Human-Centered AI Research Intern - Causal Reasoning Models

What you'll do

• Investigate how well language models can perform causal reasoning alongside a cross-disciplinary research group.
• Create and test approaches to evaluate and strengthen causal reasoning in generative models.
• Lead initiatives from initial concept through final validation, aiming for publication at premier conferences.
• Participate in discussions about translating findings into practical applications for Toyota.

What they're looking for

• Doctoral candidate in machine learning, computer science, data science, statistics, or adjacent disciplines.
• Track record of work or contributions focused on causal structures and counterfactual analysis.
• Practical background in assessing language models, understanding model internals, or enhancing reasoning through techniques like fine-tuning or architectural modifications.
• Proficiency in Python and PyTorch; enthusiasm for behavioral science and human-focused research approaches.

Pay and perks

• $45–$65/hour for California positions, adjusted based on qualifications and location.
• Health, dental, and vision coverage; paid vacation, holidays, and sick leave.