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工作职责中有自然语言处理一项,这是这个职位的JD:. 1point 3 acres
Data Scientist
Responsible for the architecture design of models / strategies / algorithms for the innovative applications, including but not limited to predictive analysis, natural language processing etc.
Identifies unique opportunities to collect new data. . Waral dи,
Designs new processes and builds up large, complex data sets.
Strategizes new uses for data and its interaction with data design.
Locates new data sources, analyzes statistics and implements quality procedures.
Performs data studies of new and diverse data sources..google и
Finds new uses for existing data sources.
Conducts statistical modeling and experiment design.
Discovers “stories” told by the data and presents them to other scientists and business managers.
Tests and validates predictive models.
Builds web prototypes and performs data visualization.
Conducts scalable data research on and off the cloud.. ----
Implements automated processes for efficiently producing scale models.
Designs, modifies and builds new data processes.
Generates algorithms and creates computer models.. ----
Collaborates with database engineers and other scientists.
Implements new or enhanced software designed to access and handle data more efficiently.. 1point3acres
Trains the data management team on new or updated procedures.
Stays up to date and educates the team on the cutting edge of analytic applications..1point3acres
负责创新应用的模型/策略/算法体系结构设计,包括但不限于预测分析,自然语言处理等。
识别可收集的新的多样化的数据源,进行统计分析、发掘新用途并保证数据质量。
运行新的或增强型的软件,来更有效地访问和处理数据。
设计新流程并构建大型,复杂的数据库。
策划数据新的使用方法以及与数据设计的交互。
在云上和云下进行可扩展的数据研究。
设计,修改和构建新的数据流程。
生成算法并创建计算机模型。
进行统计分析方案设计和模型开发,测试和验证预测模型。.1point3acres
实施自动化流程,以有效地生产评级模型。. Χ
构建Web原型并执行数据可视化。
发现数据讲述的“故事”,并呈现给其他科学家和业务经理。. Waral dи,
与数据库工程师和其他科学家合作。
通过新的或更新的流程对数据管理团队进行培训。
保持最新状态,并用前沿分析工具培训团队。
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).. Χ
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.. 1point 3acres
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。. From 1point 3acres bbs
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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