Econometrics Instructor – AI Training

About the role

We are seeking experienced econometrics instructors and quantitative economists to help shape how AI models understand and explain statistical reasoning. Your expertise will directly influence the quality of AI training data on causal inference, regression, and quantitative analysis.

Key responsibilities

• Review and validate econometric questions, models, and explanations used in AI training datasets.
• Assess statistical accuracy, underlying assumptions, and interpretation of quantitative results.
• Identify errors, edge cases, and misleading reasoning in AI‑generated econometric content.
• Provide clear, structured feedback to improve model reasoning and explanation quality.
• Apply real‑world teaching and research experience to raise the bar for AI output.
• Work independently and asynchronously on a schedule that fits your life.

Required profile

• 3+ years of experience teaching econometrics or quantitative economics at the college or university level.
• Strong command of regression analysis, causal inference, and statistical methods.
• Ability to clearly articulate and critically evaluate quantitative reasoning.
• Comfortable reviewing structured, technical content with precision and consistency.
• Self‑motivated and reliable when working independently.
• Master’s or PhD in Economics, Statistics, or a related field (nice to have).
• Hands‑on experience with statistical tools such as R, Stata, or Python (nice to have).
• Familiarity with AI model evaluation or data annotation workflows (nice to have).

Required skills

• Regression analysis
• Causal inference
• Statistical methods
• R
• Stata
• Python

What we offer

• Work on cutting‑edge AI projects with top research labs.
• Fully remote and flexible schedule.
• Freelance perks: autonomy, variety, and global collaboration.
• Rare behind‑the‑scenes exposure to how large language models are trained and evaluated.
• Opportunity to contribute to meaningful work that improves AI’s handling of complex quantitative reasoning.
• Potential for ongoing work and contract extension.