Whakarato Tāmaki
Kaitohutohu Raraunga
tamaki.w@kararei.nz · +41 79 123 4567
Zurich
Switzerland
https://linkedin.com/in/whakatoa
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He kaiwhakawhanake raraunga whai pānga ki te ao hangarau, whai wheako ki te whakamahi i ngā pānga pūkenga-tangata me ngā hangarau rorohiko hei kimi i ngā tauira me ngā maatau. E hiahia ana ki te whakanui i te katoa o te ao raraunga, e kaha ana ki te whakamahi i ngā tauira hangarau nui ake i ngā tau e toru tekau, me te rapu hoki i ngā huarahi otinga ki ngā raru uaua. Mo te kohi raraunga nui me te wetekina, he tika, he tika hoki ngā kuaha hangarau, ā, e hiahia ana ki te hono atu ki te kapa o ngā pūkenga. Ko te whāinga ko te whakawhanake i ngā pūkenga matatau me ngā pūkenga rorohiko ki te tautoko i ngā kamupene kia angitu i ngā paenga rorohiko hou.
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Data Scientist, Te Tari Matapae Hangarau o Switzerland
Ko te tuku rongoā mō ngā tai, huarere, me ngā whakahaere ārahi i runga i ngā raraunga nui. Ko te whakahaere i ngā tauira hei rapu i ngā ahuatanga o ngā raruraru o te ao e pa ana ki te utu hau, te pāmahana me te pāngarau taupori. Ko te whakamahi i ngā hangarau taupānga Māori hei tautoko i ngā mahi rangahau.
• Whakawhāiti i te waa mō te kimi i ngā tauira i te 30%, mō te whakamahi i te Python me te R.
• Whakaritea he pūnaha matapae mō ngā hunga kiritaki mo te ōrau angitu ki te 95%.
• Whakawhanake i ngā tohutohu raraunga hou māmā mō ngā kaipupuru hangarau.
• Ko te huri i ngā raraunga o te ao, me te rapu i ngā ahuatanga o te pānga o te hau me te taiao.
Data Scientist, Te Pēke Rāngai Austria
Hei tautoko i te whakahaere i ngā pononga rorohiko mō ngā pakihi o te ao matihiko. Ko te kohi, te wetekina, me te tuku i ngā tauira mo ngā tono rangatū, me te whakapai i te whai hua me te whakapai i ngā whakataunga.
• Takitaki i te urutau o ngā tauira i 20% hei whakaiti i ngā hapa mō ngā mahi hāere
• Whakawhāiti i te waa mō te wetekina raraunga mai i te 3 wiki ki te 1 wiki.
• Whakakaupapa i ngā rongoā wetekina pērā i te deep learning mō te taha whakahaere.
Data Scientist, Rōpū Rorohiko Turiwhenua (whakakāwe)
Ko te tautoko i te ropū o te ao hangarau ki te whakamahi i ngā raraunga hei whakatau mō te waitohu me ngā hua. Ko te whakawhanake i ngā tauira e hāngai ana ki ngā pakanga tauhokohoko me te whakawhānui i ngā paearu mō te whakapai ake i ngā hua o ngā waka.
• Whakatio i te rongonui i ngā taputapu taputapu, na roto i te whakaurunga o te tauira taurite ki te 45%.
• Whakawhāiti i te tarai i ngā raraunga e hāngai ana ki ngā paearu rangapū, ngā ōrau hapa i raro iho i te 2%.
• Ngā mahi rangahau mō te ai o ngā raraunga hei tautoko i te whāngai i ngā marae o te kamupene.
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Bachelor o Pūtaiao Matapae — Kararehe Rorohiko o Vienna
Raraunga Pūtaiao
Whakakapi i ngā akoranga o te hangarau, parekura me ngā pūkenga rorohiko ki te whakanui i te ao o te rangahau raraunga me te whakamahi hangarau i ngā momo ao rorohiko.
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Pūkenga Pūtaiao Raraunga: Mahi ki ngā raraunga nui, rārangi, me ngā raraunga rerenga, Rapua me te wetekina ki ngā tauira hei tautoko i ngā whakatau, Whakamahia te Python, R rānei SQL mō ngā mahi tātari raraunga, Hoahoa tauira whakamātautau me ngā arotakenga tauira
Hangarau Rorohiko me ngā Pūnaha: MongoDB, PostgreSQL, me ngā pūnaha raraunga hū-ai, Whakamahia TensorFlow, scikit-learn mō te hanga tauira AI, Tūhono Apollo, REST API mō te whakawhiti i ngā raraunga
Rautaki Tauhokohiko me te Rārangi Matapaki: Ngā mahi me te whanonganuitanga o ngā momo tūmau rorohiko, Whakangungu kia māmā te whakamahi i ngā taupānga tika mō ngā kaupapa raraunga
Ngā Pūkenga Whakapakari tangata: Ngā pūkenga whanaungatanga pai ki ngā kapa rorohiko, Whakawhanake whakaaro rautaki mō ngā raru uaua o ngā umanga, Te aro atu ki ngā taipitopito me te tika o ngā raraunga
Ngā Pūkenga Āmio: Whakaahua mō te āhei ki te whakarongo me te korero, Ngā pūkenga whakahaere kaupapa kia uaua ake tō te mahi
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Māori (native)
Ingarihi (fluent)
Tuhinga Whaimana (advanced)
He aha te mahi a te Data Scientist me te take?
Ko te Data Scientist he kaihautū i te Raraunga, he kairangahau hoki i ngā momo raraunga kua rārangi i runga i ngā kaupapa hangarau i te ao. Ko te take matua o tēnei tūranga ko te kimi i ngā tauira me ngā whakaurunga o te ao o ngā raraunga whakawhiti ki te tautoko i ngā whāinga rautaki a ngā umanga me ngā kairorshi. Mā te whakamahi i ngā taputapu rorohiko me ngā rautaki rangahau i runga i te mātauranga hōu, ka taea e rātou te tuku pai ki ngā kaiwhakahaere me ngā kaiwhakatau whakaaro. Ko whakamārama i ngā raraunga, te rapu i ngā huarahi otinga, me te hanga tauira hei tautoko i ngā whakaritenga rautaki he wāhanga nui o tēnei mahi.
- Whakahiatokia ngā raraunga o te ao, i ngā ahuatanga taipitopito rānei i ngā taha rerekē, hei rapu i ngā tauira me ngā kirimana nui.
- Whakamahi ngā momo rorohiko rākau pērā i te Python, R, me SQL hei wetekina i ngā raraunga nui rānei rerengākau.
- Whakawhanake tauira pāngarau me te rorohiko hei whakarite i ngā whakataunga, ki te taea hoki te whakarite i ngā taupānga mō te maakete rorohiko o te ao.
- Whakamahia ngā rautaki matatau hei whakawhānui i te mōhiotanga mō ngā ihirangi o te ao, hei whakapai i te whai hua o ngā kōrero i whiwhi i te tangata me te hunga e whai waahi ana.
Ngā Pūkenga Matua mō te Data Scientist i runga i te ao hangarau
Ko te painga nui o te kaihurihuri i ngā pātū o ngā pūkenga kei runga i te rangahau, te hangarau, me te whakawhanaketanga rautaki i ngā mahi matatau. Ko te whakamahi hoki i ngā hangarau hoahoa me ngā taputapu tōtika ki te whakahaere i ngā raraunga nui, hei tautoko i ngā ake o ngā whakatau rautaki i runga i ngā raraunga hou ko te tino wāhanga o tēnei ao whai hua.
- Ngā pūkenga tautuhi raraunga me te wetekina i te rohe o te rārangi, me ngā taupānga haratau pērā i te Python, R, SQL, me te Hadoop.
- Te hanga tauira kori parekura me ngā tauira matatau hei tautoko i ngā tikanga rangahau nui
- He kaha ki te whakamarama i ngā raraunga rārangi mō te hunga kiritaki, me te whakarite i ngā paearu whānui i runga i ngā raraunga nui.
- Ngā pūkenga whakahaere kaupapa mō te whakahaere i ngā tono mō ngā rautaki, me te mahi ki ngā kapa rorohiko whānui.
- Ngā pūkenga whakawhiti kōrero pai ki ngā kairangahau, kaiwhakahaere rautaki, me ngā kaihoko.
Ngā tatauranga mō te tūranga Data Scientist i te ao hangarau
Ko te tūnga o te Data Scientist he tino motuhake, nō reira he nui ngā hiahia ki ngā kaipūkenga i ngā whānuitanga o te ao hangarau, ahakoa e pīrangi hoki ngā kamupene ki te kimi i ngā kaitono pai rawa. Ko ngā tātaritari e tohu ana i tō rātou hira me te utu mō te 2025 he pātai e pā ana ki te pātai nuihi; ahakoa ko te tauranga utu he tata ki te 100,000 ki te 150,000 euro ia tau i Zürich me Vienna, me te pikinga o te hiahia i te 20% ia tau, e kite ana mēnā kei te piki haere te ao o te rorohiko i ngā tau kei te heke mai.
Ko te utu takutai mō te Data Scientist i Zürich e piko ana ki te 110,000–150,000 euro ia tau, hei tohu i te piki o te hiahia.
Ko te pikinga o ngā tūranga mahi i te ao o ngā raraunga nui e piki ana i te 20% ia tau, me te pērā i te ao hiko me ngā rongoā.
Ngā Mahi matua me ngā tauira o ngā kaitono mō te Data Scientist
Do
- Ngā mahi pai hei whakaatu i te painga me ngā pūkenga hei kaitono mahi Data Scientist riro mai i ngā tauira i te taiao hou. Me āta hoahoa i ngā ihirangi kia whakaatu i ngā hua i whiwhi–pērā i ngā tau o te rangahau, ngā taupānga whakahihiko, me ngā kaupapa rangahau i runga i ngā raraunga.
Don't
- Whakaatuhia ngā whakatutukitanga me ngā tauwhitinga i runga i te taumata hei tautoko i ngā rangahau i ngā wa roa.
- Whakarāpopototia ngā tauira papai ake i ngā mara rerekē, pērā i te hauora, te ahumahi, me te pakihi.
‘Ko te maha o ngā tauira pai hei tautoko i te toko i ngā pikinga o ngā pākihi rorohiko i ngā kaupapa motuhake’.
- Arotahi ki ngā haumaru, ngā paerewa, me ngā uara tikanga kia tika ai te whakamahi i ngā raraunga.
- Kohikohi me te wetekina i ngā tauira hei whakakapi i ngā raru uaua, pērā i te arotake i te pātai pākihi me te whakarite mō te hangarau hou.
Ngā marautanga me ngā tohu mō te Data Scientist
Ko ngā tohu me ngā akoranga whaihua i ngā wāhanga o te rangahau raraunga, te hangarau rorohiko, me te mātāpono whāiti e tino whai hua ana mō te hunga e rapu ana i ngā tūranga o te Data Scientist. Kei roto hoki tēnei wāhanga i ngā tohu motuhake i runga i te hangarau pērā i te TensorFlow, R, Python, me ngā tikanga tawhito mō te wetekina raraunga.
- Bachelor o Pūtaiao ki te Raraunga Pūtaiao nō te Kararehe Rorohiko o Vienna, 2018.
- Ngā tohu a te IEEE i runga i te Hanga Taupānga Tauhokohoko Raraunga, 2020.
Ngā Mahi auaha me ngā kaupapa rangahau i whai hua
He maha ngā kaupapa i mahia hei whakaatu i ngā maahitahi o te kaitono – mai i te hangarau rorohiko ki ngā mahi rangahau. E tino heke mai i ngā whakamahinga o ngā tauira ki te kīanga i ngā whakawhirinaki kiritaki me te whakapai i ngā ahumahi me ngā pākihi hou.
- Hangaia he tūmahi AI mō te whakarite me te whakaiti i ngā utu tuku hei whakahaere i ngā tono rangatū.
- Ngā mahi rangahau i ngā rautaki hou hoki hei tautoko i te whakaheke i ngā hapa i ngā tikiā raraunga.
- Whakakaupapa i ngā tauira mō ngā kamupene hauora hei whakapai i te mahi pai me te oranga o te tangata.
Ngā Hapa whānuitanga i te tuhituhi rārangi mō te Data Scientist
I ngā mahi tuhituhi rārangi mō te tūranga pērā i tēnei, kua kitea e ngā kaihurihuri ngā hapa ka taea te karo i runga i ngā tūtohutanga nui. Ko te tino mātua ko te whakatau i ngā whāinga rārangi me te hoahoa i ngā ihirangi hei whakaatu i ngā painga me ngā whāinga e hāngai ana ki te mahi.
- Kaua e kī i runga i te kupu pērā i te 'rangitahi' me te 'rangifae' me te kore e whakaatu ngā tikanga pērā i ngā taumata tika o te mahi.
- Kaua e mōhiotia he kaha ki te whai hononga ki te ao o te hangarau, engari me whakaatu hoki te punga o te rangahau.
Ngā tohutohu mō te tuhituhi rārangi paerewa mō te Data Scientist
Ko te whāinga nui he te hanga i tētahi rārangi pāhekoheko, whai kiko, hoki hei tautoko i ngā kaitono kia tae ki ngā akoranga, ngā whāinga, me ngā uara. Ko te whakamahi i ngā kupu matua i te wā e tuhituhi ana i ngā wāhanga pērā i ngā pūkenga, ngā taumahatanga, me ngā uara matua hei pānui atu ki ngā kaitoro mahi he mea nui.
- Whakaatu ngā painga o ngā whāinga matua i runga i ngā tau o te whai wāhi i ngā kaupapa rorohiko.
- Whakaritea kia māmā te pānui me te mōhiotanga, ā, kaua e aromatawai i te tino mōhiotanga hangarau i te wā tuatahi.
Ngā Kupu Matua mō te ATSS me ngā Rārangi Mahi Rārangi mō te Data Scientist
Ko te ATSS he hōtaka rapu mahi i ngā rorohiko hei kimi i ngā kupu matua i roto i ngā rārangi. Ko te tikanga he mea nui hei whakakaha i te mōhitahitatanga me te mōhio ki ngā kupu rārangi matua e hiahia ana ngā kaiwhakawhiwhi mahi mai i ngā kaitono. Ko te tuhi tika i ngā kupu matua pātea pērā i te 'machine learning', 'ngā tauira whakauru,' me 'ngā raraunga nui', me ngā pūkenga pērā i te SQL me te Python he tino nui mō te whiwhi matapaki pai.
- Kōwhiria ngā kupu matua e pai ana ki te tūranga, pērā i ngā taputapu rorohiko, ngā tauira, me ngā anga rangahau.
- Hautokia ngā kupu matua i tōu rārangi hei pānui e ngā kaitōmahi mahi, me hoki hei aroha ki ngā tīwae o te tūranga.
Me pēhea te whakauru i ngā rārangi mahi ki ngā tūranga motuhake
Ki te eke ki te angitu i te rapu mahi, whakamahia te taputapu rārangi hei whakarite i te tuhinga ki ngā hiahia o te tūranga. Tukua te tuhinga ki te tono mō te tūranga, ā, whakamahia hoki ngā waa o te whakataurite tuhinga i ngā tirohanga o te tūranga hei hanga i tētahi putanga motuhake mō ia tūranga.
- Tāpirihia ngā kupu matua i te kōrero mō ngā pūkenga me ngā taumahatanga hei whakangahau i te harikoa o te kaitono.
- Whakarerekē i te aronga o ngā tāke i runga i ngā hiahia o te tūranga, me te hoahoa i ngā ihirangi ki te whakaatu i ōu painga.
Ngā Pātai Auau mō te Data Scientist i te reo Māori
Me pēhea te tīmata i te tuhituhi rārangi mō te tūranga kaiukurapa raraunga?
He aha ngā kupu matua me ngā whakaaro matua hei whai i te pānui i te rārangi mā te kaimahi wau?
Me pēhea te whakaatu i ngā taumahatanga nui i roto i te rārangi?
He aha ngā pākenga rorohiko e tino hiahiatia ana i te wā tonu?
Ina hoko taku mōhiotanga i ngā whakaritenga rautaki, pēhea taku tohu i ngā mahi o mua?
Aroha atu, kei konei ngā pātai katoa ki runga i ngā rārangi mahi, otirā mō ngā kaitono e hiahia ana ki te tahuri hei Data Scientist i ngā whenua o Switzerland me Austria me ngā momo kaupapa pakī-ā-rorohiko.
He mea pārekareka ngā tauira tūtohutanga hei whakamahi i roto i te rārangi?
Me pēhea taku whakamārama i ēnei?