\u00f3 th\u1ec3 thay \u0111\u1ed5i theo t\u1eebng n\u0103m.<\/p>\n

Khu v\u1ef1c ph\u00eda Nam<\/h3>\n

\u2013 \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7 TP.HCM (HUTECH): \u0111\u00e0o t\u1ea1o chuy\u00ean ng\u00e0nh Robot & AI v\u1edbi ch\u01b0\u01a1ng tr\u00ecnh 4 n\u0103m, \u0111i\u1ec3m chu\u1ea9n n\u0103m 2024 dao \u0111\u1ed9ng kho\u1ea3ng 16\u201321 \u0111i\u1ec3m t\u00f9y ph\u01b0\u01a1ng th\u1ee9c x\u00e9t tuy\u1ec3n<\/p>\n

\u2013 \u0110\u1ea1i h\u1ecdc Kinh t\u1ebf TP.HCM (UEH): m\u1edf ch\u01b0\u01a1ng tr\u00ecnh K\u1ef9 s\u01b0 Robot & AI, k\u1ebft h\u1ee3p ki\u1ebfn th\u1ee9c k\u1ef9 thu\u1eadt v\u1edbi t\u01b0 duy kinh t\u1ebf<\/p>\n

\u2013 \u0110\u1ea1i h\u1ecdc T\u00f4n \u0110\u1ee9c Th\u1eafng (TDTU): x\u00e9t tuy\u1ec3n kh\u1ed1i A00, A01, D01, D90 v\u1edbi \u0111i\u1ec3m chu\u1ea9n n\u0103m 2024 kho\u1ea3ng 25,66 \u0111i\u1ec3m<\/p>\n

\u2013 \u0110\u1ea1i h\u1ecdc S\u01b0 ph\u1ea1m K\u1ef9 thu\u1eadt TP.HCM (UTE): ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o k\u1ef9 s\u01b0 Robot & AI v\u1edbi c\u01a1 s\u1edf th\u1ef1c h\u00e0nh hi\u1ec7n \u0111\u1ea1i<\/p>\n

Khu v\u1ef1c ph\u00eda B\u1eafc<\/h3>\n

\u2013 \u0110\u1ea1i h\u1ecdc B\u00e1ch khoa H\u00e0 N\u1ed9i (HUST): ng\u00e0nh K\u1ef9 thu\u1eadt Robot thu\u1ed9c top \u0111\u1ea7u v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng \u0111\u00e0o t\u1ea1o, \u0111i\u1ec3m chu\u1ea9n thu\u1ed9c nh\u00f3m cao<\/p>\n

\u2013 \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7 (VNU-HN): trung t\u00e2m nghi\u00ean c\u1ee9u AI v\u00e0 Robot h\u00e0ng \u0111\u1ea7u mi\u1ec1n B\u1eafc<\/p>\n

\u2013 \u0110\u1ea1i h\u1ecdc Giao th\u00f4ng V\u1eadn t\u1ea3i (UTC): Khoa \u0110i\u1ec7n \u2013 \u0110i\u1ec7n t\u1eed \u0111\u00e0o t\u1ea1o ng\u00e0nh K\u1ef9 thu\u1eadt Robot & AI<\/p>\n

Tr\u01b0\u1eddng qu\u1ed1c t\u1ebf v\u00e0 li\u00ean k\u1ebft<\/h3>\n

\u2013 VinUni: ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o theo chu\u1ea9n qu\u1ed1c t\u1ebf, x\u00e9t tuy\u1ec3n b\u1eb1ng h\u1ecdc b\u1ea1 v\u00e0 ph\u1ecfng v\u1ea5n<\/p>\n

\u2013 Swinburne Vi\u1ec7t Nam: ch\u01b0\u01a1ng tr\u00ecnh k\u1ef9 thu\u1eadt Robot & AI li\u00ean k\u1ebft v\u1edbi \u0110\u1ea1i h\u1ecdc Swinburne (\u00dac)<\/p>\n

5. C\u01a1 H\u1ed9i Vi\u1ec7c L\u00e0m Sau T\u1ed1t Nghi\u1ec7p<\/h2>\n

Sinh vi\u00ean t\u1ed1t nghi\u1ec7p ng\u00e0nh Robot & AI c\u00f3 th\u1ec3 \u1ee9ng tuy\u1ec3n v\u00e0o nhi\u1ec1u v\u1ecb tr\u00ed kh\u00e1c nhau, t\u00f9y thu\u1ed9c v\u00e0o chuy\u00ean m\u00f4n v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng c\u00e1 nh\u00e2n. Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng trong l\u0129nh v\u1ef1c n\u00e0y \u0111ang c\u00f3 xu h\u01b0\u1edbng t\u0103ng t\u1ea1i Vi\u1ec7t Nam, song c\u01a1 h\u1ed9i c\u1ee5 th\u1ec3 c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o n\u0103ng l\u1ef1c, kinh nghi\u1ec7m v\u00e0 th\u1eddi \u0111i\u1ec3m th\u1ecb tr\u01b0\u1eddng.<\/p>\n

K\u1ef9 s\u01b0 Robot (Robotics Engineer)<\/h3>\n

\u0110\u00e2y l\u00e0 v\u1ecb tr\u00ed tr\u1ef1c ti\u1ebfp nh\u1ea5t v\u1edbi ng\u00e0nh h\u1ecdc. K\u1ef9 s\u01b0 Robot thi\u1ebft k\u1ebf, l\u1eafp r\u00e1p v\u00e0 l\u1eadp tr\u00ecnh robot ph\u1ee5c v\u1ee5 s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p, logistics ho\u1eb7c y t\u1ebf. C\u00f4ng vi\u1ec7c bao g\u1ed3m t\u00edch h\u1ee3p ph\u1ea7n c\u1ee9ng (c\u1ea3m bi\u1ebfn, \u0111\u1ed9ng c\u01a1, b\u1ed9 \u0111i\u1ec1u khi\u1ec3n) v\u1edbi ph\u1ea7n m\u1ec1m \u0111i\u1ec1u khi\u1ec3n \u0111\u1ec3 robot v\u1eadn h\u00e0nh theo y\u00eau c\u1ea7u.<\/p>\n

K\u1ef9 s\u01b0 AI \/ Machine Learning<\/h3>\n

V\u1ecb tr\u00ed n\u00e0y t\u1eadp trung ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u1ee9ng d\u1ee5ng trong robot ho\u1eb7c c\u00e1c h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m. K\u1ef9 s\u01b0 AI x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh, x\u1eed l\u00fd ng\u00f4n ng\u1eef, d\u1ef1 \u0111o\u00e1n d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p v\u00e0o s\u1ea3n ph\u1ea9m th\u1ef1c t\u1ebf.<\/p>\n

K\u1ef9 s\u01b0 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/h3>\n

L\u00e0m vi\u1ec7c trong c\u00e1c nh\u00e0 m\u00e1y, x\u00ed nghi\u1ec7p \u0111\u1ec3 thi\u1ebft k\u1ebf v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t t\u1ef1 \u0111\u1ed9ng. V\u1ecb tr\u00ed n\u00e0y \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c v\u1ec1 PLC, SCADA v\u00e0 h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n c\u00f4ng nghi\u1ec7p k\u1ebft h\u1ee3p v\u1edbi hi\u1ec3u bi\u1ebft v\u1ec1 AI \u0111\u1ec3 t\u1ed1i \u01b0u quy tr\u00ecnh.<\/p>\n

K\u1ef9 s\u01b0 h\u1ec7 th\u1ed1ng nh\u00fang (Embedded Systems Engineer)<\/h3>\n

Ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m ch\u1ea1y tr\u00ean vi \u0111i\u1ec1u khi\u1ec3n v\u00e0 h\u1ec7 th\u1ed1ng nh\u00fang cho robot, thi\u1ebft b\u1ecb IoT ho\u1eb7c xe t\u1ef1 h\u00e0nh. \u0110\u00e2y l\u00e0 v\u1ecb tr\u00ed \u0111\u00f2i h\u1ecfi k\u1ef9 n\u0103ng l\u1eadp tr\u00ecnh C\/C++ v\u1eefng ch\u1eafc v\u00e0 hi\u1ec3u bi\u1ebft s\u00e2u v\u1ec1 ph\u1ea7n c\u1ee9ng.<\/p>\n

Nghi\u00ean c\u1ee9u v\u00e0 gi\u1ea3ng d\u1ea1y<\/h3>\n

V\u1edbi nh\u1eefng b\u1ea1n \u0111am m\u00ea h\u1ecdc thu\u1eadt, c\u00f3 th\u1ec3 theo h\u01b0\u1edbng nghi\u00ean c\u1ee9u t\u1ea1i c\u00e1c vi\u1ec7n, trung t\u00e2m R&D ho\u1eb7c gi\u1ea3ng d\u1ea1y t\u1ea1i tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc. Con \u0111\u01b0\u1eddng n\u00e0y th\u01b0\u1eddng y\u00eau c\u1ea7u h\u1ecdc ti\u1ebfp th\u1ea1c s\u0129 ho\u1eb7c ti\u1ebfn s\u0129.<\/p>\n

6. M\u1ee9c L\u01b0\u01a1ng Tham Kh\u1ea3o<\/h2>\n

M\u1ee9c thu nh\u1eadp trong ng\u00e0nh Robot & AI t\u1ea1i Vi\u1ec7t Nam ph\u1ee5 thu\u1ed9c v\u00e0o nhi\u1ec1u y\u1ebfu t\u1ed1 nh\u01b0 v\u1ecb tr\u00ed c\u00f4ng vi\u1ec7c, kinh nghi\u1ec7m, quy m\u00f4 doanh nghi\u1ec7p v\u00e0 khu v\u1ef1c l\u00e0m vi\u1ec7c. C\u00e1c con s\u1ed1 d\u01b0\u1edbi \u0111\u00e2y ch\u1ec9 mang t\u00ednh tham kh\u1ea3o, \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p t\u1eeb c\u00e1c ngu\u1ed3n tuy\u1ec3n d\u1ee5ng t\u1ea1i th\u1eddi \u0111i\u1ec3m vi\u1ebft b\u00e0i.<\/p>\n

Theo kinh nghi\u1ec7m<\/h3>\n

\u2013 M\u1edbi t\u1ed1t nghi\u1ec7p (0\u20131 n\u0103m kinh nghi\u1ec7m): kho\u1ea3ng 12\u201320 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng, t\u00f9y v\u1ecb tr\u00ed v\u00e0 doanh nghi\u1ec7p<\/p>\n

\u2013 C\u00f3 kinh nghi\u1ec7m (2\u20135 n\u0103m): kho\u1ea3ng 25\u201345 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng, t\u00f9y chuy\u00ean m\u00f4n v\u00e0 n\u0103ng l\u1ef1c<\/p>\n

\u2013 Chuy\u00ean gia, qu\u1ea3n l\u00fd (tr\u00ean 5 n\u0103m): c\u00f3 th\u1ec3 t\u1eeb 50 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng tr\u1edf l\u00ean t\u1ea1i c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 l\u1edbn ho\u1eb7c t\u1eadp \u0111o\u00e0n \u0111a qu\u1ed1c gia, t\u00f9y thu\u1ed9c v\u00e0o doanh nghi\u1ec7p c\u1ee5 th\u1ec3<\/p>\n

Y\u1ebfu t\u1ed1 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn thu nh\u1eadp<\/h3>\n

M\u1ee9c l\u01b0\u01a1ng th\u1ef1c t\u1ebf ch\u1ecbu t\u00e1c \u0111\u1ed9ng b\u1edfi nhi\u1ec1u y\u1ebfu t\u1ed1. K\u1ef9 s\u01b0 c\u00f3 ch\u1ee9ng ch\u1ec9 qu\u1ed1c t\u1ebf, th\u00e0nh th\u1ea1o ti\u1ebfng Anh v\u00e0 c\u00f3 d\u1ef1 \u00e1n th\u1ef1c t\u1ebf trong portfolio th\u01b0\u1eddng c\u00f3 l\u1ee3i th\u1ebf khi th\u01b0\u01a1ng l\u01b0\u1ee3ng. Ngo\u00e0i ra, v\u1ecb tr\u00ed \u0111\u1ecba l\u00fd (TP.HCM v\u00e0 H\u00e0 N\u1ed9i th\u01b0\u1eddng c\u00f3 m\u1ee9c thu nh\u1eadp kh\u00e1c bi\u1ec7t so v\u1edbi c\u00e1c t\u1ec9nh th\u00e0nh kh\u00e1c), quy m\u00f4 doanh nghi\u1ec7p v\u00e0 ng\u00e0nh ngh\u1ec1 \u1ee9ng d\u1ee5ng c\u0169ng t\u1ea1o ra s\u1ef1 ch\u00eanh l\u1ec7ch \u0111\u00e1ng k\u1ec3.<\/p>\n

7. C\u00e2u H\u1ecfi Th\u01b0\u1eddng G\u1eb7p<\/h2>\n

Ng\u00e0nh Robot v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u00f3 h\u1ecdc kh\u00f4ng?<\/em><\/strong><\/p>\n

Ng\u00e0nh n\u00e0y \u0111\u00f2i h\u1ecfi n\u1ec1n t\u1ea3ng to\u00e1n h\u1ecdc v\u00e0 t\u01b0 duy logic t\u1ed1t, \u0111\u1ed3ng th\u1eddi c\u1ea7n s\u1ef1 ki\u00ean nh\u1eabn khi l\u00e0m vi\u1ec7c v\u1edbi c\u1ea3 ph\u1ea7n c\u1ee9ng l\u1eabn ph\u1ea7n m\u1ec1m. N\u1ebfu b\u1ea1n y\u00eau th\u00edch to\u00e1n, khoa h\u1ecdc t\u1ef1 nhi\u00ean v\u00e0 th\u00edch t\u00ecm t\u00f2i c\u00f4ng ngh\u1ec7, qu\u00e1 tr\u00ecnh h\u1ecdc s\u1ebd thu\u1eadn l\u1ee3i h\u01a1n. M\u1ee9c \u0111\u1ed9 kh\u00f3 c\u00f2n t\u00f9y thu\u1ed9c v\u00e0o n\u1ed7 l\u1ef1c v\u00e0 ph\u01b0\u01a1ng ph\u00e1p h\u1ecdc t\u1eadp c\u1ee7a m\u1ed7i ng\u01b0\u1eddi.<\/p>\n

H\u1ecdc ng\u00e0nh Robot & AI c\u1ea7n gi\u1ecfi m\u00f4n g\u00ec t\u1eeb c\u1ea5p 3?<\/em><\/strong><\/p>\n

To\u00e1n h\u1ecdc l\u00e0 m\u00f4n quan tr\u1ecdng nh\u1ea5t, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ea1i s\u1ed1 v\u00e0 gi\u1ea3i t\u00edch. V\u1eadt l\u00fd c\u0169ng c\u1ea7n thi\u1ebft v\u00ec li\u00ean quan \u0111\u1ebfn nguy\u00ean l\u00fd v\u1eadn h\u00e0nh c\u1ee7a robot. Ngo\u00e0i ra, n\u1ebfu c\u00f3 ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 tin h\u1ecdc v\u00e0 l\u1eadp tr\u00ecnh s\u1ebd l\u00e0 l\u1ee3i th\u1ebf khi b\u1eaft \u0111\u1ea7u ch\u01b0\u01a1ng tr\u00ecnh \u0111\u1ea1i h\u1ecdc.<\/p>\n

Ra tr\u01b0\u1eddng ng\u00e0nh Robot & AI c\u00f3 d\u1ec5 xin vi\u1ec7c kh\u00f4ng?<\/em><\/strong><\/p>\n

Nhu c\u1ea7u tuy\u1ec3n d\u1ee5ng trong l\u0129nh v\u1ef1c Robot v\u00e0 AI \u0111ang c\u00f3 xu h\u01b0\u1edbng t\u0103ng t\u1ea1i Vi\u1ec7t Nam, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c ng\u00e0nh s\u1ea3n xu\u1ea5t, logistics v\u00e0 c\u00f4ng ngh\u1ec7. Tuy nhi\u00ean, kh\u1ea3 n\u0103ng t\u00ecm \u0111\u01b0\u1ee3c vi\u1ec7c l\u00e0m ph\u00f9 h\u1ee3p c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n, kinh nghi\u1ec7m th\u1ef1c t\u1ebf t\u00edch l\u0169y trong qu\u00e1 tr\u00ecnh h\u1ecdc v\u00e0 nhu c\u1ea7u c\u1ee5 th\u1ec3 c\u1ee7a th\u1ecb tr\u01b0\u1eddng t\u1ea1i th\u1eddi \u0111i\u1ec3m t\u1ed1t nghi\u1ec7p.<\/p>\n

Hi\u1ec3u r\u00f5 ng\u00e0nh robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec, h\u1ecdc nh\u1eefng g\u00ec<\/strong> gi\u00fap b\u1ea1n tr\u1ebb c\u00f3 c\u01a1 s\u1edf \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh ph\u00f9 h\u1ee3p. \u0110\u00e2y l\u00e0 ng\u00e0nh li\u00ean ng\u00e0nh k\u1ebft h\u1ee3p k\u1ef9 thu\u1eadt robot v\u1edbi AI, y\u00eau c\u1ea7u ki\u1ebfn th\u1ee9c t\u1eeb \u0111i\u1ec7n t\u1eed, c\u01a1 kh\u00ed \u0111\u1ebfn l\u1eadp tr\u00ecnh v\u00e0 thu\u1eadt to\u00e1n. C\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p \u0111ang m\u1edf r\u1ed9ng nh\u01b0ng m\u1ee9c \u0111\u1ed9 ph\u00f9 h\u1ee3p c\u00f2n t\u00f9y thu\u1ed9c v\u00e0o t\u1ed1 ch\u1ea5t, s\u1ef1 n\u1ed7 l\u1ef1c v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng c\u00e1 nh\u00e2n.<\/p>\n

Minh An<\/strong><\/p>\n

N\u1ed9i dung trong b\u00e0i mang t\u00ednh tham kh\u1ea3o v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng t\u1ed5ng quan; c\u01a1 h\u1ed9i ngh\u1ec1 nghi\u1ec7p v\u00e0 thu nh\u1eadp th\u1ef1c t\u1ebf c\u00f3 th\u1ec3 kh\u00e1c nhau t\u00f9y thu\u1ed9c v\u00e0o n\u0103ng l\u1ef1c, kinh nghi\u1ec7m, v\u1ecb tr\u00ed, doanh nghi\u1ec7p v\u00e0 th\u1eddi \u0111i\u1ec3m th\u1ecb tr\u01b0\u1eddng.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Ng\u00e0nh robot tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00e0 g\u00ec, h\u1ecdc nh\u1eefng g\u00ec? T\u00ecm hi\u1ec3u ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, m\u00f4n h\u1ecdc, c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m v\u00e0 m\u1ee9c l\u01b0\u01a1ng th\u1ef1c t\u1ebf ng\u00e0nh Robot & AI t\u1ea1i Vi\u1ec7t Nam.<\/p>\n","protected":false},"author":58,"featured_media":13043,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[91],"class_list":["post-12955","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tu-van-nghe-nghiep","tag-huong-nghiep"],"_links":{"self":[{"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/posts\/12955","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/users\/58"}],"replies":[{"embeddable":true,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/comments?post=12955"}],"version-history":[{"count":3,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/posts\/12955\/revisions"}],"predecessor-version":[{"id":17039,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/posts\/12955\/revisions\/17039"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/media\/13043"}],"wp:attachment":[{"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/media?parent=12955"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/categories?post=12955"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mb668s.com\/cam-nang-7mb66-xoc-dia\/wp-json\/wp\/v2\/tags?post=12955"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}