Machine Learning Engineer/ Data Scientist with R certification + PL-400
Machine Learning Engineer/ Data Scientist with R certification + PL-400
Posted on :
14-08-2025
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Job Description
ITC WORLDWIDE ang tm kim K s hc my giu kinh nghim
Nh khoa hc d liu c chng ch R PL-400
ITC Worldwide cung cp Dch v h tr k thut v chc nng ton din c kinh nghim v c chng nhn ca Microsoft cho tt c cc cng ngh doanh nghip ca Microsoft bao gm Microsoft Dynamics 365 Microsoft Azure v Microsoft 365 trn nn tng m my kt hp v ti ch. Bao gm gii quyt s c 24/7 dch v t vn ch ng h tr ti ch v cc dch v b sung ty chnh tri nghim h tr ca bn.
a im lm vic: Vn phng ITC
Vai tr: K s hc my
Trch nhim: Pht trin v trin khai cc m hnh v thut ton hc my gii quyt cc vn kinh doanh phc tp v ti u ha quy trnh. Hp tc vi cc nhm lin chc nng bao gm cc nh khoa hc d liu k s phn mm v chuyn gia v lnh vc hiu cc yu cu thu thp d liu v xc nh mc tiu ca d n. Tin hnh phn tch d liu thm d x l trc v lm sch d liu ng thi thc hin k thut tnh nng trch xut thng tin c lin quan o to m hnh. Chn cc thut ton v k thut hc my ph hp v pht trin cc m hnh chnh xc mnh m v c kh nng m rng. o to v tinh chnh cc m hnh hc my bng cch s dng cc tp d liu quy m ln v ti u ha hiu sut m hnh thng qua cc k thut nh iu chnh siu tham s. nh gi v xc thc cc m hnh bng cc s liu v phng php thng k ph hp v tinh chnh cc m hnh theo tng bc da trn phn hi v thng tin chi tit. Trin khai cc m hnh hc my vo mi trng sn xut m bo kh nng m rng tin cy v hiu qu. Hp tc vi cc k s phn mm tch hp cc m hnh hc my vo cc h thng phn mm v pht trin API suy lun m hnh. Lin tc theo di v nh gi hiu sut m hnh v trin khai cc bn cp nht hoc ci tin cn thit. Lun cp nht nhng tin b mi nht trong cc thut ton k thut v cng c hc my v p dng chng gii quyt cc vn thc t.
Yu cu:
Bng c nhn tr ln v khoa hc my tnh khoa hc d liu hoc lnh vc lin quan. Bng cp nng cao hoc chng ch lin quan l mt li th. K nng lp trnh mnh m bng cc ngn ng nh Python R hoc Java v kinh nghim vi cc th vin v khun kh hc my (v d: TensorFlow PyTorch scikit-learn). Hiu bit vng chc v cc thut ton hc my bao gm hc c gim st v khng gim st hc su v hc tng cng. Kinh nghim vi cc k thut x l trc d liu k thut tnh nng v trc quan ha d liu. Thnh tho trong vic lm vic vi cc tp d liu quy m ln c s d liu SQL v NoSQL v cc khun kh x l d liu ln (v d: Hadoop Spark). Quen thuc vi cc phng php hay nht v k thut phn mm bao gm kim sot phin bn th nghim v nh gi m. K nng ton hc v thng k mnh m c kh nng p dng cc phng php thng k v nh gi hiu sut m hnh. Gii quyt vn v t duy phn tch tuyt vi c kh nng hiu cc vn kinh doanh phc tp v pht trin cc gii php sng to. K nng giao tip hiu qu cng tc vi cc nhm chc nng cho v trnh by cc pht hin v hiu bit cho c cc bn lin quan v mt k thut v phi k thut. Kinh nghim vi cc nn tng m my (v d: AWS Azure Google Cloud) v kin thc v trin khai v qun l cc m hnh hc my trong mi trng m my l mt li th. M t cng vic ny cung cp tng quan chung v cc trch nhim v trnh mong i t mt K s hc my. Cc yu cu v trch nhim c th c th khc nhau ty thuc vo t chc v bn cht ca cc d n.
Trnh nng lc v k nng bt buc:
K thut d liu
Khoa hc d liu
Hc my
Tr tu nhn to (AI)
Khoa hc my tnh
Tm nhn my tnh
Keras
X l ngn ng t nhin (NLP)
Nhn dng mu
Scikit
Kinh nghim vi cc k thut v cng c phn tch
K nng giao tip v nh hng mnh m v kh nng tng tc vi ng nghip mi cp theo cch ngang hng v t c mc tiu m khng cn kim sot trc tip cc ngun lc
K nng giao tip v thuyt trnh c bit vi kh nng lp bng phn cnh r rng bng cc cng c nh PowerPoint v.v. vi kinh nghim thit k v cung cp cc m hnh v quy trnh vn hnh mc tiu
Thnh tho trong vic xc nh cc vn v gii quyt chng vi tinh thn cp bch vi mt ngi chi nhm tuyt vi.
Kh nng xc nh v thc y l trnh giao hng bao gm cc ln giao hng quan trng v bo co trng thi lin quan
Phi linh hot v c kh nng x l nhiu u tin thay i mt cch c lp vi s gim st ti thiu v c kh nng truyn cm hng cho s hp tc gia cc nhm bao gm c thnh vin k thut v khng k thut bao gm lm vic vi nhiu chc nng trn khp cc khu vc v chnh lch mi gi
Cc bng cp nng lc v k nng c u tin:
Kinh nghim v chin lc vi t duy chin lc v thng mi c chng minh kh nng phn tch v s t m su sc v mt tr tu v cc k nng gii quyt vn tng qut mnh m t u n cui v d:
Nh khoa hc d liu c chng ch R PL-400
ITC Worldwide cung cp Dch v h tr k thut v chc nng ton din c kinh nghim v c chng nhn ca Microsoft cho tt c cc cng ngh doanh nghip ca Microsoft bao gm Microsoft Dynamics 365 Microsoft Azure v Microsoft 365 trn nn tng m my kt hp v ti ch. Bao gm gii quyt s c 24/7 dch v t vn ch ng h tr ti ch v cc dch v b sung ty chnh tri nghim h tr ca bn.
a im lm vic: Vn phng ITC
Vai tr: K s hc my
Trch nhim: Pht trin v trin khai cc m hnh v thut ton hc my gii quyt cc vn kinh doanh phc tp v ti u ha quy trnh. Hp tc vi cc nhm lin chc nng bao gm cc nh khoa hc d liu k s phn mm v chuyn gia v lnh vc hiu cc yu cu thu thp d liu v xc nh mc tiu ca d n. Tin hnh phn tch d liu thm d x l trc v lm sch d liu ng thi thc hin k thut tnh nng trch xut thng tin c lin quan o to m hnh. Chn cc thut ton v k thut hc my ph hp v pht trin cc m hnh chnh xc mnh m v c kh nng m rng. o to v tinh chnh cc m hnh hc my bng cch s dng cc tp d liu quy m ln v ti u ha hiu sut m hnh thng qua cc k thut nh iu chnh siu tham s. nh gi v xc thc cc m hnh bng cc s liu v phng php thng k ph hp v tinh chnh cc m hnh theo tng bc da trn phn hi v thng tin chi tit. Trin khai cc m hnh hc my vo mi trng sn xut m bo kh nng m rng tin cy v hiu qu. Hp tc vi cc k s phn mm tch hp cc m hnh hc my vo cc h thng phn mm v pht trin API suy lun m hnh. Lin tc theo di v nh gi hiu sut m hnh v trin khai cc bn cp nht hoc ci tin cn thit. Lun cp nht nhng tin b mi nht trong cc thut ton k thut v cng c hc my v p dng chng gii quyt cc vn thc t.
Yu cu:
Bng c nhn tr ln v khoa hc my tnh khoa hc d liu hoc lnh vc lin quan. Bng cp nng cao hoc chng ch lin quan l mt li th. K nng lp trnh mnh m bng cc ngn ng nh Python R hoc Java v kinh nghim vi cc th vin v khun kh hc my (v d: TensorFlow PyTorch scikit-learn). Hiu bit vng chc v cc thut ton hc my bao gm hc c gim st v khng gim st hc su v hc tng cng. Kinh nghim vi cc k thut x l trc d liu k thut tnh nng v trc quan ha d liu. Thnh tho trong vic lm vic vi cc tp d liu quy m ln c s d liu SQL v NoSQL v cc khun kh x l d liu ln (v d: Hadoop Spark). Quen thuc vi cc phng php hay nht v k thut phn mm bao gm kim sot phin bn th nghim v nh gi m. K nng ton hc v thng k mnh m c kh nng p dng cc phng php thng k v nh gi hiu sut m hnh. Gii quyt vn v t duy phn tch tuyt vi c kh nng hiu cc vn kinh doanh phc tp v pht trin cc gii php sng to. K nng giao tip hiu qu cng tc vi cc nhm chc nng cho v trnh by cc pht hin v hiu bit cho c cc bn lin quan v mt k thut v phi k thut. Kinh nghim vi cc nn tng m my (v d: AWS Azure Google Cloud) v kin thc v trin khai v qun l cc m hnh hc my trong mi trng m my l mt li th. M t cng vic ny cung cp tng quan chung v cc trch nhim v trnh mong i t mt K s hc my. Cc yu cu v trch nhim c th c th khc nhau ty thuc vo t chc v bn cht ca cc d n.
Trnh nng lc v k nng bt buc:
K thut d liu
Khoa hc d liu
Hc my
Tr tu nhn to (AI)
Khoa hc my tnh
Tm nhn my tnh
Keras
X l ngn ng t nhin (NLP)
Nhn dng mu
Scikit
Kinh nghim vi cc k thut v cng c phn tch
K nng giao tip v nh hng mnh m v kh nng tng tc vi ng nghip mi cp theo cch ngang hng v t c mc tiu m khng cn kim sot trc tip cc ngun lc
K nng giao tip v thuyt trnh c bit vi kh nng lp bng phn cnh r rng bng cc cng c nh PowerPoint v.v. vi kinh nghim thit k v cung cp cc m hnh v quy trnh vn hnh mc tiu
Thnh tho trong vic xc nh cc vn v gii quyt chng vi tinh thn cp bch vi mt ngi chi nhm tuyt vi.
Kh nng xc nh v thc y l trnh giao hng bao gm cc ln giao hng quan trng v bo co trng thi lin quan
Phi linh hot v c kh nng x l nhiu u tin thay i mt cch c lp vi s gim st ti thiu v c kh nng truyn cm hng cho s hp tc gia cc nhm bao gm c thnh vin k thut v khng k thut bao gm lm vic vi nhiu chc nng trn khp cc khu vc v chnh lch mi gi
Cc bng cp nng lc v k nng c u tin:
Kinh nghim v chin lc vi t duy chin lc v thng mi c chng minh kh nng phn tch v s t m su sc v mt tr tu v cc k nng gii quyt vn tng qut mnh m t u n cui v d:
- Nh khoa hc d liu c chng ch R
Data Scientist with R certification
PL-400
AZ900
Health HMO
Employment Type
Full Time
Key Skills
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