机器学习/数据分析工程师
中科创达软件股份有限公司
- 公司规模：10000人以上
- 公司性质：上市公司
- 公司行业：通信/电信/网络设备
职位信息
- 发布日期：2016-11-04
- 工作地点：深圳-南山区
- 招聘人数：1人
- 学历要求：硕士
- 语言要求：英语 熟练
- 职位月薪：10000-20000/月
- 职位类别：数据库工程师/管理员
职位描述
职位描述：
Job description:
1.Use predictive/statistical modeling and related methods to build world-class, scalable models that will provide high business value.
2.Apply advanced statistics and data mining techniques to analyze and make insights from big data, such as historical production data and simulation/experiment results.
3.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.
4.Create software operational machine learning systems to integrate with commercial software.
Qualification：
1. 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.
2. Strong verbal/written communication & data presentation skills, including an ability to effectively communicate with both business and technical including:
a. Experience in data management (SQL, ETL , Data Factory, data warehouse, etc.) and using databases in a business environment with large-scale, complex datasets.
b. Experience developing predictive/machine learning models.
3.Knowledge of a statistical programming language (preferably Python, Scala, R or MATLAB/Octave).
4. Knowledge of supervised learning methods (linear and logistic regression, generalized linear models, decision trees, random forests, support vector machines, graphical models, neural networks, etc.).
5. Knowledge of unsupervised learning methods (K-means, hierarchical clustering, association rules, principal components, etc.).
6. Experience with large scale analytics paradigms (Map Reduce, NoSQL).
7. Advanced degree in statistics, mathematics or computer science.
8. Strong organizational, time management, communication, and engineering skills are necessary.
举报
分享
Job description:
1.Use predictive/statistical modeling and related methods to build world-class, scalable models that will provide high business value.
2.Apply advanced statistics and data mining techniques to analyze and make insights from big data, such as historical production data and simulation/experiment results.
3.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.
4.Create software operational machine learning systems to integrate with commercial software.
Qualification：
1. 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.
2. Strong verbal/written communication & data presentation skills, including an ability to effectively communicate with both business and technical including:
a. Experience in data management (SQL, ETL , Data Factory, data warehouse, etc.) and using databases in a business environment with large-scale, complex datasets.
b. Experience developing predictive/machine learning models.
3.Knowledge of a statistical programming language (preferably Python, Scala, R or MATLAB/Octave).
4. Knowledge of supervised learning methods (linear and logistic regression, generalized linear models, decision trees, random forests, support vector machines, graphical models, neural networks, etc.).
5. Knowledge of unsupervised learning methods (K-means, hierarchical clustering, association rules, principal components, etc.).
6. Experience with large scale analytics paradigms (Map Reduce, NoSQL).
7. Advanced degree in statistics, mathematics or computer science.
8. Strong organizational, time management, communication, and engineering skills are necessary.
职能类别： 数据库工程师/管理员
公司介绍
公司介绍：
中科创达软件股份有限公司是全球领先的智能终端平台技术提供商。公司旨在通过提供领先的技术，产品，服务帮助OEM厂商增加产品差异性和加速产品上市时间。作为移动操作系统领域的专家，本公司已经与移动供应产业链里的领先企业建立了紧密的合作关系，涵盖从芯片厂商, OEM厂商,硬件设计商，到运营商和应用开发公司等广泛的业界生态系统。本公司通过和生态系统中各厂商的深入合作, 为客户提供全球领先的移动解决方案。
除了总部设在北京，本公司还设立了4个研发中心，分别位于南京，成都，西安和杭州；七个技术支持中心，包括东京，首尔，上海，深圳，香港，台北和美国。本公司已经建立了全球伙伴关系，可以为客户提供包括英文，中文，日语和韩语在内的当地语言支持。
中科创达软件股份有限公司已经在安卓、Windows Phone、火狐操作系统和应用开发领域积累了丰富的经验，涵盖了BSP，OS kernel,驱动，框架，协议栈，多媒体，应用，工具和安全技术。
我们使用飞书等效率软件办公，崇尚高效、创新
中科创达软件股份有限公司不但提供移动操作系统的技术和服务，而且还在全球的智能设备生态系统中扮演一个重要的角色。通过和产业链各个环节的紧密合作，致力于在智能设备开发,定制等领域的持续投入。
中科创达软件股份有限公司是全球领先的智能终端平台技术提供商。公司旨在通过提供领先的技术，产品，服务帮助OEM厂商增加产品差异性和加速产品上市时间。作为移动操作系统领域的专家，本公司已经与移动供应产业链里的领先企业建立了紧密的合作关系，涵盖从芯片厂商, OEM厂商,硬件设计商，到运营商和应用开发公司等广泛的业界生态系统。本公司通过和生态系统中各厂商的深入合作, 为客户提供全球领先的移动解决方案。
除了总部设在北京，本公司还设立了4个研发中心，分别位于南京，成都，西安和杭州；七个技术支持中心，包括东京，首尔，上海，深圳，香港，台北和美国。本公司已经建立了全球伙伴关系，可以为客户提供包括英文，中文，日语和韩语在内的当地语言支持。
中科创达软件股份有限公司已经在安卓、Windows Phone、火狐操作系统和应用开发领域积累了丰富的经验，涵盖了BSP，OS kernel,驱动，框架，协议栈，多媒体，应用，工具和安全技术。
我们使用飞书等效率软件办公，崇尚高效、创新
中科创达软件股份有限公司不但提供移动操作系统的技术和服务，而且还在全球的智能设备生态系统中扮演一个重要的角色。通过和产业链各个环节的紧密合作，致力于在智能设备开发,定制等领域的持续投入。
联系方式
- 公司地址：武汉光谷软件园