(MSc/PhD) AI Research Intern - LLMs, Causal Inference & Decision Making
Prosus
(MSc/PhD) AI Research Intern - LLMs, Causal Inference & Decision Making
Prosus is seeking an AI Research Intern to work on LLMs, causal inference, and decision-making problems. The role involves building models for treatment effects, designing experiments, and developing constrained optimization models. Candidates should be strong in mathematics, statistics, and Python, with an interest in modern AI and causal reasoning.
(MSc/PhD) AI Research Intern - LLMs, Causal Inference & Decision Making
Prosus is seeking an AI Research Intern to work on LLMs, causal inference, and decision-making problems. The role involves building models for treatment effects, designing experiments, and developing constrained optimization models. Candidates should be strong in mathematics, statistics, and Python, with an interest in modern AI and causal reasoning.
Salary
Core Qualifications
Technical (Must-have)
Soft Skills
Preferred Qualifications
Technical (Nice-to-have)
Key Responsibilities
- Build and experiment with LLMs, representation models, and modern ML systems for causal and decision-making problems
- Work with large-scale experimental data to understand how users respond to different interventions
- Build models for treatment effects, uplift, and counterfactual prediction
- Design experiments, analyze randomized controlled trials, and evaluate results
- Develop constrained optimization models for promotion and incentive allocation
- Read research papers, prototype ideas, and turn the ones that work into real systems