Skills & Keywords
Causal InferenceCounterfactualsDifference-in-differencesDouble Machine LearningDoubly RobustDoubly-robust estimationHeterogeneous treatment effectsInstrumental VariablesLightGBMMachine LearningObservational studiesPropensity Score Matching
Job Description
Build long term outcome frameworks; Communicate causal findings to leadership; Contribute to data science research agenda; Create counterfactual scenarios; Design causal inference platform; Develop diagnostic and validation standards; Implement causal estimation methods; Productionize causal pipelines; Translate business questions into causal problems;
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