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R
Human

Senior Research Data Scientist

Roku

Boston, Massachusetts aijobs Today
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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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