CodeGym /ื‘ืœื•ื’ Java /Random-HE /ืžื™ื•ืžื ื•ืช ืžื˜ืœื˜ืœืช ื‘ืงืจื™ื™ืจื”? 5 ื”ืžืงืฆื•ืขื•ืช ื”ืžื•ืขื™ืœื™ื ื‘ื™ื•ืชืจ ืœืžื™ ืฉื™ื›...
John Squirrels
ืจึธืžึธื”
San Francisco

ืžื™ื•ืžื ื•ืช ืžื˜ืœื˜ืœืช ื‘ืงืจื™ื™ืจื”? 5 ื”ืžืงืฆื•ืขื•ืช ื”ืžื•ืขื™ืœื™ื ื‘ื™ื•ืชืจ ืœืžื™ ืฉื™ื›ื•ืœ ืœืงื•ื“

ืคื•ืจืกื ื‘ืงื‘ื•ืฆื”
ื‘ื˜ื— ืฉืžืขืชื ื›ื‘ืจ ื›ืžื™ืœื™ื•ืŸ ืคืขืžื™ื ืฉืงื™ื“ื•ื“ ื”ื•ื ืื—ื“ ืžื›ื™ืฉื•ืจื™ ื”ืขื‘ื•ื“ื” ื”ื—ืฉื•ื‘ื™ื ื‘ื™ื•ืชืจ ื‘ืฉื•ืง ื›ื™ื•ื, ื•ื”ื™ื“ื™ืขื” ื›ื™ืฆื“ ืœืงื•ื“ ืžื’ื“ื™ืœื” ืืช ื”ืกื™ื›ื•ื™ื™ื ืฉืœื›ื ืœืงืจื™ื™ืจื” ืžืฆืœื™ื—ื”, ืœืœื ืงืฉืจ ืœืชื—ื•ื ื”ื‘ื—ื™ืจื”. ื–ื” ืžืœื•ื•ื” ื‘ื“ืจืš ื›ืœืœ ื‘ืฆื™ื˜ื•ื˜ ืฉืœ ืกื˜ื™ื‘ ื’'ื•ื‘ืก, ืฉืืžืจ ืคืขื ืฉ"ื›ืœ ืื—ื“ ืฆืจื™ืš ืœืœืžื•ื“ ืœืชื›ื ืช ืžื—ืฉื‘ ื›ื™ ื”ื•ื ืžืœืžื“ ืื•ืชื ื• ืื™ืš ืœื—ืฉื•ื‘". ืžื™ื•ืžื ื•ืช ืžื˜ืœื˜ืœืช ื‘ืงืจื™ื™ืจื”?  5 ื”ืžืงืฆื•ืขื•ืช ื”ืžื•ืขื™ืœื™ื ื‘ื™ื•ืชืจ ืœืžื™ ืฉื™ื›ื•ืœ ืœืงื•ื“ - 1

ืžื“ื•ืข ืงื™ื“ื•ื“ ื”ื•ื ืžื™ื•ืžื ื•ืช ื”ืขื‘ื•ื“ื” ื”ื—ืฉื•ื‘ื” ื‘ื™ื•ืชืจ

ื–ื” ื”ืคืš ืœืงืœื™ืฉืื” ื›ื™ ื–ื” ื ื›ื•ืŸ. ื›ื™ื•ื, ื‘ืขื™ื“ืŸ ืฉืœ ื˜ืจื ืกืคื•ืจืžืฆื™ื” ื•ืื•ื˜ื•ืžืฆื™ื” ื“ื™ื’ื™ื˜ืœื™ืช, ืงื™ื“ื•ื“ ื”ื•ื ืžื™ื•ืžื ื•ืช ื‘ืกื™ืกื™ืช ืื—ืช ืฉื™ื›ื•ืœื” ืœื”ื™ื•ืช ืžื›ืจืขืช ืœื”ืฆืœื—ืช ื”ืงืจื™ื™ืจื” ืฉืœืš ื‘ืขืฉื•ืจื™ื ื”ื‘ืื™ื. ืœื ืœื”ืฉืื™ืจ ื ืงื•ื“ื” ื–ื• ืœืœื ืชืžื™ื›ื”, ื”ื ื” ื›ืžื” ืขื•ื‘ื“ื•ืช.

  • ื”ื•ืฆืื•ืช ื”-IT ื”ืขื•ืœืžื™ื•ืช ื’ื“ืœื•ืช ืžื“ื™ ืฉื ื”

ืขืœ ืคื™ ื”ืชื—ื–ื™ืช ื”ืื—ืจื•ื ื” ืฉืœ ื’ืจื˜ื ืจ, ื”ื•ืฆืื•ืช ื”-IT ื‘ืจื—ื‘ื™ ื”ืขื•ืœื ืฆืคื•ื™ื•ืช ืœื”ื’ื™ืข ืœืกืš ืฉืœ 4.1 ื˜ืจื™ืœื™ื•ืŸ ื“ื•ืœืจ ื‘ืฉื ืช 2021, ืขืœื™ื™ื” ืฉืœ 8.4% ืžืฉื ืช 2020. ื”ืขื•ืœื ืžื•ืฆื™ื ืขืœ IT ื™ื•ืชืจ ื•ื™ื•ืชืจ ืžืฉื ื” ืœืฉื ื”, ื•ื”ืขืจืš ืฉืœ ื˜ื›ื ื•ืœื•ื’ื™ื”- ืžื™ื•ืžื ื•ื™ื•ืช ืงืฉื•ืจื•ืช ืฆื•ืžื—ื•ืช ื’ื ื›ืŸ.

  • ื”ื‘ื™ืงื•ืฉ ืœืขื‘ื•ื“ื•ืช ืงื™ื“ื•ื“ ื”ื•ืœืš ื•ื’ื“ืœ

ื”ืœืฉื›ื” ื”ืืžืจื™ืงืื™ืช ืœืกื˜ื˜ื™ืกื˜ื™ืงื” ืฉืœ ื”ืขื‘ื•ื“ื” ืฆื•ืคื” ืฉืชืขืกื•ืงืช ืžื—ืฉื‘ื™ื ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžื™ื“ืข ืชื’ื“ืœ ื‘-11% ื‘ื™ืŸ 2019 ืœ-2029.

  • ืžื™ื•ืžื ื•ื™ื•ืช ืงื™ื“ื•ื“ ืžืฉืคืจื•ืช ืืช ืคื•ื˜ื ืฆื™ืืœ ื”ืงืจื™ื™ืจื” ืฉืœืš

ื™ืฉื ื ืžื—ืงืจื™ื ื”ืžื•ื›ื™ื—ื™ื ืฉืขืฆื ืงื™ื“ื•ื“ ื›ื™ืฉื•ืจื™ื ื›ื‘ืจ ืžืฉืคืจ ืืช ืคื•ื˜ื ืฆื™ืืœ ื”ืงืจื™ื™ืจื” ืฉืœืš ื•ืžืกืคืง ืœืš ื”ื–ื“ืžื ื•ื™ื•ืช ืขื‘ื•ื“ื” ื˜ื•ื‘ื•ืช ื™ื•ืชืจ.

  • ืคืขืจ IT-ื›ื™ืฉืจื•ื ื•ืช ื”ื•ื ืืžื™ืชื™

ืขืœ ืคื™ ืกืงืจ ืฉื ืขืจืš ืขืœ ื™ื“ื™ ื’ืจื˜ื ืจ, ืžื—ืกื•ืจ ื‘ื›ื™ืฉืจื•ื ื•ืช ืขื•ืœืžื™ ื”ื•ื ื›ืขืช ื”ืกื™ื›ื•ืŸ ื”ืžื•ื‘ื™ืœ ืœืืจื’ื•ื ื™ื, ื›ืืฉืจ 75% ืžื”ืืจื’ื•ื ื™ื ืฆื•ืคื™ื ืคืขืจื™ ื›ื™ืฉื•ืจื™ื ื‘ืชืคืงื™ื“ื™ ืžืคืชื— ื‘-IT ืœืื—ืจ ื”ื”ืชืคืจืฆื•ืช. ื™ืชืจื” ืžื›ืš, ืžื›ื•ืŸ ืงื•ืจืŸ ืคืจื™ ื”ืขืจื™ืš ื’ื™ืจืขื•ืŸ ืขื•ืœืžื™ ืฉืœ 4.3 ืžื™ืœื™ื•ืŸ ืขื•ื‘ื“ื™ื ืžื™ื•ืžื ื™ื ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื“ 2030.

5 ืงืจื™ื™ืจื•ืช ืฉื ื™ืชืŸ ืœื”ืขืฆื™ื ืขืœ ื™ื“ื™ ื›ื™ืฉื•ืจื™ ืงื™ื“ื•ื“

ื“ื™ ื‘ืจื•ืจ ื›ื™ืฆื“ ื™ื“ื™ืขืช ื”ืชื›ื ื•ืช ืžืืคืฉืจืช ืœืžืคืชื—ื™ ืชื•ื›ื ื” ืœื™ื™ืฆืจ ืจื•ื•ื—ื™ื ืžื”ืžื™ื•ืžื ื•ืช ื”ื–ื•. ืื‘ืœ ืžื” ืœื’ื‘ื™ ืžืงืฆื•ืขื•ืช ืื—ืจื™ื ืฉืื™ื ื ืงืฉื•ืจื™ื ื™ืฉื™ืจื•ืช ืœ-IT, ื”ืื ืงื™ื“ื•ื“ ื‘ืืžืช ื”ื ื›ืก ืฉื ื’ื? ื‘ื•ืื• ื ืกืชื›ืœ ืขืœ ื›ืžื” ืชืคืงื™ื“ื™ื ื•ื”ืชืžื—ื•ื™ื•ืช, ื”ืจืœื•ื•ื ื˜ื™ื•ืช ืœืฉื ืช 2021, ืฉื‘ื”ืŸ ื›ื™ืฉื•ืจื™ ืงื™ื“ื•ื“ ื‘ื”ื—ืœื˜ ื™ื”ื•ื• ื’ื•ืจื ืžืฉืคืจ ืงืจื™ื™ืจื”.

1. ืžื ื”ืœื™ ืฉื™ื•ื•ืง ื•ืื ืœื™ืกื˜ื™ื.

ื‘ื™ื’ ื“ืื˜ื” ื”ื•ื ื”ืžืคืชื— ื‘ื™ืžื™ื ื•. ื–ื” ืžืฉื ื” ืืช ื”ืขื•ืœื ื”ืขืกืงื™, ื•ืœื”ื™ื•ืช ืžื ื•ืกื” ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช Big Data ื™ื”ื™ื” ืจืฆื•ื™ ืžืื•ื“ ื‘ืžืกืคืจ ืชื—ื•ืžื™ื ื•ืชืคืงื™ื“ื™ื. ื›ื›ืœ ื”ื ืจืื”, ืžื ื”ืœื™ ืฉื™ื•ื•ืง ื•ืื ืœื™ืกื˜ื™ื ืœืžื™ื ื™ื”ื (ืื ืœื™ืกื˜ื™ื ืขืกืงื™ื™ื, ืื ืœื™ืกื˜ื™ื ืคื™ื ื ืกื™ื™ื ื•ืื ืœื™ืกื˜ื™ื ืžื—ืงืจื™ื™ื ื•ืขื•ื“) ื™ื™ื”ื ื• ืžื”ื›ืจืช ื›ืœื™ Big Data ื”ื›ื™ ื”ืจื‘ื”. ื›ื™ืฉื•ืจื™ ืงื™ื“ื•ื“ ืžื™ื•ื—ื“ื™ื ืฉืชืฆื˜ืจื›ื• ืขื‘ื•ืจ ื‘ื™ื’ ื“ืื˜ื”:
  • ืฉืคื•ืช ืชื›ื ื•ืช (Java, Python)
  • ืžืกื“ื™ ื ืชื•ื ื™ื ื•ื‘ื™ื ื” ืขืกืงื™ืช (SQL, ืื•ืจืงืœ)
  • ืžื“ืขื™ ื ืชื•ื ื™ื (Hadoop, NoSQL Data, SAS, R)
  • ื ื™ื”ื•ืœ ื ืชื•ื ื™ื (Excel, Visual Basic)

2. ืžืขืฆื‘ื™ื ื•ื’ืจืคื™ืงืื™ื.

ื›ื™ื•ื ื™ืฉ ื ืคื— ื’ื“ื•ืœ ืฉืœ ืขื‘ื•ื“ื” ืœืžืขืฆื‘ื™ื ืฉื™ื•ื“ืขื™ื ืœื”ืฉืชืžืฉ ื‘ื›ืœื™ื ื“ื™ื’ื™ื˜ืœื™ื™ื. ื™ืฉ ืงื•ืžืฅ ืฉืœ ื”ืชืžื—ื•ื™ื•ืช ืžืžื•ืงื“ื•ืช ืขื™ืฆื•ื‘ ื‘-IT, ื›ื’ื•ืŸ ืžืขืฆื‘ื™ื ื’ืจืคื™ื™ื, ืžืขืฆื‘ื™ ืืชืจื™ื, ืžืขืฆื‘ื™ UI/UX. ื•ื›ืืฉืจ ืœืžืขืฆื‘ ื˜ื•ื‘ ื™ืฉ ื’ื ืœืคื—ื•ืช ื”ื‘ื ื” ื‘ืกื™ืกื™ืช ืฉืœ ื”ืชื”ืœื™ื›ื™ื ื”ื˜ื›ื ื™ื™ื ื”ื‘ืกื™ืกื™ื™ื ื•ื™ื•ื“ืข ืœืงื•ื“ื“, ื–ื” ื™ื›ื•ืœ ืœื”ื™ื—ืฉื‘ ื›ืขืจืš ืจื‘ ืขื‘ื•ืจ ื”ืฆื•ื•ืช. ื›ื™ืฉื•ืจื™ ืงื™ื“ื•ื“ ืžื™ื•ื—ื“ื™ื ืฉืชื–ื“ืงืงื• ืœืขื‘ื•ื“ื” ื”ืงืฉื•ืจื” ืœืขื™ืฆื•ื‘:
  • ืฉืคื•ืช ืชื›ื ื•ืช ืขื•ืจืคื™ื•ืช (Java, Python)
  • ืคื™ืชื•ื— ืืชืจื™ื (Javascript, HTML5)
  • ืชื•ื›ื ืช ืขื™ืฆื•ื‘ (Photoshop, AutoCAD)

3. ืžื”ื ื“ืกื™ื.

ื›ืœ ืžื™ื ื™ ื”ืชืžื—ื•ื™ื•ืช ื”ื ื“ืกื™ื•ืช, ื›ื’ื•ืŸ ืžื”ื ื“ืกื™ ืžื›ื•ื ื•ืช, ืžื”ื ื“ืกื™ื ืื–ืจื—ื™ื™ื, ื˜ื›ื ืื™ื ื”ื ื“ืกื™ื™ื, ื”ื•ื ืขื•ื“ ืžืงืฆื•ืข ืฉื‘ื• ืœื“ืขืช ืื™ืš ืœืงื•ื“ ื™ืขื–ื•ืจ ืžืื•ื“. ืžื”ื ื“ืกื™ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืชื›ื ื•ืช ืœืžื˜ืจื•ืช ืฉื•ื ื•ืช, ื›ืžื• ืชื›ื ื•ืŸ ื•ื‘ื“ื™ืงืช ืžื•ืฆืจื™ื ื—ื“ืฉื™ื ื‘ืกื‘ื™ื‘ื•ืช ื•ื™ืจื˜ื•ืืœื™ื•ืช ืื• ืคืชืจื•ืŸ ื‘ืขื™ื•ืช ืžืขืฉื™ื•ืช ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืชื•ื›ื ื”. ื›ื™ืฉื•ืจื™ ืงื™ื“ื•ื“ ืžื™ื•ื—ื“ื™ื ืฉืชื–ื“ืงืงื• ืœืขื‘ื•ื“ื” ื”ื ื“ืกื™ืช:
  • ืฉืคื•ืช ืชื›ื ื•ืช (C++, Java)
  • ื™ื“ืข ื‘ื™ื™ืฆื•ืจ ื‘ืขื–ืจืช ืžื—ืฉื‘ (ื‘ืงืจื™ ืœื•ื’ื™ืงื” ื ื™ืชื ื™ื ืœืชื›ื ื•ืช, ืžื›ื•ื ื•ืช ื‘ืงืจื” ืžืกืคืจื™ืช ืžืžื•ื—ืฉื‘ืช)
  • ืชื›ื ื•ืŸ ื”ื ื“ืกื™ (ืคืชืจื•ื ื•ืช ืชื›ื ื•ืŸ ื‘ืขื–ืจืช ืžื—ืฉื‘)

4. ืžื“ืขื ื™ื.

ืžื“ืข ื”ื•ื ืขื™ืกื•ืง ื ื•ืกืฃ ืฉื‘ื• ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืžื—ืฉื•ื‘ ืžืฉื—ืงื•ืช ืชืคืงื™ื“ ื—ืฉื•ื‘ ื™ื•ืชืจ ืžื“ื™ ืฉื ื”. ื”ื™ื›ื•ืœืช ืœืชื›ื ืช ื•ืœื”ื‘ื™ืŸ ืขืงืจื•ื ื•ืช ื‘ืกื™ืกื™ื™ื ืฉืœ ืžื“ืขื™ ื”ืžื—ืฉื‘ ื™ื›ื•ืœื” ืœื”ืขืฆื™ื ืงืจื™ื™ืจื” ืฉืœ ืžื“ืขืŸ ืฉืขื•ื‘ื“ ื›ืžืขื˜ ื‘ื›ืœ ืชื—ื•ื. ื›ื™ืฉื•ืจื™ ืงื™ื“ื•ื“ ืžื™ื•ื—ื“ื™ื ืฉืชื–ื“ืงืงื• ืœืขื‘ื•ื“ื” ืžื“ืขื™ืช:
  • ืฉืคื•ืช ืชื›ื ื•ืช (Python, Java)
  • ืชื•ื›ื ื” ืกื˜ื˜ื™ืกื˜ื™ืช (SAS, R)
  • ืžื—ืฉื•ื‘ ืžืชืžื˜ื™

5. ืžื ื”ื™ื’ื™ื ืขืกืงื™ื™ื ื•ืžื ื”ืœื™ื ื‘ื›ื™ืจื™ื.

ืขื‘ื•ืจ ืžื” ืฉื ืงืจื ืชืคืงื™ื“ื™ C-Suite (ืžื ื”ืœื™ื ื‘ืจืžืช ืžื ื”ืœื™ื) ื™ื“ืข ื•ื ื™ืกื™ื•ืŸ ื˜ื›ื ื™ ื”ืงืฉื•ืจื™ื ืœืชื›ื ื•ืช ื”ื ื›ืžืขื˜ ืชืžื™ื“ ื ื›ืก ืจืฆื™ื ื™. ื ื™ืชืŸ ืœืžื ืฃ ืื•ืชื• ื‘ืื™ื ืกืคื•ืจ ื“ืจื›ื™ื, ืžื”ื™ื›ื•ืœืช ืœื”ืขืจื™ืš ื‘ื™ืขื™ืœื•ืช ืืช ื”ืขืœื•ื™ื•ืช ื”ืืžื™ืชื™ื•ืช ืฉืœ ืคืจื•ื™ืงื˜ื™ IT, ืœื™ืฆื™ืจืช ื™ื™ืฉื•ืžื™ื ืœื‘ื“ ืœืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืชื”ืœื™ื›ื™ ืขื‘ื•ื“ื” ืื• ื”ืงืžืช ืžืกืคืจ ืฆ'ื˜ื‘ื•ื˜ื™ื ืฉื™ืฉืžืฉื• ื›ืขื•ื–ืจื™ื ืฉืœืš. ืžื™ื•ืžื ื•ื™ื•ืช ืงื™ื“ื•ื“ ืžื™ื•ื—ื“ื•ืช ืฉืชื–ื“ืงืง ืœืขื‘ื•ื“ืช ืžื ื”ืœื™ื:
  • ืฉืคื•ืช ืชื›ื ื•ืช (Java, C++)
  • ื›ืœื™ ืžืกื“ื™ ื ืชื•ื ื™ื ื•ื‘ื™ื ื” ืขืกืงื™ืช (SQL, Oracle)
  • ืžื“ืขื™ ื ืชื•ื ื™ื (Hadoop, NoSQL, R)
  • ืคื™ืชื•ื— ืืชืจื™ื (Javascript)

ืžืฉืจื•ืช ื”ืงืฉื•ืจื•ืช ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืงืœ ื™ื•ืชืจ ืœื”ืฉื™ื’ ืื ืืชื” ื™ื›ื•ืœ ืœืงื•ื“ื“

ืœื‘ืกื•ืฃ, ื™ืฉ ืจืฉื™ืžื” ืืจื•ื›ื” ืฉืœ ืžืงืฆื•ืขื•ืช ื”ืงืฉื•ืจื™ื ืœ-IT ืฉืœื ืฆืจื™ืš ืฉืชื”ื™ื” ืžืชื›ื ืช, ืื‘ืœ ื‘ื”ื—ืœื˜ ื™ื”ื™ื” ืงืœ ื™ื•ืชืจ ืœื ื—ื•ืช ืื ืืชื” ื™ื›ื•ืœ ืœืงื•ื“ื“. ื•ืœื“ืขืช ืื™ืš ืœืงื•ื“ ื™ืขื–ื•ืจ ืœืš ืœื”ืฆืœื™ื— ื’ื ื‘ืขื‘ื•ื“ื•ืช ื”ืืœื”. ื‘ื•ืื• ื ืกื™ื™ื ืืช ื”ืงื˜ืข ื”ื–ื” ืขื ื›ืžื” ืžื”ื:
  • ืžื ื”ืœ ืžื•ืฆืจ,
  • ืžืขืฆื‘ ื—ื•ื•ื™ืช ืžืฉืชืžืฉ,
  • ืžืฉื•ื•ืง ืชื•ื›ืŸ,
  • ืžื•ืžื—ื” ืœืชืžื™ื›ืช ืœืงื•ื—ื•ืช,
  • ื”ืืงืจ ืฆืžื™ื—ื”,
  • ื‘ื•ื“ืง ืื‘ื˜ื—ืช ืื™ื›ื•ืช,
  • ืžื’ื™ื™ืก ื˜ื›ื ื•ืœื•ื’ื™,
  • ืจื›ื– IT,
  • ื˜ื›ื ืื™ ื“ืœืคืง ืขื–ืจื”.
ื”ืขืจื•ืช
TO VIEW ALL COMMENTS OR TO MAKE A COMMENT,
GO TO FULL VERSION