Empirical Career Intelligence
We replace speculative panic with verified labor market statistics and rigorous automation risk models. Our platform helps professionals navigate the future of work with clarity.
The Data Pipeline
Data Ingestion
Capability Mapping
Scoring & Validation
We aggregate occupational data from the Bureau of Labor Statistics and O*NET, mapping core task structures across thousands of distinct US occupations.
Our models evaluate each task against current large language model and robotic capabilities, distinguishing between physical dexterity and cognitive automation.
We synthesize these vectors into a single, empirical risk score, peer-reviewed against historical automation trends and labor market realities.
We believe every professional deserves objective, hype-free data to navigate their career trajectory with absolute confidence.
We do not deal in doomsday predictions or speculative tech hype. We provide the empirical evidence required to make calculated, future-proof career decisions.
Uncompromising Editorial Integrity
AIJobsRisk operates with complete financial and editorial independence. Our research team continuously updates our models as technology evolves, ensuring you receive the most accurate, objective labor market insights available.
We strictly adhere to EEAT guidelines, sourcing our data from verified academic institutions, federal labor databases, and direct industry interviews with skilled trade professionals.