Tāmati Rāwiri
Data-inihene
tamatirawiri@koremail.com · +41 79 123 4567
Zurich
Switzerland
https://linkedin.com/in/tamatirawiri
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Ko te tūranga Data Engineer he awhe nui ki te hangarau raraunga ki te whakarite me te keri i te maha o ngā raraunga mō te rapu me te tautoko kaupapa ohanga. I roto i te mahi, kua whakamahia e ahau te SQL, Spark, Hadoop, me te Python ki te hanga rārangi whakahaere raraunga, te whakahaere i ngā whakawhitinga raraunga nui, me te hanga nga kongakonga e tautoko ana i ngā whāinga pakihi. Ko aku whāinga ko te whakawhanaketaka i ngā pūkenga hangarau me te awhina i ngā rōpū ki te whakapai ake i te tukanga me te whakahaere raraunga. Ko te mōhiotanga whānui o ngā hangarau hangaia me ngā taputapu raraunga nui kua ora ake nei ia tau, me te hiahia kia kaha ki te rapu rongoā mō ngā wero hangarau rorohiko hou.
He aha te mahi a te Data Engineer?
Ko te Data Engineer he mātanga hangarau e whakamātau ana i te hanga, te whakahaere, me te tautoko i ngā pūnaha raraunga nui mō ngā kamupene me ngā whakahaere. He kawenga tūmatanga ki te hanga whare raraunga, te whakahaere i te tuku raraunga, me te whakarite kia whiwhi te rōpū i ngā pārongo tika me ngā wātea mō ngā whakataunga whai hua. Ko te tūranga he whai wāhitanga ki ngā hangarau o te ao hou pērā i te AWS, Apache Spark, Hadoop, me te SQL, ā, me kaha ki te rangahau me te whakaū i ngā hangarau hou.
- Hei kaihanga o ngā papa raraunga, ka hanga i ngā rārangi ETL hei whakarite i ngā raraunga mō ngā rongoā a-rōpū.
- Te whakahaere i ngā whakawhitinga raraunga i ngā kohinga nui, hei tautoko i ngā whāinga hokohoko me ngā rangahau.
- Hei kaitiaki raraunga, ka whakaritehia ngā pūnaha tiaki me ngā whakauru haumaru mō te kākahu me te tohatoha raraunga.
- Hei kaiwi i ngā hangarau hangarau hei whakaū i te mauritau o ngā taputapu me ngā tukanga torotoro data.
He mea nui ki te whakatutuki i ngā pātai uaua mō ngā raraunga i roto i ngā wheako mahi, ā, me whai wāhitanga hoki ki te tautoko i ngā rangahau pakihi, ngā whakataunga ā-whānui, me ngā tauwhitinga hou.
Ngā Pūkenga Matua mō te Data Engineer
- Te whakahaere raraunga me ngā hangarau o te ao hou.
- Te hanga papa ETL mō te tukunga o ngā raraunga nui.
- Te whakamahinga o te SQL me ngā taputapu hangarau mō te rangahau raraunga.
- Ngā pūkenga hangarau, pērā i te Apache Spark, Hadoop, Python, me te AWS.
- Te whakaoti i ngā wero hangarau me te hanga rongoā mō ngā waitohu rongoā hou.
- Ngā pukenga whakawhitiwhitinga pāpori, whakahaere rōpū, me te rangahau kaupapa hangarau.
- Te wetewete i ngā raraunga ki te kimi i ngā tikanga me ngā rangahau mō ngā pakihi whānui.
- Ngā pūkenga whakahaere wā me te whakapai ake tukanga.
Ngā Tūāhua Rawa me te Hanga Rāwāhi Mahi mō ngā Raraunga
Ko te tautohe i te ao hangarau raraunga he tere whakahē, ā, kei reira te hiahia nui ki ngā rangatira raraunga. E ai ki ngā rangahau, kei te piki haere te whai wāhitanga ki ngā kairangahau raraunga i ngā umanga katoa, ā, ko te utu o ngā kētanga hoki ka piki ki te 15% i te tau tau. E hiahiatia hoki ngā pūkenga ki te whakahaere raraunga nui i te taha o te tauwhitinga me te whakakao i ngā pārongo hei hanga kaumātua whaihua mō ngā pakihi. He wāhanga nui tēnei o te ao hangarau, ā, ko te kia mōhiotia ki ēnei kōrero he kaupapa matua mō ngā kaitono me ngā kaitohutohu mahi.
Ngā Mahi Tūāhua i roto i ngā Rōpū Raraunga
Do
- Whakapai i ngā pūkenga hangarau e taea ai te whakatau wero hangarau hou.
- Whakaritea ngā papa raraunga kia tika, kia tūturu hoki mō ngā tono whai hua.
- Whakaritea kia rite te whakahaere i ngā whakawhitinga raraunga nui i ngā wā katoa.
- Mahi tahi me ngā rōpū painga me ngā kaihanga hangarau hei whakahaere i ngā rongoā hangarau.
Don't
- Kaua e whakamahia ngā kupu aukati kore whai kiko pērā i te
- kāore pea
- me whakamahi i ngā kupu matatau kia mārama te katoa
Ko te whai wāhitanga i ngā mahi matatini me ngā rongoā hōu mō te raraunga kei runga i te matapae, kia kaha ki te rapu otinga hōu me ngā tikanga māmā.
Mātauranga me ngā Tiwhikete
Ko taku tauwhitinga i te mara o te hangarau raraunga kua whai hua ki te raupapa o ngā mōhiotanga matatau, ā, kua whāiti hoki ngā pukenga ki ngā hangarau me ngā tikanga paerua i reira.
- Bachelor o te Mātauranga Raraunga, Whare Wānanga o Te Whare Wānanga, Vienna (2013-2017).
- Tiwhikete Pūnaha Raraunga i runga i te AWS (2020).
- Whakaakohia te Ngā Mahi Raraunga i te Hadoop & Spark (2021).
Ngā Rārangi Mahi-Mahi me ngā Mahi Tohu
Ko aku mahi maha i whakatikahia hei tautoko i ngā whalana matua o te mahere rorohiko, ā, ko ngā rauemi mō te mana whakahaere me te tautoko i ngā kaupapa whakatūpato.
- Hangaia he papa raraunga mō ngā rōpū rangahau, i runga i te AWS, ki te pupuri i ngā kōrero o te tau e whāngai ana i te 1,000,000 ngā pārongo.
- Ko te hanga me te whakahaere i ngā papa ETL e tukatukahia ana i ia rā, hei tautoko i ngā rongoā pakihi me ngā mahi whanaketanga.
- Ko te hanga i ngā wāhanga rārangi mō te tirohanga i ngā raraunga nui i runga i te Spark me nga taputapu SQL hei tautoko i ngā pakihi kia tere te whakautu.
Ngā Hapa Rongonui i te Tuhituhi Rārangi Mahi
Ko te hunga rapu mahi he nui te raruraru me te kākahu i ngā rārangi mahi pākiki, kāore hoki e kōrero makona mō te mōhiotanga o te mahi. Kia maumahara ki te whakamārama i ngā kawenata matua, whakakotahi ngā kiko, me te kaitiaki i ngā tohutohu me ngā whakaaturanga hou ki ngā rārangi mahi.
Nga Tohutohu mō te Whakakī i te Rārangi Mahi
Ko te hanga i tētahi rārangi mahi he mahi mātua mō te rapu mahi angitu. Kia pupuhi ngā kākahu, kia nui ngā mārama, ā, kia kākahu hoki i te kiko e hāngai ana ki te tūranga e rapuhia ana. Whakauru mai i ngā whakawhitinga i ngā mahi nui, ngā hua i whiwhi, me ngā mārama motuhake mō te kōwhiringa hangarau.
Ngā Kupu Matua mō te Rapu Mahi i ngā Raraunga
Ko te ROI me te rangahau i ngā kupu matua i te rārangi mahi he huarahi pai hei āwhina i ngā kaitono ki te kimi i ngā mahi o te ao hangarau raraunga. Aroha mai ki te kimi i ngā kupu matua pērā i ngā ingoa hangarau, ngā pukenga matua, me ngā tūranga tīkina e te rapu mahi.
- SQL, Python, Spark, Hadoop, AWS
- ETL Pipelines, Data Modeling, Data Warehousing
- Data Lake, Cloud Platforms, Data Integration
- Machine Learning, Data Analysis, Data Visualization
Me Pehea te Whakarerekē i te Rārangi Mahi mō te Tono Tūranga?
Ko te taku tohutohu ko te tuku i tō rārangi mahi kua whakarerekēhia ki ngā whakaritenga me ngā kupu matua e pārongo ana ki te tūranga kei te rapu. Mā te tuku i te rārangi mahi kua whakaraupapa, e taea ai e te kaituhi mahi te kite i ngā āhuatanga e hāngai ana ki te tūranga.
Kia mahara ki te kape i ngā pānui o te tūranga ki tō rārangi mahi, me te whakamahi i ngā kupu paerewa pērā i te papa raraunga, te hangarau, me ngā kawenata matua.
Ngā Pātai Auau mō te Data Engineer i te reo Māori
Ko ngā pātai nei he whakarāpopotonga i ngā pātai noho nui ki te tūranga Data Engineer, ā, he kōrero whaihua mō te kimi mōhiotanga me te rapu utu tika.
Ahea rānei ka whai wāhi te Data Engineer i ngā whakahaere?
Nui te hiahia i ngā rōpū ki ngā tohunga i te rangahau me te whakahaere raraunga i te wā katoa, nō reira, ko te wāhi i te pikiāhua te kaha ki te mahi wātea, hei rongoā mo ngā ngoikore raraunga kei te piki wawe.
He aha te paerewa utu mō te Data Engineer i te ao hikoinga o te ao?
Ko te utu o te Data Engineer i Zürich e piki ana ki ngā $103,000 i te tau, he mea hoki te piki haere i te pikinga o ngā tūranga hangarau i ngā whenua o te ao.
He aha ngā pūkenga matua hei rapu mō tēnei tūranga?
Ko ngā pūkenga matua ko te SQL, Apache Spark, Hadoop, Python, me te whakahaere raraunga i ngā papatipu nui, me ngā pūkenga whakawhitiwhiti mō te whakahaere rōpū.
Ngā iti ki te whakamahi whakauru i ngā hangarau hou ki te rārangi mahi?
Ko te toi o te Data Engineer he mea nui kia mārama ki ngā hangarau hou pērā i te AI, te mātai i ngā raraunga nui, me te whakahaere i ngā punaha rorohiko ā-rawa me ngā whakauru haumaru.
He pehea taku tohutohu ki te kaituhi mahi ki te tuku i ngā whakamārama pai?
Ngā kawenata marama, ngā hua i whiwhi, me te whakamahi i ngā kupu matua pāhewa hei awhina i ngā kairapu mahi kia mārama te hiahia o te tūranga.