Data Scientist
米其林(中国)投资有限公司
- 公司性质:外资(欧美)
- 公司行业:机械/设备/重工
职位信息
- 发布日期:2019-11-08
- 工作地点:上海-长宁区
- 招聘人数:1人
- 工作经验:5-7年经验
- 学历要求:本科
- 职位月薪:50-60万/年
- 职位类别:数据库工程师/管理员 其他
职位描述
Mission:
Provide algorithm development, and expertise on big data related topics to the innovation product/solution development, and act as an initiative leader for data-driven related initiatives.
Key Expected Achievements:
- Work closely with initiative leaders to establish, implement and improve data support systems for data monitoring, operational analysis, data collaboration, etc. for innovative product/solution development.
- Apply advanced statistical modelling, data mining, and machine learning methods to build data models to solve practical problems and develop innovative methods to solve problems that conventional algorithms cannot solve.
- Based on massive data and computing platforms, use machine learning algorithms to mine business data values while doing data architecture based on business shape
- Optimize business processes and decision optimization with data and algorithms to improve business efficiency and user experience
- Build high-quality features and build a complete system of features based on business-based understanding and application of algorithms
- Communicate with business units to apply data models of innovative solutions to real businesses
Key Qualities required:
- Strong Knowledge and experience in statistical, data mining and machine learning techniques
- Proficiency in using Python and data science related libraries: pandas, numpy, scipy, scikitlearn, pytorch etc.
- Experience in data analysis strategy design and building up data pipeline accordingly
- Knowledge querying databases: SQL, MongoDB etc.
- Expertise in data visualization on industry data
- Good team worker and communication
Qualification:
- Master or above in Statistics/Computer Science/Engineering/Operations Research/Applied Mathematics.
- 5 - 10 years’ data science experience
- Strong problem-solving skills with an emphasis on product development
- Good English communication in written and oral
职能类别:数据库工程师/管理员其他