北京招聘

Responsibilities

· Use predictive/statistical modeling and related methods to build world-class, scalable models that will provide high business value.

· Apply advanced statistics and data mining techniques to analyze and make insights from big data, such as historical production data and simulation/experiment results.

· Create computer simulations to support operational decision-making. Identify areas with potential for improvement and work with internal teams to generate requirements that can realize these improvements.

· Create software operational machine learning systems to integrate with commercial software.

  Basic Qualifications

· Master’s degree in statistics, mathematics or computer science or minimum 7 years’ equivalent job experience

· Minimum 7 years’ experience in one or more of the following:

o statistical programming language (preferably Python, Scala, R or MATLAB/Octave),

o data management (SQL, ETL , Data Factory, data warehouse, etc.) and using databases in a business environment with large-scale, complex datasets,

o developing predictive/machine learning models.

· Strong English verbal/written communication (CET 6 or equivalent experience) & data presentation skills, including an ability to effectively communicate with both business and technical.

· Experience with large scale analytics paradigms (Map Reduce, NoSQL).

· Knowledge with supervised learning methods (linear and logistic regression, generalized linear models, decision trees, random forests, support vector machines, graphical models, neural networks, anomaly detection etc.).

· Knowledge with unsupervised learning methods (K-means, hierarchical clustering, association rules, principal components, etc.).

· Very strong self-learning skills. Ability to pick up and adapt modeling methods from other disciplines or leverage methods from other skilled colleagues in other departments in solving problems.

· Strong organizational, time management, communication, and engineering skills are necessary.

中软国际是行业领先的全球化软件与信息技术服务企业，成立于2000年，为香港主板上市公司（股票代码：00354.HK），拥有中国分支40+、海外分支14个，拥有员工超过9万人，服务覆盖超过40个国家。
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