对应专业:Computer Science, Engineering, Information Systems
所需培训:N
培训时长:
所需培训领域:
前置经验:Y
经验时长（月）:24
替代领域学历:Y
替代专业:Analytics, Statistics, Mathematics, Physics, Applied Sciences, or a related field
可替代教育及经验组合:Y
所需教育层级:Bachelor's
其他可替代教育层级:
认可经验年限:5
境外教育背景:Y
可替代职业:Y
可替代职业时长（月）:24
可替代职业名称:Job offered or in a Data Sciencerelated occupation. See H.14.
是否为正常职业要求:N
是否需要外语:N
特殊技能:Masters degree in Computer Science, Engineering, Information Systems, Analytics, Statistics, Mathematics, Physics, Applied Sciences, or a related field, and 24 months of experience in the job offered or in a Data Sciencerelated occupation. Experience must include 24 months of experience in the following skills and technologies Machine learning techniques; ETL Extract, Transform, Load processes; Relational database SQL or PLSQL; Developing in scripting language PHP, Python, or Perl; Statistical analysis using R, MATLAB, SPSS, SAS, or Stata; Quantitative analysis techniques clustering, regression, pattern recognition, or descriptive and inferential statistics; and Communicating and presenting results of data analyses.br br Employer will also accept a Bachelors degree in Computer Science, Engineering, Information Systems, Analytics, Statistics, Mathematics, Physics, Applied Sciences, or related field and 60 months of progressive, postbaccalaureate experience in job offered or in a Data Sciencerelated occupation. Experience must include 60 months of progressive, postbaccalaureate experience in the required skills and technologies.