对应专业:Data Science, Mathematics, Quantitative Research, or a related quantitative discipline.
所需培训:N
培训时长:
所需培训领域:
前置经验:N
经验时长（月）:
替代领域学历:N
替代专业:
可替代教育及经验组合:Y
所需教育层级:Doctorate
其他可替代教育层级:
认可经验年限:3
境外教育背景:Y
可替代职业:Y
可替代职业时长（月）:60
可替代职业名称:Statistician, Data Scientist, or Machine Learning Engineer.
是否为正常职业要求:N
是否需要外语:N
特殊技能:Must have advanced knowledge of Statistical methods including descriptive analysis, establishing a sample size, testing of hypothesis, and causal analysis; Machine Learning techniques including generalized linear mixedeffects models, treebased models, and neural networks; Statistical analysis and Machine Learning model development using RPython; Data extraction and transformation using SQL; Epic Clarity database data models; Designing, deploying, and evaluating new clinical and operational workflows using Machine Learning services for health systems; Designing experiments to evaluate effectiveness of the clinical program and Machine Learning solutions; Mentoring junior staff; and, leading data science projects and communicating with stakeholders and leadership. May work remotely but must report to the Edison, New Jersey office 20 of the time.