Skills & Keywords
Causal InferenceCounterfactualsDifference-in-differencesDistributed ComputingDouble Machine LearningDoubly RobustDoubly-robust estimationInstrumental VariablesLightGBMMachine LearningPropensity Score MatchingPropensity score
Job Description
Build long term outcome frameworks; Communicate findings to senior leadership; Contribute to data science technical vision; Develop diagnostic and validation standards; Lead development of causal inference platform; Leverage AI to create counterfactual scenarios; Productionize scalable causal pipelines; Research and implement causal estimation methods; Translate business questions into causal problems;
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