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- Possesses a working knowledge of statistics, programming and predictive modeling.
- Demonstrates excellent code writing abilities.
- Has strong critical thinking skills and the ability to relate them to the products or services the company is producing.
- Proficient programming in Python, R, and SQL (Structured Query Language).
- Hadoop, NoSQL, Java are strong plus.
- Programming on scalable/Big Data language such as Scala/Spark is a plus.
- Shows strong knowledge of basic and advanced prediction models.
- Possesses a combination of creative abilities and business s knowledge.
- Has data mining knowledge that spans a range of disciplines.
- Displays superior technical coding abilities.
- Possesses strong exploratory analysis skills.
- Demonstrates excellent verbal and written communication skills as well as the ability to bridge the gap between data science and business management.
- Has the ability to think and research creatively.
- Displays exceptional organizational skills and is detail oriented.
- MPossesses a mastery of statistics, machine learning, algorithms and advanced mathematics.
- Strong written/oral English communication skills in paper and oral.
- Shows a high level of skills in acquisition and application of vast knowledge areas over a short period of time and requires a strong sense of personal responsibility.
- Master degree or PhD degree on mathematical, computer science or similar field of study, with at least 1 years of relevant experience.
- Previous working experience working in data mining or natural language processing.
- 掌握统计学,机器学习,算法,高等数学,编程和预测模型知识,并能与工作结合。
- 拥有涵盖相关学科的数据挖掘知识。
- 具备开发复杂预测模型的能力。
- 优秀的代码撰写能力。
- 精通Python,R和SQL(结构化查询语言)编程。
- 会Hadoop,NoSQL,Java是加分项。
- 会可扩展/大数据语言(如Scala / Spark/ tensorflow)的编程是加分项。
- 较强的英语书面和口头沟通能力。
- 表现出良好的口头和书面沟通能力,并能在数据科学与企业管理之间架起一座桥梁。
- 具有创造性思考和研究并与商业知识结合的能力。
- 显示卓越的组织能力,并以细节为导向。
- 具有很强的批判性思维能力并能将其与公司的产品或服务联系起来。
- 具有较强的探索性分析能力。
- 表现出高水平的能在短时间内获取和应用广泛知识领域的能力,有强烈的个人责任感。
- 数学,计算机科学或类似领域的硕士或博士学位,至少有1年相关经验。
- 有先前在数据挖掘或自然语言处理方面的经验。
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