Disclaimer

This platform provides informational, role-level analysis related to how AI capabilities intersect with various job roles. It does not provide legal, financial, employment, or human resources advice.

The AI Impact Score and related analysis do not predict job loss, layoffs, or employment outcomes. Scores and projections represent estimates of work-level AI capability overlap based on current trends and should be interpreted as one data point among many in your career development.

Users are solely responsible for how they interpret and act on the information provided. This tool is designed to inform and encourage intentional career development by providing clarity about how AI capabilities intersect with your work.

Data Sources

Our analysis incorporates data from the U.S. Department of Labor's O*NET database, which provides standardized occupational information. We also use AI models to analyze current trends and generate personalized insights.

No Warranty

We make no warranties regarding accuracy, completeness, timeliness, or future applicability of the information provided. AI technology and labor markets evolve rapidly, and assessments may become outdated.

By using this platform, you acknowledge and accept these limitations. This tool is intended to support informed decision-making, not replace professional advice.