替代专业:Mathematics, Computer Science, or related quantitative field
可替代教育及经验组合:N
所需教育层级:
其他可替代教育层级:
认可经验年限:
境外教育背景:Y
可替代职业:Y
可替代职业时长（月）:12
可替代职业名称:An advanced scientific or math field. Exp can be gained concurrently with graduate level education.
是否为正常职业要求:Y
是否需要外语:N
特殊技能:Position requires a PhD in Statistics, Mathematics, Computer Science, or related quantitative field plus one 1 year of experience in the job offered or an advanced scientific or mathematical field. Experience can be gained concurrently with graduate level education.br br Specific skills requiredbr One 1 year of experience inbr br Programming languages used for statistical analysis and data programming SAS, R, C, Python, SQL, and MATLABbr Linux and Unix Operating Systemsbr Predictive modeling using statistical or machine learning techniquesbr Stochastic Modeling, Optimization, Simulation, Computational Statistics, Machine Learning, and casual inferencebr Statistical model development and validationbr Documenting and presenting detailed model development or validation outcomes and resultsbr Utilizing best modeling practices and methodologies in the areas of data processing, sampling, model designspecification, model performance assessment, and evaluation testingbr br Skills can be gained through work experience or graduate coursework.