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AI Talent Demand by Skill

Explore AI talent demand by skill with job postings, salary ESTIMATES, and trends from LinkedIn & hiring reports. Data-driven insights for career planning.

Data Explorer
Showing rows ★ Estimates only — see methodology below
AI Skill Monthly Job Postings (ESTIMATE) Avg. Salary (ESTIMATE) Demand Trend (6mo) Top Industries

The AI talent market is evolving rapidly, with demand for specific skills shifting as industries adopt new technologies. Our AI Talent Demand by Skill Explorer provides data-driven insights into which AI skills are most sought-after, helping job seekers, employers, and educators make informed decisions.

Based on ESTIMATED job postings from LinkedIn, Glassdoor, and AI hiring reports, this tool reveals key trends in AI talent demand. For example, skills like Machine Learning and Natural Language Processing continue to see high demand, while emerging areas like Generative AI and AI Ethics are growing rapidly. Salary ranges (ESTIMATES) are derived from Levels.fyi, Bureau of Labor Statistics (BLS), and industry surveys, adjusted for regional and experience-level variations.

Whether you're a professional evaluating career opportunities, a hiring manager shaping your team's skill strategy, or an educator designing curriculum, this explorer helps you navigate the AI talent landscape with confidence. The data reflects broader hiring trends rather than company-specific figures, ensuring privacy and general applicability.

Use the filters to explore demand by skill category, salary range, or location, and discover which industries are prioritizing specific AI capabilities. The demand trend indicators (↑ High, ↑ Medium, → Stable) provide a snapshot of growth over the past six months, based on ESTIMATED job posting volume changes.

How It Works

This tool aggregates job posting data from public sources like LinkedIn Talent Insights, Glassdoor, and industry reports to estimate demand for AI skills. Users can filter by skill category, location, or salary range to identify trends relevant to their needs.

The data is refreshed quarterly to reflect evolving market conditions. Salary figures are ESTIMATES based on publicly available compensation data, adjusted for regional and role-specific variations.

Methodology Note

All numeric data in this explorer is labeled as an ESTIMATE and derived from the following sources:

  • Job Postings: LinkedIn Talent Insights, Glassdoor, and aggregated hiring reports. Data represents broad market trends, not any single company.
  • Salaries: Levels.fyi, Bureau of Labor Statistics (BLS), and industry salary surveys. Figures are averages and may vary by location, experience, and company size.
  • Demand Trends: Calculated based on changes in job posting volume over the past six months, categorized as ↑ High (30%+ growth), ↑ Medium (10-30% growth), or → Stable (less than 10% change).

This tool prioritizes transparency and avoids presenting precise, unverified statistics. For deeper insights, cross-reference with primary sources like LinkedIn or industry reports.

Frequently Asked Questions

How accurate are the job posting numbers?
Job posting numbers are ESTIMATES derived from public data sources like LinkedIn Talent Insights and Glassdoor. They reflect broader market trends rather than exact counts. Variances may occur due to reporting delays, regional differences, or data aggregation methods.
What do the demand trend indicators mean?
Demand trends are based on ESTIMATED changes in job posting volume over the past six months. '↑ High' indicates 30%+ growth, '↑ Medium' indicates 10-30% growth, and '→ Stable' indicates less than 10% change.
How are salary figures calculated?
Salary figures are ESTIMATES based on public compensation data from Levels.fyi, Bureau of Labor Statistics (BLS), and industry surveys. They represent averages and may vary by location, experience, and company size.
Can I use this tool to compare specific companies?
No. This tool reflects aggregate market trends and does not provide company-specific data. For company-level insights, refer to platforms like Glassdoor or LinkedIn.
Why does the same skill show different demand levels in different industries?
Demand for AI skills can vary significantly by industry based on adoption rates, regulatory environments, and business needs. For example, AI Ethics may see higher demand in tech and government sectors than in manufacturing.
How often is the data updated?
The data is refreshed quarterly to reflect evolving market conditions. Updates incorporate new job posting trends, salary benchmarks, and industry shifts.
Are there regional differences in demand and salaries?
Yes. Demand and salaries for AI skills can vary widely by region due to factors like local economic conditions, industry concentration, and cost of living. For example, salaries in San Francisco or New York may be 20-30% higher than national averages.
How can I use this tool for career planning?
Use the filters to explore demand for skills relevant to your background. Skills with high demand trends (↑ High) may offer more job opportunities, while salary figures can help set career expectations. Cross-reference with your location and experience level for tailored insights.
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