{"id":2265,"date":"2020-05-14T03:13:13","date_gmt":"2020-05-14T03:13:13","guid":{"rendered":"http:\/\/jmcspace.com\/?p=2265"},"modified":"2020-05-14T03:13:13","modified_gmt":"2020-05-14T03:13:13","slug":"nganh-hot-luong-khung-thoi-dai-cua-ai-data-science-technology","status":"publish","type":"post","link":"https:\/\/jmcspace.com\/index.php\/nganh-hot-luong-khung-thoi-dai-cua-ai-data-science-technology\/","title":{"rendered":"Th\u1eddi \u0111\u1ea1i c\u1ee7a AI, Data Science, Technology"},"content":{"rendered":"\n

V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a k\u1ef7 nguy\u00ean s\u1ed1 4.0, m\u1ed9t s\u1ed1 ng\u00e0nh ngh\u1ec1 \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n\ns\u1ebd r\u01a1i v\u00e0o t\u00ecnh tr\u1ea1ng b\u00e3o h\u00f2a v\u00e0 c\u00f3 th\u1ec3 bi\u1ebfn m\u1ea5t trong th\u1eddi gian s\u1eafp t\u1edbi. M\u1eb7t\nkh\u00e1c \u0111\u00f3 l\u00e0 c\u01a1 h\u1ed9i cho m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c kh\u00e1c v\u01b0\u01a1n l\u00ean v\u00e0 tr\u1edf th\u00e0nh ngh\u1ec1 \u201chot\u201d,\nmang l\u1ea1i t\u01b0\u01a1ng lai l\u00e0m vi\u1ec7c r\u1ed9ng m\u1edf.<\/strong><\/p>\n\n\n\n

Xu th\u1ebf ph\u00e1t tri\u1ec3n c\u1ee7a Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o <\/strong><\/h5>\n\n\n\n

Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> l\u00e0 hai c\u00f4ng ngh\u1ec7 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng nh\u1ea5t trong xu th\u1ebf c\u00f4ng ngh\u1ec7 h\u00f3a hi\u1ec7n nay tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. N\u00f3 \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng m\u1ea1nh m\u1ebd trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 y t\u1ebf, gi\u00e1o d\u1ee5c, n\u00f4ng nghi\u1ec7p, giao th\u00f4ng , th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed\u2026 V\u00ec v\u1eady, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> \u0111ang l\u00e0 m\u1ed9t ng\u00e0nh ngh\u1ec1 \u201chot\u201d nh\u1ea5t kh\u00f4ng nh\u1eefng \u1edf Vi\u1ec7t Nam m\u00e0 c\u00f2n tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.<\/p>\n\n\n\n

Hi\u1ec7n nay, khi m\u1ecdi l\u0129nh v\u1ef1c \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 c\u00f4ng ngh\u1ec7 thay th\u1ebf con ng\u01b0\u1eddi, th\u00ec sinh vi\u00ean h\u1ecdc ng\u00e0nh nay \u0111\u01b0\u1ee3c tr\u1ea3i nghi\u1ec7m ng\u00e0nh h\u1ecdc mang t\u00ednh \u1ee9ng d\u1ee5ng cao, x\u00e3 h\u1ed9i \u0111ang r\u1ea5t c\u1ea7n v\u00e0 thu nh\u1eadp thu\u1ed9c TOP c\u00e1c ng\u00e0nh ngh\u1ec1 c\u00f3 thu nh\u1eadp cao nh\u1ea5t hi\u1ec7n nay. <\/p>\n\n\n\n

M\u1ee9c thu nh\u1eadp \u201ckh\u1ee7ng\u201d c\u1ee7a d\u00e2n AI<\/strong><\/h5>\n\n\n\n

Theo b\u00e1o c\u00e1o c\u1ee7a TovDev cho th\u1ea5y, \u1edf Vi\u1ec7t Nam m\u1ee9c l\u01b0\u01a1ng c\u1ee7a c\u00e1c k\u1ef9 s\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u00ean \u0111\u1ebfn 22.000 USD<\/strong>, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng h\u01a1n  510 tri\u1ec7u \u0111\u1ed3ng\/n\u0103m.<\/strong> \u0110\u00e2y l\u00e0 m\u1ee9c l\u01b0\u01a1ng thu\u1ed9c nh\u00f3m cao nh\u1ea5t trong c\u00e1c l\u0129nh v\u1ef1c c\u1ee7a c\u00f4ng ngh\u1ec7. Trong 5 \u0111\u1ebfn 10 n\u0103m n\u1eefa, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> s\u1ebd c\u00f2n ph\u00e1t tri\u1ec3n l\u00ean t\u1edbi \u0111\u1ec9nh cao.<\/p>\n\n\n\n

V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng ngh\u1ec9 c\u1ee7a c\u00f4ng ngh\u1ec7 th\u00f4ng tin, c\u00e1c ng\u00e0nh li\u00ean quan \u0111\u1ebfn C\u00f4ng ngh\u1ec7 th\u00f4ng tin – k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m, K\u1ef9 s\u01b0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o…<\/strong> \u0111ang nh\u1eadn \u0111\u01b0\u1ee3c m\u1ee9c l\u01b0\u01a1ng k\u1ef7 l\u1ee5c. Theo kh\u1ea3o s\u00e1t, m\u1ee9c l\u01b0\u01a1ng trung b\u00ecnh \u0111a ph\u1ea7n c\u00e1c doanh nghi\u1ec7p s\u1eb5n s\u00e0ng tr\u1ea3 cho c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean c\u00f3 kinh nghi\u1ec7m l\u00e0 1.318 USD\/th\u00e1ng (kho\u1ea3ng 30 tri\u1ec7u \u0111\u1ed3ng). <\/strong>K\u1ef9 s\u01b0 v\u1ec1 Machine Learning c\u00f3 m\u1ee9c l\u01b0\u01a1ng l\u00ean t\u1edbi h\u01a1n 38,2 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng (1.678 USD), Nh\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 K\u1ef9 s\u01b0 v\u1ec1 DevOps nh\u1eadn l\u01b0\u01a1ng 35 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng (1.537 USD) v\u00e0 h\u01a1n 34,3 tri\u1ec7u \u0111\u1ed3ng\/th\u00e1ng (1.505 USD).
M\u1ee9c thu nh\u1eadp kh\u1edfi \u0111i\u1ec3m m\u1ed7i th\u00e1ng v\u1edbi c\u00e1c l\u1eadp tr\u00ecnh vi\u00ean d\u01b0\u1edbi 2 n\u0103m kinh nghi\u1ec7m t\u1ea1i Vi\u1ec7t Nam l\u00e0 330 USD (kho\u1ea3ng 7.7 tri\u1ec7u \u0111\u1ed3ng)<\/strong>, tr\u00ean 2 n\u0103m kinh nghi\u1ec7m l\u00e0 525 USD (kho\u1ea3ng 12.2 tri\u1ec7u \u0111\u1ed3ng), c\u1ea5p qu\u1ea3n l\u00fd tr\u00ean 5 n\u0103m kinh nghi\u1ec7m l\u00e0 1.550 USD (kho\u1ea3ng 36.2 tri\u1ec7u \u0111\u1ed3ng) v\u00e0 c\u1ea5p gi\u00e1m \u0111\u1ed1c ho\u1eb7c cao h\u01a1n v\u1edbi tr\u00ean 10 n\u0103m l\u00e0m vi\u1ec7c h\u01a1n 2.300 USD (kho\u1ea3ng 54 tri\u1ec7u \u0111\u1ed3ng).<\/p>\n\n\n\n

Theo d\u1ef1 b\u00e1o c\u1ee7a c\u00e1c chuy\u00ean gia, Vi\u1ec7t Nam s\u1ebd thi\u1ebfu t\u1eeb 70.000 \u0111\u1ebfn 90.000 nh\u00e2n s\u1ef1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin trong n\u0103m 2020 tr\u00ean t\u1ed5ng nhu c\u1ea7u 350.000 ng\u01b0\u1eddi c\u1ee7a to\u00e0n th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n\n\n

\u1ede Vi\u1ec7t Nam, c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn nh\u01b0 Facebook, Lazada, Tiki, Shopee, Uber, Grab<\/em> ph\u00e1t tri\u1ec3n r\u1ea5t m\u1ea1nh nh\u1edd v\u00e0o ch\u00fa tr\u1ecdng \u1ee9ng d\u1ee5ng khoa h\u1ecdc d\u1eef li\u1ec7u<\/a> hay nhi\u1ec1u \u201cg\u00e3 kh\u1ed5ng l\u1ed3\u201d v\u1ec1 c\u00f4ng ngh\u1ec7 nh\u01b0 Google, Amazon v\u00e0 Facebook<\/em> \u0111ang s\u1eed d\u1ee5ng Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> n\u00e2ng cao \u0111\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ee7a m\u00ecnh. Minh ch\u1ee9ng cho \u0111i\u1ec1u n\u00e0y, t\u1eeb ng\u00e0y 27\/02\/2014 Grab du nh\u1eadp v\u00e0o th\u1ecb tr\u01b0\u1eddng Vi\u1ec7t Nam \u0111\u00e3 t\u1ea1o ra cho 175.000<\/strong> vi\u1ec7c l\u00e0m cho ng\u01b0\u1eddi Vi\u1ec7t v\u00e0 t\u1ea1o ra l\u00e0n s\u00f3ng v\u1ec1 \u1ee9ng d\u1ee5ng AI trong xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n ph\u01b0\u01a1ng ti\u1ec7n \u0111i l\u1ea1i c\u1ee7a ng\u01b0\u1eddi d\u00e2n – v\u1ed1n \u0111\u00e3 quen thu\u1ed9c v\u1edbi c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u1ed1ng nh\u01b0 xe \u00f4m, taxi. V\u1edbi h\u01a1n 100 tri\u1ec7u<\/strong> thi\u1ebft b\u1ecb di \u0111\u1ed9ng c\u00e0i \u0111\u1eb7t \u1ee9ng d\u1ee5ng Grab; m\u1ed9t m\u1ea1ng l\u01b0\u1edbi h\u01a1n 7,1<\/strong> tri\u1ec7u<\/strong> \u0111\u1ed1i t\u00e1c l\u00e0 c\u00e1c t\u00e0i x\u1ebf. Tr\u00ean th\u1ebf gi\u1edbi, Grab hi\u1ec7n di\u1ec7n kh\u1eafp 225 th\u00e0nh ph\u1ed1 t\u1ea1i 8 qu\u1ed1c gia<\/strong>, Grab \u0111\u00e3 kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a m\u00ecnh \u2013 m\u1ed9t si\u00eau \u1ee9ng d\u1ee5ng cho cu\u1ed9c s\u1ed1ng h\u1eb1ng ng\u00e0y.<\/p>\n\n\n\n

\u1ee8ng d\u1ee5ng c\u1ee7a AI <\/strong><\/h5>\n\n\n\n

Ch\u00ednh s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng c\u1ee7a khoa h\u1ecdc c\u00f4ng ngh\u1ec7 v\u00e0 xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 h\u00f3a t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c trong \u0111\u1eddi s\u1ed1ng con ng\u01b0\u1eddi, Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c t\u1eeb nghi\u00ean c\u1ee9u, ch\u1ebf t\u1ea1o cho \u0111\u1ebfn c\u00e1c \u1ee9ng d\u1ee5ng b\u00e1n h\u00e0ng, kinh doanh\u2026 Do v\u1eady, v\u1edbi nh\u00e2n l\u1ef1c \u0111ang \u201ckh\u00e1t\u201d, \u0111\u00e2y c\u0169ng ch\u00ednh l\u00e0 c\u01a1 h\u1ed9i cho c\u00e1c sinh vi\u00ean h\u1ecdc t\u1eadp v\u00e0 l\u00e0m vi\u1ec7c v\u1edbi thu nh\u1eadp cao m\u00e0 n\u00f3 c\u00f2n l\u00e0 m\u1ed9t ng\u00e0nh ngh\u1ec1 \u0111ang \u0111\u01b0\u1ee3c r\u1ea5t chu\u1ed9ng so v\u1edbi ng\u00e0y nay.<\/p>\n\n\n\n

C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m c\u1ee7a d\u00e2n AI<\/strong><\/h5>\n\n\n\n
  • L\u00e0m vi\u1ec7c trong c\u00e1c c\u00f4ng ty gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m v\u1ec1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin trong v\u00e0 ngo\u00e0i n\u01b0\u1edbc.<\/li>
  • L\u00e0m vi\u1ec7c trong c\u00e1c c\u01a1 quan h\u00e0nh ch\u00ednh, h\u1ed7 tr\u1ee3 c\u00e1c c\u00f4ng vi\u1ec7c v\u1ec1 x\u1eed l\u00fd d\u1eef li\u1ec7u, th\u1ed1ng k\u00ea.<\/li>
  • L\u00e0m vi\u1ec7c v\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i c\u00e1c vi\u1ec7n v\u00e0 trung t\u00e2m l\u1edbn c\u1ee7a qu\u1ed1c gia.<\/li>
  • Chuy\u00ean vi\u00ean ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh, ng\u00e2n h\u00e0ng, marketing.<\/li>
  • C\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c t\u1ea1i t\u1ed5 ch\u1ee9c h\u00e0nh ch\u00ednh, c\u00e1c c\u00f4ng ty truy\u1ec1n th\u00f4ng, kho d\u1eef li\u1ec7u, c\u00e1c c\u00f4ng ty \u0111a qu\u1ed1c gia li\u00ean quan \u0111\u1ebfn C\u00f4ng ngh\u1ec7 th\u00f4ng tin, d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh, tr\u01b0\u1eddng h\u1ecdc, b\u1ec7nh vi\u1ec7n\u2026.<\/li><\/ul>\n\n\n\n

    C\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m d\u00e0nh cho sinh vi\u00ean t\u1ed1t nghi\u1ec7p ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o r\u1ea5t nhi\u1ec1u. V\u1edbi nh\u1eefng giai \u0111o\u1ea1n kh\u00e1c nhau s\u1ebd c\u00f3 c\u00e1c nhu c\u1ea7u ri\u00eang bi\u1ec7t d\u1eabn \u0111\u1ebfn s\u1ef1 thay \u0111\u1ed5i c\u1ee7a nhu c\u1ea7u c\u00e1c doanh nghi\u1ec7p. <\/p>\n\n\n\n

    C\u00f3 m\u1ed9t th\u1ef1c t\u1ebf r\u1eb1ng, th\u1eddi \u0111\u1ea1i thay \u0111\u1ed5i, ch\u00fang ta c\u0169ng ph\u1ea3i \u0111\u00e1p \u1ee9ng v\u1edbi nhu c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng, \u0111\u1eb7c bi\u1ec7t l\u00e0 th\u1ecb tr\u01b0\u1eddng vi\u1ec7c l\u00e0m. Th\u1eadt v\u1eady, th\u1eddi \u0111\u1ea1i c\u00f4ng ngh\u1ec7 l\u00ean ng\u00f4i, th\u00ec ch\u1eafc h\u1eb3n nh\u1eefng c\u00f4ng vi\u1ec7c nh\u01b0 k\u1ebf to\u00e1n s\u1ebd kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t c\u00f4ng vi\u1ec7c \u0111\u00f3n \u0111\u1ea7u c\u1ee7a th\u1eddi \u0111\u1ea1i v\u00ec ch\u1eb3ng c\u00f3 g\u00ec ng\u1ea1c nhi\u00ean khi h\u1ea7u h\u1ebft c\u00e1c s\u1ed5 s\u00e1ch k\u1ec3 to\u00e1n \u0111\u1ec1u tr\u1edf n\u00ean t\u1ef1 \u0111\u1ed9ng h\u00f3a qua c\u00e1c ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c cung c\u1ea5p.<\/p>\n\n\n\n

    Khi ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7 thay \u0111\u1ed5i theo\nth\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng, ch\u00fang ta th\u1ea5y \u0111\u01b0\u1ee3c ng\u00e0nh Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 Tr\u00ed tu\u1ec7 nh\u00e2n\nt\u1ea1o s\u1ebd l\u00e0 m\u1ed9t trong nh\u1eefng ng\u00e0nh ti\u1ec1m n\u0103ng gi\u00fap cho sinh vi\u00ean \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c nh\u1eefng\ny\u00eau c\u1ea7u m\u1edbi c\u1ee7a th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng v\u00e0 t\u1ea1o ra nhi\u1ec1u c\u01a1 h\u1ed9i ph\u00e1t tri\u1ec3n xa h\u01a1n\ntrong t\u01b0\u01a1ng lai.<\/p>\n","protected":false},"excerpt":{"rendered":"

    V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a k\u1ef7 nguy\u00ean s\u1ed1 4.0, m\u1ed9t s\u1ed1 ng\u00e0nh ngh\u1ec1 \u0111\u01b0\u1ee3c d\u1ef1 \u0111o\u00e1n s\u1ebd r\u01a1i v\u00e0o t\u00ecnh tr\u1ea1ng b\u00e3o h\u00f2a v\u00e0 c\u00f3…<\/p>\n","protected":false},"author":2,"featured_media":2284,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55,34],"tags":[],"_links":{"self":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/posts\/2265"}],"collection":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/comments?post=2265"}],"version-history":[{"count":0,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/posts\/2265\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/media?parent=2265"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/categories?post=2265"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jmcspace.com\/index.php\/wp-json\/wp\/v2\/tags?post=2265"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}