AI Data & Analytics Advanced
AI Causal Inference Analyst
An AI Causal Inference Analyst determines not just what happened, but why it happened - using causal reasoning frameworks, statist…
Demand 8.7/10
AI Risk 15%
Salary $95,000-$175,000/yr
Causal DAG construction and Pearl's do-calculus frameworkPotential outcomes framework (Rubin Causal Model) and SUTVA assumptionsDifference-in-differences (DiD) and event study designInstrumental variable estimation and two-stage least squares +10