Amsterdam
1 week ago
(MSc/PhD) AI Research Intern - LLMs, Causal Inference & Decision Making
Prosus
Amsterdam
1 week ago
(MSc/PhD) AI Research Intern - LLMs, Causal Inference & Decision Making
AI Research Intern role at Prosus in Amsterdam, focused on applying LLMs and modern machine learning to causal inference and decision-making problems at scale. Requires strong quantitative modeling fundamentals, Python skills, and a 6-12 month commitment with at least 3 days per week on-site.
Core AIOn-siteContractInternshipPythonMathematics
(MSc/PhD) AI Research Intern - LLMs, Causal Inference & Decision Making
AI Research Intern role at Prosus in Amsterdam, focused on applying LLMs and modern machine learning to causal inference and decision-making problems at scale. Requires strong quantitative modeling fundamentals, Python skills, and a 6-12 month commitment with at least 3 days per week on-site.
Core AIOn-siteContractInternshipPython
Salary
Not specified
Core Qualifications
Technical (Must-have)
PythonMathematicsProbabilityStatisticsCausal InferenceExperimental ReasoningOptimizationDecision MakingNeural NetworksRepresentation LearningTransformersLLMs
Soft Skills
CollaborationCuriosityLearning AgilityCommunication
Preferred Qualifications
Technical (Nice-to-have)
PyTorchJAXEconometricsEmpirical EconomicsOperations ResearchQuantitative FinanceUplift ModelingTreatment-Effect EstimationMathematical OptimizationS/T/X-learnersCausal ForestsCausal DAGsPotential OutcomesLinear OptimizationInteger OptimizationLagrangian/Dual MethodsStochastic Optimization
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
AI Research InternLLMsCausal InferenceDecision MakingMachine LearningInternshipAmsterdamTechnologyPythonOptimization