替代专业:Computer Science, Applied Mathematics, or related quantitative discipline
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）:24
可替代职业名称:In the field of data science, statistics or related occupation
是否为正常职业要求:N
是否需要外语:N
特殊技能:1. Modern deep learning and machine learning theory;br 2. Statistical inference and online experimentation;br 3. Natural language processing models;br 4. Programming experience in the Python and SQL language;br 5. Programming experience with one of the PyTorch or Tensorflow software libraries;br 6. Developing and deploying machine learning models in a production software environment;br 7. Developing data pipelines in Spark;br 8. Developing software collaboratively using modern version control tools, such as GitHub;br 9. Presenting quantitative results to nontechnical audiences.br br Any suitable combination of education, training and experience is acceptable.