• Technical Roles:

    • Software Development: 3,652

    • Hardware Development: 543

    • Cybersecurity: 322

    • Artificial Intelligence: 76,554

    • Big Data: 2,114

  • Business Roles:

    • Marketing: 5,564

    • Sales: 99,941

    • Operations: 3,652

    • Finance: 226

    • Human Resources: 44,896

  • Design Roles:

    • Graphic Design: 5,681

    • Web Design: 52,164

    • Industrial Design: 223

    • Game Design: 564

  • Other Roles:

    • Education: 526

    • Healthcare: 6,321

    • Finance: 577

    • Legal: 233

    • Consulting: 6,899

    • Media: 8,455