SHIFT Observatory

Free AI job risk dashboard for Saudi Arabia — 237 occupation

  • Data Analytics
  • Open Source
  • Research Assistant
Mar 22, 2026Visit website

AI Summary

SHIFT Observatory is a free, open-source AI labor market intelligence dashboard for Saudi Arabia. It analyzes 237 occupations for AI automation risk, provides salary benchmarks, and includes Nitaqat/Saudization analysis.

Best For

HR professionals in Saudi Arabia, Job seekers in Saudi Arabia, Economic analysts

Why It Matters

It offers data-driven insights into AI automation risk and labor market trends for 237 occupations in Saudi Arabia.

Key Features

  • AI automation risk scoring for 237 occupations
  • Salary benchmarks for Saudi Arabian labor market
  • Nitaqat/Saudization analysis
  • Relocation insights

Use Cases

  • A human resources manager in Saudi Arabia can use SHIFT Observatory to assess which job roles within their company are most susceptible to automation by AI, allowing for proactive workforce planning and reskilling initiatives.
  • An economic researcher studying the Saudi labor market can leverage the dashboard to analyze salary trends and understand the potential impact of AI on different sectors, informing policy recommendations.
  • A career counselor advising individuals in Saudi Arabia can utilize the platform to guide clients towards occupations with lower AI automation risk and better long-term prospects.

Original Sources

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